Jun Zhu
- DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
2022/06/02 by Cheng Lu, Cheng Lü, Yuhao Zhou +11 · 1 voice · 262 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG #stat.ML
- Annotated Point Clouds and Images from a Spatial-Semantic Perception Pipeline: Robotized Deconstruction at the Reference Construction Site, Aachen
2023/03/09 by Liu, Shilong, Zeng, Zhaoyang, Ren, Tianhe +15 · 628 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Counter-Strike Deathmatch with Large-Scale Behavioural Cloning
2021/04/09 by Tim Pearce, Pearce, Tim, Jun Zhu +1 · 1 voice · 12 citations
Computer Science · Social Sciences · #Artificial Intelligence in Games #Advanced Malware Detection Techniques #Digital Games and Media
- DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection
2022/03/07 by Hao Zhang, Feng Li, Zhang, Hao +13 · 157 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
- DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
2022/11/02 by Cheng Lu, Y. Zhou, Lu, Cheng +9 · 128 citations
Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques
- A Comprehensive Survey of Continual Learning: Theory, Method and Application
2023/01/31 by Liyuan Wang, Xingxing Zhang, Wang, Liyuan +5 · 127 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
2024/10/10 by Lingxuan Wu, Liu, Songming, Bowen Li +13 · 174 citations
Engineering · #Mechanics and Biomechanics Studies #Robotic Mechanisms and Dynamics #Muscle activation and electromyography studies
- All are Worth Words: A ViT Backbone for Diffusion Models
2022/09/25 by Fan Bao, Bao, Fan, Nie, Shen +8 · 74 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
2023/11/09 by Shilong Liu, Liu, Shilong, Hao Cheng +23 · 1 voice · 42 citations
#cs.CV #cs.AI #cs.CL #cs.LG #cs.MM
- Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications
2022/11/15 by Zhongkai Hao, Hao, Zhongkai, Songming Liu +12 · 2 voices · 17 citations
Computer Science · Materials Science · Mathematics · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Machine Learning in Materials Science #Model Reduction and Neural Networks #cs.AI #cs.CV #cs.LG #math.NA
- DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR
2022/01/28 by Shilong Liu, Liu, Shilong, Feng Li +13 · 52 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GNOT: A General Neural Operator Transformer for Operator Learning
2023/02/28 by Zhongkai Hao, Hao, Zhongkai, Zhengyi Wang +15 · 53 citations
Physics and Astronomy · #Model Reduction and Neural Networks
- The Genotype-Tissue Expression (GTEx) project
2013/05/29 by John Lonsdale, Jeffrey Thomas, Mike Salvatore +124 · 24 citations
- Training Transformers with 4-bit Integers
2023/06/21 by Haocheng Xi, Changhao Li, Xi, Haocheng +5 · 1 voice · 11 citations
Computer Science · #cs.LG #cs.NE
- CodeS: Towards Building Open-source Language Models for Text-to-SQL
2024/02/26 by Haoyang Li, Jing Zhang, Li, Haoyang +17 · 49 citations
Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Semantic Web and Ontologies
- Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
2024/09/04 by Kaiwen Zheng, Zheng, Kaiwen, Yongxin Chen +9 · 50 citations
Decision Sciences · Mathematics · #Forecasting Techniques and Applications #Statistical Methods and Bayesian Inference #Simulation Techniques and Applications
- DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics
2023/10/20 by Kaiwen Zheng, Zheng, Kaiwen, Cheng Lü +5 · 34 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification
- CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model
2024/03/08 by Zhengyi Wang, Yikai Wang, Wang, Zhengyi +15 · 34 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversarial Attack on Graph Structured Data
2018/06/06 by Hanjun Dai, Dai, Hanjun, Hui Li +11 · 15 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Terrorism, Counterterrorism, and Political Violence
- DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
2024/03/06 by Zhongkai Hao, Chang Su, Hao, Zhongkai +15 · 26 citations
Computer Science · Engineering · #Advanced Sensor and Control Systems #FOS: Computer and information sciences #FOS: Mathematics #Flow Measurement and Analysis #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)
- SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
2024/10/03 by Jintao Zhang, Zhang, Jintao, Wei Jia +8 · 34 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
2023/04/25 by Cheng Lu, Huayu Chen, Lu, Cheng +9 · 20 citations
Computer Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models
2022/01/17 by Fan Bao, Bao, Fan, Chongxuan Li +5 · 16 citations
Computer Science · Social Sciences · #Bayesian Methods and Mixture Models #Computational and Text Analysis Methods #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Improving Adversarial Robustness via Promoting Ensemble Diversity
2019/01/25 by Tianyu Pang, Pang, Tianyu, Kun Xu +7 · 14 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- How Robust is Google's Bard to Adversarial Image Attacks?
