Lu, Cheng
- DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
2022/06/02 by Cheng Lü, Cheng Lu, 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
- GPT-4o System Card
2024/10/25 by OpenAI, :, A. M. Hurst +503 · 1173 citations
Medicine · #Cardiovascular Function and Risk Factors #Hyperglycemia and glycemic control in critically ill and hospitalized patients
- ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
2023/05/25 by Wang, Zhengyi, Lu, Cheng, Wang, Yikai +4 · 150 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
2022/11/02 by Cheng Lu, Lu, Cheng, Y. Zhou +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
- Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models
2024/10/14 by Cheng Lü, Cheng Lu, Yang Song +2 · 1 voice · 71 citations
Decision Sciences · Computer Science · #cs.LG #stat.ML
- The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
2023/11/02 by Shen Nie, Nie, Shen, Hanzhong Allan Guo +10 · 1 voice · 15 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
- 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
- Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
2022/09/29 by Chen, Huayu, Lu, Cheng, Ying, Chengyang +2 · 25 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild
2020/08/13 by Jiang, Xingxun, Zong, Yuan, Zheng, Wenming +4 · 19 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
2023/04/25 by Cheng Lu, Lu, Cheng, Huayu Chen +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
- Safe Self-Refinement for Transformer-based Domain Adaptation
2022/04/16 by Tong Sun, Sun, Tao, Cheng Lu +5 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs
2023/05/06 by Kaiwen Zheng, Zheng, Kaiwen, Cheng Lü +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
- 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
- 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
- Discriminative Multi-modality Speech Recognition
2020/05/12 by Xu, Bo, Lu, Cheng, Guo, Yandong +1 · 3 citations
#Audio and Speech Processing (eess.AS) #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) #Sound (cs.SD) #electronic engineering #information engineering
- Tightness of a new and enhanced semidefinite relaxation for MIMO detection
2017/10/05 by Lu, Cheng, Liu, Ya-Feng, Zhang, Wei-Qiang +1 · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC)
- Prior Knowledge Guided Unsupervised Domain Adaptation
2022/07/18 by Sun, Tao, Lu, Cheng, Ling, Haibin · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gaussian Mixture Solvers for Diffusion Models
2023/11/02 by Hanzhong Guo, Lu Cheng, Guo, Hanzhong +11 · 4 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) #Music and Audio Processing
- Implicit Normalizing Flows
2021/03/17 by Lu, Cheng, Chen, Jianfei, Li, Chongxuan +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition
2023/10/07 by Jie Zhu, Zhu, Jie, Yuan Zong +9 · 3 citations
Computer Science · Psychology · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Music and Audio Processing
- WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma
2022/04/13 by Chu Han, Han, Chu, Xipeng Pan +82 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation
2022/07/15 by Jianwei Lin, Jiatai Lin, Lin, Jianwei +27 · 2 citations
Neuroscience · Computer Science · Medicine · #Brain Tumor Detection and Classification #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging
- Anything in Any Scene: Photorealistic Video Object Insertion
2024/01/30 by Chen Bai, Bai, Chen, Zeman Shao +25 · 3 citations
Computer Science · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- An Enhanced SDR based Global Algorithm for Nonconvex Complex Quadratic Programs with Signal Processing Applications
2019/02/12 by Lu, Cheng, Liu, Ya-Feng, Zhou, Jing · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT)
- PAVITS: Exploring Prosody-aware VITS for End-to-End Emotional Voice Conversion
2024/03/03 by Qi, Tianhua, Zheng, Wenming, Lu, Cheng +2 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
- 3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching
2022/07/06 by Mao, Runyu, Bai, Chen, An, Yatong +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Local Context-Aware Active Domain Adaptation
2022/08/26 by Sun, Tao, Lu, Cheng, Ling, Haibin · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On Calibrating Diffusion Probabilistic Models
2023/02/21 by Tianyu Pang, Pang, Tianyu, Cheng Lu +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Topic Modeling
- Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition
2024/01/19 by Wang, Yong, Lu, Cheng, Lian, Hailun +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Towards Realistic Emotional Voice Conversion using Controllable Emotional Intensity
2024/07/20 by Qi, Tianhua, Wang, Shiyan, Lu, Cheng +3 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
- NavigScene: Bridging Local Perception and Global Navigation for Beyond-Visual-Range Autonomous Driving
2025/07/07 by Peng, Qucheng, Bai, Chen, Zhang, Guoxiang +5 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering