Zhangyang Wang
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
2024/03/06 by Jiawei Zhao, Zhao, Jiawei, Zhenyu Zhang +9 · 5 voices · 67 citations
Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Advanced Neural Network Applications
- Graph Contrastive Learning with Augmentations
2020/10/22 by Yuning You, You, Yuning, Tianlong Chen +9 · 99 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #Recommender Systems and Techniques
- Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
2023/10/08 by Lu Yin, You Wu, Yin, Lu +24 · 1 voice · 23 citations
Computer Science · #cs.LG
- LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
2023/11/28 by Zhiwen Fan, Fan, Zhiwen, Kevin Wang +9 · 89 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
- EnlightenGAN: Deep Light Enhancement without Paired Supervision
2019/06/17 by Yifan Jiang, Xinyu Gong, Jiang, Yifan +14 · 39 citations
Computer Science · #Image Enhancement Techniques #Advanced Image Processing Techniques #Image and Signal Denoising Methods
- Learning to Optimize: A Primer and A Benchmark
2021/03/23 by Tianlong Chen, Xiaohan Chen, Chen, Tianlong +11 · 32 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting
2023/12/01 by Zehao Zhu, Zhu, Zehao, Zhiwen Fan +5 · 52 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
- LLM-AutoDiff: Auto-Differentiate Any LLM Workflow
2025/01/28 by Li Yin, Yin, Li, Zhangyang Wang +1 · 3 voices · 3 citations
#cs.CL
- StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
2024/03/21 by Roberto Henschel, Henschel, Roberto, Levon Khachatryan +13 · 46 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #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) #Multimedia (cs.MM) #Multimedia Communication and Technology #Video Analysis and Summarization #electronic engineering #information engineering
- EnlightenGAN: Deep Light Enhancement Without Paired Supervision
2021/01/01 by Yifan Jiang, Xinyu Gong, Ding Liu +7 · 27 citations
Computer Science · #Advanced Image Processing Techniques #Image Enhancement Techniques #Image and Signal Denoising Methods
- Stacked Approximated Regression Machine: A Simple Deep Learning Approach
2016/08/14 by Zhangyang Wang, Shiyu Chang, Wang, Zhangyang +11 · 2 voices
#cs.LG #cs.CV
- Graph Contrastive Learning Automated
2021/06/10 by Yuning You, You, Yuning, Tianlong Chen +5 · 22 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Versatile Diffusion: Text, Images and Variations All in One Diffusion Model
2022/11/15 by Xingqian Xu, Zhangyang Wang, Xu, Xingqian +7 · 20 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
- 4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency
2023/12/28 by Yuyang Yin, Dejia Xu, Yin, Yuyang +7 · 23 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Video Analysis and Summarization
- Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling
2023/04/06 by Haotao Wang, Wang, Haotao, Ziyu Jiang +8 · 18 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- M3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
2022/10/26 by Hanxue Liang, Zhiwen Fan, Liang, Hanxue +15 · 12 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- APOLLO: SGD-like Memory, AdamW-level Performance
2024/12/06 by Hanqing Zhu, Zhenyu Zhang, Zhu, Hanqing +18 · 2 voices · 14 citations
Computer Science · #Parallel Computing and Optimization Techniques
- IA-RED2: Interpretability-Aware Redundancy Reduction for Vision Transformers
2021/06/23 by Bowen Pan, Pan, Bowen, Rameswar Panda +9 · 8 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?
2018/10/22 by Nitin Bansal, Xiaohan Chen, Bansal, Nitin +3 · 8 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 4K4DGen: Panoramic 4D Generation at 4K Resolution
2024/06/19 by Renjie Li, Li, Renjie, Panwang Pan +17 · 15 citations
Computer Science · Engineering · Social Sciences · #Advanced Vision and Imaging #Optical Coherence Tomography Applications #Multimedia Communication and Technology
- More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity
2022/07/07 by Shiwei Liu, Liu, Shiwei, Tianlong Chen +15 · 8 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- LLMs Can Get "Brain Rot": A Pilot Study on Twitter/X
2025/10/15 by Shuo Xing, Junyuan Hong, Xing, Shuo +13 · 18 voices
#cs.CL #cs.AI
- Comp4D: LLM-Guided Compositional 4D Scene Generation
2024/03/25 by D. Xu, Hanwen Liang, Xu, Dejia +11 · 11 citations
Computer Science · #Medical Image Segmentation Techniques #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective
2021/02/23 by Wuyang Chen, Chen, Wuyang, Xinyu Gong +3 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting
2024/04/10 by Shijie Zhou, Zhou, Shijie, Zhiwen Fan +15 · 11 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction #Video Analysis and Summarization
- Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
2020/03/28 by Tianlong Chen, Sijia Liu, Chen, Tianlong +9 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude
2023/06/29 by Feng Liu, Ryan Ashbaugh, Liu, Feng +37 · 1 voice · 4 citations
#cs.CV
- Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
2025/02/26 by Yaxuan Kong, Kong, Yaxuan, Yiyuan Yang +13 · 19 citations
Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Seismology and Earthquake Studies
- Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference
2024/02/14 by Harry Dong, Dong, Harry, Xinyu Yang +9 · 9 citations
Computer Science · #Algorithms and Data Compression #Advanced Data Storage Technologies
- Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks
2019/09/26 by Haoran You, Chaojian Li, You, Haoran +15 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers
2023/03/02 by Tianlong Chen, Chen, Tianlong, Zhenyu Zhang +7 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
- POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference
2023/05/25 by Zhiwen Fan, Fan, Zhiwen, Panwang Pan +11 · 7 citations
Engineering · Computer Science · #Robot Manipulation and Learning #Robotics and Sensor-Based Localization #Advanced Neural Network Applications
- Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization
2022/08/10 by Zhengang Li, Mengshu Sun, Li, Zhengang +21 · 6 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #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) #electronic engineering #information engineering
- A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
2022/10/14 by Keyu Duan, Zirui Liu, Duan, Keyu +13 · 6 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
2022/10/07 by Tianxin Wei, Wei, Tianxin, Yuning You +9 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Graph Neural Networks #Topic Modeling
- Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
2024/03/18 by Junyuan Hong, Hong, Junyuan, Jinhao Duan +27 · 9 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Data Security #FOS: Computer and information sciences
- Chasing Sparsity in Vision Transformers: An End-to-End Exploration
2021/06/08 by Tianlong Chen, Chen, Tianlong, Yu Cheng +9 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- LLM-PBE: Assessing Data Privacy in Large Language Models
2024/08/23 by Qinbin Li, Li, Qinbin, Junyuan Hong +23 · 11 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Unified Visual Transformer Compression
2022/03/15 by Shixing Yu, Yu, Shixing, Tianlong Chen +13 · 5 citations
Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Image Enhancement Techniques
- DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
2023/11/27 by Junyuan Hong, Jiachen T. Wang, Hong, Junyuan +9 · 7 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- DeepFont: Identify Your Font from An Image
2015/07/12 by Zhangyang Wang, Wang, Zhangyang, Hailin Jin +10 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Video Analysis and Summarization #Web Data Mining and Analysis
- Flextron: Many-in-One Flexible Large Language Model
2024/06/11 by Ruisi Cai, Cai, Ruisi, Saurav Muralidharan +11 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Model Compression with Adversarial Robustness: A Unified Optimization\n Framework
2019/02/09 by Shupeng Gui, Gui, Shupeng, Haotao Wang +9 · 7 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
2024/12/04 by Wangbo Zhao, Zhao, Wangbo, Yizeng Han +13 · 11 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Particle Accelerators and Free-Electron Lasers #Particle accelerators and beam dynamics
- FasterSeg: Searching for Faster Real-time Semantic Segmentation
2019/12/23 by Wuyang Chen, Xinyu Gong, Chen, Wuyang +9 · 5 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Machine Learning and Data Classification
- The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models
2020/12/12 by Tianlong Chen, Chen, Tianlong, Jonathan Frankle +11 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Studying Very Low Resolution Recognition Using Deep Networks
2016/01/16 by Zhangyang Wang, Shiyu Chang, Wang, Zhangyang +6 · 4 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Face recognition and analysis #Image Processing Techniques and Applications
- Unified Implicit Neural Stylization
2022/04/05 by Zhiwen Fan, Fan, Zhiwen, Yifan Jiang +9 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Controllable Artistic Text Style Transfer via Shape-Matching GAN
2019/05/03 by Shuai Yang, Zhangyang Wang, Yang, Shuai +9 · 3 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
- SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image
2022/04/02 by Dejia Xu, Yifan Jiang, Xu, Dejia +9 · 4 citations
Computer Science · Neuroscience · #Image Enhancement Techniques #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
- Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts
2023/05/30 by Rishov Sarkar, Hanxue Liang, Sarkar, Rishov +7 · 5 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor
2023/03/30 by Vidit Goel, Elia Peruzzo, Goel, Vidit +14 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes
2022/09/19 by Zhiwen Fan, Fan, Zhiwen, Peihao Wang +9 · 4 citations
Computer Science · Environmental Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Remote Sensing and LiDAR Applications
- Expressive Gaussian Human Avatars from Monocular RGB Video
2024/07/03 by Hezhen Hu, Zhiwen Fan, Hu, Hezhen +11 · 7 citations
Computer Science · Engineering · Psychology · #Human Pose and Action Recognition #Human Motion and Animation #Social Robot Interaction and HRI
- Stronger NAS with Weaker Predictors
2021/02/21 by Junru Wu, Xiyang Dai, Wu, Junru +17 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
2020/10/22 by Haotao Wang, Tianlong Chen, Wang, Haotao +9 · 3 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 #Machine Learning (cs.LG)
- AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection
2023/04/12 by Wentao Zhu, Yu-Fang Huang, Zhu, Wentao +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Video Analysis and Summarization
- Taxonomy of Machine Learning Safety: A Survey and Primer
2021/06/09 by Sina Mohseni, Mohseni, Sina, Haotao Wang +9 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better
2021/12/18 by Sameer Bibikar, Bibikar, Sameer, Haris Vikalo +5 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
- Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness
2022/06/15 by Tianlong Chen, Huan Zhang, Chen, Tianlong +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
2024/10/14 by Dejia Xu, Yifan Jiang, Xu, Dejia +13 · 6 citations
Computer Science · Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
- Can pruning improve certified robustness of neural networks?
2022/06/15 by Zhangheng Li, Li, Zhangheng, Tianlong Chen +7 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
2020/12/31 by Xiaohan Chen, Yu Cheng, Chen, Xiaohan +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Training Stronger Baselines for Learning to Optimize
2020/10/18 by Tianlong Chen, Chen, Tianlong, Weiyi Zhang +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
2023/04/28 by Wenqing Zheng, S P Sharan, Zheng, Wenqing +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts
2023/08/22 by Wenyan Cong, Cong, Wenyan, Hanxue Liang +13 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach
2019/08/11 by Zhenyu Wu, Karthik Suresh, Wu, Zhenyu +9 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- Polynomial Width is Sufficient for Set Representation with High-dimensional Features
2023/07/08 by Peihao Wang, Wang, Peihao, Shenghao Yang +7 · 3 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Wireless Signal Modulation Classification
- Physics-Driven Turbulence Image Restoration with Stochastic Refinement
2023/07/20 by Ajay Jaiswal, Jaiswal, Ajay, Xingguang Zhang +5 · 3 citations
Computer Science · Physics and Astronomy · #Adaptive optics and wavefront sensing #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Why Neural Network Can Discover Symbolic Structures with Gradient-based Training: An Algebraic and Geometric Foundation for Neurosymbolic Reasoning
2025/06/26 by Peihao Wang, Zhangyang Wang, Wang, Peihao +1 · 2 voices
Computer Science · Engineering · #Topological and Geometric Data Analysis #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices
- Severe aortic stenosis detection by deep learning applied to echocardiography
2023/08/23 by Gregory Holste, Evangelos K Oikonomou, Bobak J Mortazavi +12 · 3 citations
- Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework
2024/11/03 by Neel P. Bhatt, Yunhao Yang, Bhatt, Neel P. +9 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Robotics (cs.RO) #Semantic Web and Ontologies #Speech and dialogue systems
- Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training
2022/11/19 by Zhenglun Kong, Kong, Zhenglun, Haoyu Ma +27 · 3 citations
Engineering · Computer Science · #Advanced Image Fusion Techniques #CCD and CMOS Imaging Sensors #Image Enhancement Techniques
- Steepest Descent Density Control for Compact 3D Gaussian Splatting
2025/05/08 by Peihao Wang, Wang, Peihao, Yuehao Wang +19 · 3 voices · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #cs.CV
- Removing Batch Normalization Boosts Adversarial Training
2022/07/04 by Haotao Wang, Wang, Haotao, Aston Zhang +9 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D
2024/03/27 by Mukund Varma T, Peihao Wang, T, Mukund Varma +9 · 3 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Image Enhancement Techniques
- Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
2024/10/12 by Hongru Yang, Bhavya Kailkhura, Yang, Hongru +5 · 4 citations
Computer Science · #Image Processing and 3D Reconstruction #Natural Language Processing Techniques #Speech Recognition and Synthesis
- VGAI: End-to-End Learning of Vision-Based Decentralized Controllers for Robot Swarms
2020/02/06 by Ting-Kuei Hu, Fernando Gama, Hu, Ting-Kuei +9 · 1 voice · 1 citation
Computer Science · Engineering · Neuroscience · #Distributed Control Multi-Agent Systems #UAV Applications and Optimization #Cerebrospinal fluid and hydrocephalus
- AutoGAN: Neural Architecture Search for Generative Adversarial Networks
2019/08/11 by Xinyu Gong, Gong, Xinyu, Shiyu Chang +5 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
- Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study
2018/07/22 by Zhenyu Wu, Wu, Zhenyu, Zhangyang Wang +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
- Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images
2023/06/13 by Panwang Pan, Pan, Panwang, Zhiwen Fan +9 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics and Sensor-Based Localization
- The Path Not Taken: RLVR Provably Learns Off the Principals
2025/11/11 by Hanqing Zhu, Zhu, Hanqing, Zhenyu Zhang +26 · 1 voice · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
- PCAL: A Privacy-preserving Intelligent Credit Risk Modeling Framework Based on Adversarial Learning
2020/10/06 by Yuli Zheng, Zhenyu Wu, Zheng, Yuli +7 · 2 citations
Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Artificial Intelligence in Healthcare and Education #Cryptography and Data Security
- R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
2025/04/28 by Zhenyu Zhang, Zechun Liu, Zhang, Zhenyu +9 · 5 citations
Computer Science · Materials Science · #Topic Modeling #Advanced Neural Network Applications #Machine Learning in Materials Science
- Enhancing Item Tokenization for Generative Recommendation through Self-Improvement
2024/12/22 by Runjin Chen, Chen, Runjin, Mingxuan Ju +16 · 5 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning
- Explainable Deep Relational Networks for Predicting Compound-Protein Affinities and Contacts
2019/12/29 by Mostafa Karimi, Di Wu, Karimi, Mostafa +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
- Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process
2025/12/30 by Zhenyu Zhang, Shujian Zhang, John Lambert +6 · 1 voice
#cs.CL #cs.AI #cs.LG
- AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks
2020/06/15 by Yonggan Fu, Fu, Yonggan, Wuyang Chen +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization
2024/02/22 by Xuxi Chen, Chen, Xuxi, Zhendong Wang +13 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study
2021/08/24 by Tianlong Chen, Chen, Tianlong, Kaixiong Zhou +11 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop
2021/04/11 by Han Yan, Chongyan Chen, Han, Yan +11 · 1 citation
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- The Elastic Lottery Ticket Hypothesis
2021/03/30 by Xiaohan Chen, Chen, Xiaohan, Yu Cheng +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Self-Damaging Contrastive Learning
2021/06/06 by Ziyu Jiang, Tianlong Chen, Jiang, Ziyu +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
- Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods
2021/11/08 by Wenqing Zheng, Zheng, Wenqing, Edward W Huang +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions
2026/06/11 by Xu Yang, Zhizhou Sha, Junbo Li +10 · 1 voice
Computer Science · #cs.CL
- GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization
2021/09/06 by Yi Guo, Huan Yuan, Guo, Yi +9 · 1 citation
Computer Science · Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Speech and Audio Processing #Underwater Acoustics Research
- From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
2024/07/15 by Ajay Jaiswal, Jaiswal, Ajay, Wang, Yifan +12 · 2 citations
Materials Science · Engineering · #Ga2O3 and related materials #Plasma Diagnostics and Applications #High voltage insulation and dielectric phenomena
- Symbolic Learning to Optimize: Towards Interpretability and Scalability
2022/03/13 by Wei‐Jun Zheng, Zheng, Wenqing, Tianlong Chen +5 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
- Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
2022/02/09 by Tianlong Chen, Chen, Tianlong, Xuxi Chen +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Video Analysis and Summarization
- M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation
2023/02/28 by Junjie Yang, Xuxi Chen, Yang, Junjie +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
- Is Attention All That NeRF Needs?
2022/07/27 by Mukund Varma T, T, Mukund Varma, Peihao Wang +9 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Training Your Sparse Neural Network Better with Any Mask
2022/06/26 by Ajay Jaiswal, Haoyu Ma, Jaiswal, Ajay +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients
2024/07/11 by Zhenyu Zhang, Ajay Jaiswal, Zhang, Zhenyu +11 · 2 citations
Engineering · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #Ga2O3 and related materials #GaN-based semiconductor devices and materials #Machine Learning (cs.LG) #Semiconductor materials and devices
- How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts
2022/07/04 by Haotao Wang, Junyuan Hong, Wang, Haotao +5 · 1 citation
Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- StegaNeRF: Embedding Invisible Information within Neural Radiance Fields
2022/12/03 by Chenxin Li, Li, Chenxin, Brandon Y. Feng +7 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection
- The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter
2023/06/06 by Ajay Jaiswal, Shiwei Liu, Jaiswal, Ajay +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
- On The Planning Abilities of OpenAI's o1 Models: Feasibility, Optimality, and Generalizability
2024/09/30 by Kevin Wang, Wang, Kevin, Junbo Li +11 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Semantic Web and Ontologies
- E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models
2025/06/02 by Wenyan Cong, Cong, Wenyan, Yiqing Liang +17 · 4 citations
Earth and Planetary Sciences · Engineering · #3D Modeling in Geospatial Applications #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis
- Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference
2020/02/24 by Ting-Kuei Hu, Tianlong Chen, Hu, Ting-Kuei +5 · 2 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 #Machine Learning (cs.LG)
- Rethinking PGD Attack: Is Sign Function Necessary?
2023/12/03 by Junjie Yang, Tianlong Chen, Yang, Junjie +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- Data Efficient Any Transformer-to-Mamba Distillation via Attention Bridge
2025/10/22 by Penghao Wang, Wang, Penghao, Yuhao Zhou +9 · 1 voice · 1 citation
#cs.LG
- INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing
2023/08/11 by Stefan Abi-Karam, Rishov Sarkar, Abi-Karam, Stefan +9 · 2 citations
Computer Science · Engineering · #Neural Networks and Applications #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors
- More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment
2025/04/03 by Yifan Wang, Wang, Yifan, Runjin Chen +17 · 2 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research