2023/09/21 by Yinpeng Dong, Huanran Chen, Dong, Yinpeng +15 · 20 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models
2024/05/07 by Fan Bao, Chendong Xiang, Bao, Fan +17 · 22 citations
Computer Science · Social Sciences · #Video Analysis and Summarization #Multimedia Communication and Technology #Artificial Intelligence in Games
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality
2023/10/11 by Liyuan Wang, Jingyi Xie, Wang, Liyuan +9 · 17 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
2023/06/15 by Zhongkai Hao, Jiachen Yao, Hao, Zhongkai +19 · 15 citations
Physics and Astronomy · #Model Reduction and Neural Networks
- One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale
2023/03/12 by Fan Bao, Bao, Fan, Shen Nie +17 · 14 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mycobacterium research and diagnosis
- A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
2023/02/28 by Chang Liu, Yinpeng Dong, Liu, Chang +17 · 13 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
- SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
2024/11/17 by Jintao Zhang, Zhang, Jintao, Haofeng Huang +9 · 25 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Seismology and Earthquake Studies
- Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving
2023/03/20 by Yinpeng Dong, Dong, Yinpeng, Caixin Kang +15 · 13 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs
2023/05/06 by Kaiwen Zheng, Cheng Lü, Zheng, Kaiwen +5 · 13 citations
Engineering · #Advanced Measurement and Metrology Techniques #FOS: Computer and information sciences #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Turbomachinery Performance and Optimization
- Brain-inspired global-local learning incorporated with neuromorphic computing
2020/06/05 by Yujie Wu, Wu, Yujie, Rong Zhao +25 · 7 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- Score Regularized Policy Optimization through Diffusion Behavior
2023/10/11 by Huayu Chen, Chen, Huayu, Cheng Lu +7 · 11 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Tianshou: a Highly Modularized Deep Reinforcement Learning Library
2021/07/29 by Jiayi Weng, Huayu Chen, Weng, Jiayi +14 · 8 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Robot Manipulation and Learning
- Dynamic Open-Vocabulary 3D Scene Graphs for Long-term Language-Guided Mobile Manipulation
2024/10/15 by Zhijie Yan, Yan, Zhijie, Shufei Li +13 · 16 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robot Manipulation and Learning #Robotics (cs.RO)
- DreamReward: Text-to-3D Generation with Human Preference
2024/03/21 by Junliang Ye, F. Liu, Ye, Junliang +13 · 13 citations
Engineering · Computer Science · Arts and Humanities · #Human Motion and Animation #Artificial Intelligence in Games #Digital Humanities and Scholarship
- Diffusion Bridge Implicit Models
2024/05/24 by Kaiwen Zheng, Guande He, Zheng, Kaiwen +7 · 14 citations
Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications
- MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models
2024/06/11 by Yichi Zhang, Yao Huang, Zhang, Yichi +23 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching
2022/06/16 by Cheng Lü, Lu, Cheng, Kaiwen Zheng +9 · 8 citations
Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
2024/07/08 by Yibo Miao, Yifan Zhu, Miao, Yibo +9 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Bag of Tricks for Adversarial Training
2020/10/01 by Tianyu Pang, Xiao Yang, Pang, Tianyu +7 · 6 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cardiac Arrest and Resuscitation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Improving Black-box Adversarial Attacks with a Transfer-based Prior
2019/06/17 by Shuyu Cheng, Cheng, Shuyu, Yinpeng Dong +7 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security #Security and Verification in Computing
- Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
2022/02/21 by Tianyu Pang, Pang, Tianyu, Min Lin +7 · 7 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems
- A Semismooth Newton based Augmented Lagrangian Method for Nonsmooth Optimization on Matrix Manifolds
2021/03/04 by Yuhao Zhou, Zhou, Yuhao, Chenglong Bao +5 · 6 citations
Mathematics · #49J52 #58C20 #65K05 #90C26 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Fractional Differential Equations Solutions #Iterative Methods for Nonlinear Equations #Optimization and Control (math.OC)
- Efficient Decision-based Black-box Adversarial Attacks on Face Recognition
2019/04/09 by Yinpeng Dong, Dong, Yinpeng, Hang Su +11 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Machine Learning (cs.LG)
- Towards Better Analysis of Deep Convolutional Neural Networks
2016/04/24 by Mengchen Liu, Jiaxin Shi, Liu, Mengchen +8 · 5 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Visual Attention and Saliency Detection #Cell Image Analysis Techniques #Image and Video Quality Assessment
- PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance
2024/05/27 by Haohan Weng, Weng, Haohan, Yikai Wang +7 · 11 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations
2022/07/14 by Min Zhao, Zhao, Min, Fan Bao +5 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Mycobacterium research and diagnosis
- Equivariant Energy-Guided SDE for Inverse Molecular Design
2022/09/30 by Fan Bao, Bao, Fan, Min Zhao +9 · 6 citations
Physics and Astronomy · Materials Science · #Spectroscopy and Quantum Chemical Studies #Machine Learning in Materials Science #Advanced Chemical Physics Studies
- Improving Transferability of Adversarial Patches on Face Recognition with Generative Models
2021/06/29 by Zihao Xiao, Xianfeng Gao, Xiao, Zihao +13 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond
2023/05/26 by Min Zhao, Rongzhen Wang, Zhao, Min +7 · 7 citations
Computer Science · #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis
- Your Diffusion Model is Secretly a Certifiably Robust Classifier
2024/02/04 by Huanran Chen, Chen, Huanran, Yinpeng Dong +11 · 8 citations
Computer Science · #Neural Networks and Applications
- A Hierarchical Recurrent Neural Network for Symbolic Melody Generation
2017/12/14 by Jian Wu, Changran Hu, Wu, Jian +7 · 4 citations
Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
- Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models
2022/06/15 by Fan Bao, Bao, Fan, Chongxuan Li +7 · 5 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Topic Modeling
- Conditional Generative Moment-Matching Networks
2016/06/14 by Yong Ren, Jialian Li, Ren, Yong +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Reward Shaping via Meta-Learning
2019/01/27 by Haosheng Zou, Zou, Haosheng, Tongzheng Ren +7 · 5 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering
2021/05/05 by Tsung Wei Tsai, Chongxuan Li, Tsai, Tsung Wei +3 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
- OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
2021/06/07 by Nanyang Ye, Kaican Li, Ye, Nanyang +13 · 4 citations
Computer Science · #Machine Learning in Healthcare #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- Stability and Generalization of Bilevel Programming in Hyperparameter Optimization
2021/06/08 by Fan Bao, Guoqiang Wu, Bao, Fan +7 · 4 citations
Computer Science · Decision Sciences · #Machine Learning and Algorithms #Machine Learning and Data Classification #Advanced Bandit Algorithms Research
- Triple Generative Adversarial Nets
2017/03/07 by Chongxuan Li, Kun Xu, Li, Chongxuan +5 · 6 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis
2023/12/06 by Zehua Chen, Chen, Zehua, Guande He +7 · 7 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Quality of primary health care in China: challenges and recommendations
2020/06/01 by Xi Li, Harlan M. Krumholz, Harlan M Krumholz +34 · 3 citations
Economics, Econometrics and Finance · Health Professions · #Healthcare Policy and Management #Healthcare Systems and Reforms #Primary Care and Health Outcomes
- Exploring Memorization in Adversarial Training
2021/06/03 by Yinpeng Dong, Ke Xu, Dong, Yinpeng +11 · 4 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks #Machine Learning and Data Classification
- Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
2024/05/27 by Yikai Wang, Xinzhou Wang, Wang, Yikai +9 · 6 citations
Computer Science · #Advanced Vision and Imaging
- DiffusionNFT: Online Diffusion Reinforcement with Forward Process
2025/09/19 by Kaiwen Zheng, Huayu Chen, Zheng, Kaiwen +17 · 19 citations
Computer Science · #Digital Rights Management and Security
- Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
2025/10/09 by Kaiwen Zheng, Zheng, Kaiwen, Qianli Ma +16 · 18 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Image and Video Quality Assessment #Cell Image Analysis Techniques
- The Search for Sparse, Robust Neural Networks
2019/12/05 by Justin Cosentino, Federico Zaiter, Cosentino, Justin +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Memory Efficient Optimizers with 4-bit States
