Wang, Dequan
- VisDA: The Visual Domain Adaptation Challenge
2017/10/18 by Xingchao Peng, Ben Usman, Peng, Xingchao +9 · 71 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Objects as Points
2019/04/16 by Zhou, Xingyi, Wang, Dequan, Krähenbühl, Philipp · 39 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Contrastive Test-Time Adaptation
2022/04/21 by Dian Chen, Dequan Wang, Chen, Dian +5 · 29 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 #Speech Recognition and Synthesis
- Deep Layer Aggregation
2017/07/20 by Yu, Fisher, Wang, Dequan, Shelhamer, Evan +1 · 19 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Extensible Framework for Open Heterogeneous Collaborative Perception
2024/01/25 by Yifan Lu, Yue Hu, Lu, Yifan +9 · 23 citations
Engineering · Computer Science · #Robotics and Automated Systems #Semantic Web and Ontologies
- FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
2016/12/08 by Judy Hoffman, Hoffman, Judy, Dequan Wang +5 · 11 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
- Back to the Source: Diffusion-Driven Test-Time Adaptation
2022/07/07 by Gao, Jin, Zhang, Jialing, Liu, Xihui +3 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Joint Monocular 3D Vehicle Detection and Tracking
2018/11/26 by Hu, Hou-Ning, Cai, Qi-Zhi, Wang, Dequan +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification
2023/06/16 by Wang, Dequan, Wang, Xiaosong, Wang, Lilong +12 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Tent: Fully Test-time Adaptation by Entropy Minimization
2020/06/18 by Dequan Wang, Evan Shelhamer, Wang, Dequan +7 · 9 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- LIMI: Less is More for Agency
2025/09/22 by Xiao Yang, Yang Xiao, Xiao, Yang +40 · 7 voices · 6 citations
Computer Science · #Library Science and Information Systems #cs.AI
- ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
2021/04/29 by Jianfei Chen, Lianmin Zheng, Chen, Jianfei +11 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud
2020/06/19 by Ng, Mong H., Radia, Kaahan, Chen, Jianfei +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Data-Centric Foundation Models in Computational Healthcare: A Survey
2024/01/04 by Zhang, Yunkun, Gao, Jin, Tan, Zheling +5 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Text-guided Foundation Model Adaptation for Pathological Image Classification
2023/07/27 by Yunkun Zhang, Jin Gao, Zhang, Yunkun +11 · 3 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Direct Preference Knowledge Distillation for Large Language Models
2024/06/28 by Yixing Li, Yuxian Gu, Li, Yixing +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- GACT: Activation Compressed Training for Generic Network Architectures
2022/06/22 by Liu, Xiaoxuan, Zheng, Lianmin, Wang, Dequan +9 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference
2023/10/17 by Siqi Kou, Lei Gan, Kou, Siqi +7 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Single-cell and spatial transcriptomics #Domain Adaptation and Few-Shot Learning
- Deep Object-Centric Policies for Autonomous Driving
2018/11/13 by Wang, Dequan, Devin, Coline, Cai, Qi-Zhi +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Monocular Plan View Networks for Autonomous Driving
2019/05/16 by Wang, Dequan, Devin, Coline, Cai, Qi-Zhi +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks
2021/05/18 by Wang, Dequan, Ju, An, Shelhamer, Evan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FlockVote: LLM-Empowered Agent-Based Modeling for Simulating U.S. Presidential Elections
2025/11/27 by Lingfeng Zhou, Yi Xu, Zhou, Lingfeng +5 · 1 voice
Computer Science · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #FOS: Computer and information sciences #FOS: Physical sciences #Language and cultural evolution #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #cs.AI #cs.MA #physics.soc-ph
- Towards General Purpose Medical AI: Continual Learning Medical Foundation Model
2023/03/12 by Yi, Huahui, Qin, Ziyuan, Lao, Qicheng +5 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PersonaEval: Are LLM Evaluators Human Enough to Judge Role-Play?
2025/08/06 by Zhou, Lingfeng, Zhang, Jialing, Gao, Jin +2 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Dissecting Dissonance: Benchmarking Large Multimodal Models Against Self-Contradictory Instructions
2024/08/02 by Gao, Jin, Gan, Lei, Li, Yuankai +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery
2025/08/09 by Li, Keyu, Jiang, Mohan, Fu, Dayuan +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- FlowMesh: A Service Fabric for Composable LLM Workflows
2025/10/30 by Shen, Junyi, Wadlom, Noppanat, Zhou, Lingfeng +4 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Do You Need Proprioceptive States in Visuomotor Policies?
2025/09/23 by Zhao, Juntu, Lu, Wenbo, Zhang, Di +10 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)