2023/09/04 by Bingrui Li, Jianfei Chen, Li, Bingrui +3 · 4 citations
Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
- Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective
2017/02/04 by Liu, Shixia, Xiting Wang, Wang, Xiting +4 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Riemannian Stein Variational Gradient Descent for Bayesian Inference
2017/11/30 by Chang Liu, Liu, Chang, Jun Zhu +1 · 4 citations
Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Domain Adaptation and Few-Shot Learning #Markov Chains and Monte Carlo Methods
- Benchmarking Adversarial Robustness
2019/12/26 by Yinpeng Dong, Qian Fu, Dong, Yinpeng +11 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
- ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding
2025/06/02 by Junliang Ye, Zhengyi Wang, Ye, Junliang +7 · 12 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction
- Motus: A Unified Latent Action World Model
2025/12/15 by Hong Bi, Bi, Hongzhe, Tan, Hengkai +24 · 10 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
- Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
2024/03/19 by Haocheng Xi, Xi, Haocheng, Yuxiang Chen +8 · 4 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Destructive Testing Techniques
- H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation
2025/07/31 by Hongzhe Bi, Lingxuan Wu, Bi, Hongzhe +11 · 13 citations
Engineering · #Robot Manipulation and Learning
- Pruning Large Language Models with Semi-Structural Adaptive Sparse Training
2024/07/30 by Weiyu Huang, Yuezhou Hu, Huang, Weiyu +6 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators
2024/02/23 by Yu Tian, Xiao Yang, Tian, Yu +9 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #Cell Image Analysis Techniques
- Black-box Detection of Backdoor Attacks with Limited Information and\n Data
2021/03/24 by Yinpeng Dong, Xiao Yang, Dong, Yinpeng +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LiBRe: A Practical Bayesian Approach to Adversarial Detection
2021/03/27 by Zhijie Deng, Xiao Yang, Deng, Zhijie +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic and Genetic Research #Machine Learning (cs.LG)
- Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization
2021/05/10 by Guoqiang Wu, Wu, Guoqiang, Chongxuan Li +5 · 2 citations
Computer Science · #Text and Document Classification Technologies #Spam and Phishing Detection #Rough Sets and Fuzzy Logic
- Revisiting Discriminative vs. Generative Classifiers: Theory and Implications
2023/02/05 by Chenyu Zheng, Zheng, Chenyu, Guoqiang Wu +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Query-Efficient Black-box Adversarial Attacks Guided by a Transfer-based Prior
2022/03/13 by Yinpeng Dong, Dong, Yinpeng, Shuyu Cheng +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
2024/04/17 by Yichi Zhang, Yinpeng Dong, Zhang, Yichi +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
- FlexiDreamer: Single Image-to-3D Generation with FlexiCubes
2024/04/01 by Ruowen Zhao, Zhao, Ruowen, Zhengyi Wang +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
- Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk
2022/06/09 by Chengyang Ying, Ying, Chengyang, Xinning Zhou +9 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy
- Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
2024/10/12 by Huayu Chen, Chen, Huayu, Hang Su +5 · 5 citations
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
- Neural Eigenfunctions Are Structured Representation Learners
2022/10/23 by Zhijie Deng, Deng, Zhijie, Jiaxin Shi +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Accelerated Linearized Laplace Approximation for Bayesian Deep Learning
2022/10/23 by Zhijie Deng, Feng Zhou, Deng, Zhijie +3 · 2 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference #Machine Learning and Data Classification
- Diabetes mellitus and incidence and mortality of colorectal cancer: a systematic review and meta-analysis of cohort studies
2011/09/21 by Ying Jiang, Qiwen Ben, Hong Shen +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer, Lipids, and Metabolism #Metabolism, Diabetes, and Cancer #Pancreatic and Hepatic Oncology Research
- Vidar: Embodied Video Diffusion Model for Generalist Manipulation
2025/07/17 by Feng Yao, Feng, Yao, Tan, Hengkai +10 · 9 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Robotics (cs.RO)
- INT: Towards Infinite-frames 3D Detection with An Efficient Framework
2022/09/30 by Jianyun Xu, Zhenwei Miao, Xu, Jianyun +17 · 2 citations
Computer Science · #Image Enhancement Techniques #Advanced Vision and Imaging #Anomaly Detection Techniques and Applications
- Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
2024/07/12 by Huayu Chen, Kaiwen Zheng, Chen, Huayu +5 · 3 citations
Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Streaming Gibbs Sampling for LDA Model
2016/01/06 by Yang Gao, Jianfei Chen, Gao, Yang +3 · 1 citation
Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Bayesian Methods and Mixture Models
- i-Octree: A Fast, Lightweight, and Dynamic Octree for Proximity Search
2023/09/15 by Jun Zhu, Hongyi Li, Zhu, Jun +5 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Robotics and Sensor-Based Localization
- Learning to Write Stylized Chinese Characters by Reading a Handful of Examples
2017/12/06 by Danyang Sun, Sun, Danyang, Tongzheng Ren +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Analysis and Summarization
- MIMO Channel Information Feedback Using Deep Recurrent Network
2018/11/19 by Chao Lu, Lu, Chao, Wei Xu +7 · 1 citation
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Wireless Signal Modulation Classification #Energy Harvesting in Wireless Networks
- Lazy-CFR: fast and near optimal regret minimization for extensive games with imperfect information
2018/10/10 by Yichi Zhou, Tongzheng Ren, Zhou, Yichi +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation
2023/10/13 by Yilin Lyu, Lyu, Yilin, Liyuan Wang +11 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Function Space Particle Optimization for Bayesian Neural Networks
2019/02/26 by Ziyu Wang, Wang, Ziyu, Tongzheng Ren +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Navi2Gaze: Leveraging Foundation Models for Navigation and Target Gazing
2024/07/12 by Jun Zhu, Zihao Du, Zhu, Jun +13 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times
2025/12/18 by Jintao Zhang, Zhang, Jintao, Kaiwen Zheng +13 · 1 voice · 1 citation
#cs.CV #cs.AI #cs.LG
- Accurate INT8 Training Through Dynamic Block-Level Fallback
2025/03/11 by Pengle Zhang, Jia Wei, Zhang, Pengle +7 · 3 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Further Analysis of Outlier Detection with Deep Generative Models
2020/10/25 by Ziyu Wang, Bin Dai, Wang, Ziyu +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting
2020/12/16 by Qingyi Pan, Pan, Qingyi, Wenbo Hu +3 · 1 citation
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Explainable Artificial Intelligence (XAI)
- Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning
2021/06/30 by You Qiaoben, Qiaoben, You, Chengyang Ying +9 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Accumulative Poisoning Attacks on Real-time Data
2021/06/18 by Tianyu Pang, Xiao Yang, Pang, Tianyu +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Deep Structured Generative Models
2018/07/10 by Kun Xu, Xu, Kun, Haoyu Liang +7 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Image Processing and 3D Reconstruction
- HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning
2024/07/07 by Liyuan Wang, Jingyi Xie, Wang, Liyuan +7 · 2 citations
Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Radiation Detection and Scintillator Technologies
- Aerosol optical and radiative properties and their environmental effects in China: A review
2023/11/26 by Huizheng Che, Xiangao Xia, Hujia Zhao +16 · 3 citations
Environmental Science · Earth and Planetary Sciences · #Atmospheric aerosols and clouds #Atmospheric chemistry and aerosols #Atmospheric Ozone and Climate
- Thompson Sampling for (Combinatorial) Pure Exploration
2022/06/18 by Siwei Wang, Jun Zhu, Wang, Siwei +1 · 1 citation
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Optimization and Search Problems
- Spectral Representation Learning for Conditional Moment Models
2022/10/29 by Ziyu Wang, Yucen Luo, Wang, Ziyu +7 · 1 citation
Computer Science · #Bayesian Modeling and Causal Inference #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks
2023/06/05 by Jiachen Yao, Chang Su, Yao, Jiachen +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
- ManiBox: Enhancing Embodied Spatial Generalization via Scalable Simulation Data Generations
2024/11/04 by Hengkai Tan, Tan, Hengkai, XU Xue-zhou +15 · 2 citations
Engineering · Computer Science · #Human Motion and Animation #Robotics and Automated Systems #Augmented Reality Applications
- Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients
2022/09/15 by Zhongkai Hao, Hao, Zhongkai, Chengyang Ying +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms
- Task Aware Dreamer for Task Generalization in Reinforcement Learning
2023/03/09 by Chengyang Ying, Ying, Chengyang, Xinning Zhou +11 · 1 citation
Computer Science · #Reinforcement Learning in Robotics
- Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels
2023/02/21 by Zebin You, You, Zebin, Yong Zhong +9 · 1 citation
Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Learning CLIP Guided Visual-Text Fusion Transformer for Video-based Pedestrian Attribute Recognition
2023/04/20 by Jun Zhu, Jiandong Jin, Zhu, Jun +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Video Surveillance and Tracking Methods
- Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models
2020/10/16 by Fan Bao, Bao, Fan, Kun Xu +9 · 1 citation
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Learning Sample Difficulty from Pre-trained Models for Reliable Prediction
2023/04/20 by Peng Cui, Dan Zhang, Cui, Peng +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Cluster Alignment with a Teacher for Unsupervised Domain Adaptation
2019/03/24 by Zhijie Deng, Yucen Luo, Deng, Zhijie +3 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
2021/07/21 by Shuyu Cheng, Guoqiang Wu, Cheng, Shuyu +3 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
- NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks
2025/10/16 by Junliang Ye, Ye, Junliang, S. Xie +12 · 4 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Interactive and Immersive Displays #Computer Graphics and Visualization Techniques
- Jailbreaking LLMs' Safeguard with Universal Magic Words for Text Embedding Models
2025/01/30 by Haoyu Liang, Liang, Haoyu, Youran Sun +8 · 1 voice · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #Digital and Cyber Forensics #cs.AI #cs.CL #cs.LG #cs.NE
- Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images
2024/10/31 by Yakun Xie, Xie, Yakun, Suning Liu +15 · 1 citation
Computer Science · Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Visual Attention and Saliency Detection
- Bridge-SR: Schrödinger Bridge for Efficient SR
2025/01/14 by Chang Li, Zehua Chen, Li, Chang +5 · 3 citations
Engineering · #Electromagnetic Simulation and Numerical Methods #Terahertz technology and applications #Geophysical Methods and Applications
- PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
2024/05/23 by Chengyang Ying, Ying, Chengyang, Zhongkai Hao +11 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- SparseDM: Toward Sparse Efficient Diffusion Models
2024/04/16 by Kafeng Wang, Jianfei Chen, Wang, Kafeng +7 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- AnyPos: Automated Task-Agnostic Actions for Bimanual Manipulation
2025/07/17 by Hengkai Tan, Feng Yao, Tan, Hengkai +12 · 4 citations
Engineering · Medicine · #Teleoperation and Haptic Systems #Robot Manipulation and Learning #Musculoskeletal pain and rehabilitation
- Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
2024/05/29 by Shuyu Cheng, Yibo Miao, Cheng, Shuyu +9 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications
- Beyond Quantity: Distribution-Aware Labeling for Visual Grounding
2025/05/30 by Yichi Zhang, Zhang, Yichi, Gongwei Chen +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- Scaling Laws for Black box Adversarial Attacks
2024/11/25 by Chuan Liu, Liu, Chuan, Huanran Chen +7 · 1 citation
Computer Science · #Cryptographic Implementations and Security #Physical Unclonable Functions (PUFs) and Hardware Security #Adversarial Robustness in Machine Learning
- Spatiotemporal Causal Inference With Mechanistic Ecological Models: Evaluating Targeted Culling on Chronic Wasting Disease Dynamics in Cervids
2025/02/06 by Juan Francisco Mandujano Reyes, Ting Fung, Ian P. McGahan +3 · 1 voice · 1 citation
Mathematics · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Advanced Causal Inference Techniques
- On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent
2024/10/07 by Bingrui Li, Wei Huang, Li, Bingrui +9 · 1 citation
Engineering · #Advanced Numerical Analysis Techniques #Advanced Research in Systems and Signal Processing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optical Polarization and Ellipsometry
- Adaptive Shielding via Parametric Safety Proofs
2025/02/26 by Yao Feng, Feng, Yao, Jun Zhu +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Formal Methods in Verification #Reinforcement Learning in Robotics