Hongge Chen
- Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
2021/01/21 by Huan Zhang, Zhang, Huan, Hongge Chen +5 · 13 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Robustness Verification of Tree-based Models
2019/06/10 by Hongge Chen, Chen, Hongge, Huan Zhang +9 · 3 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Adversarial T-shirt! Evading Person Detectors in A Physical World
2019/10/18 by Kaidi Xu, Xu, Kaidi, Gaoyuan Zhang +16 · 1 voice · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning
2017/12/06 by Hongge Chen, Chen, Hongge, Huan Zhang +7 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
- Causal Composition Diffusion Model for Closed-loop Traffic Generation
2024/12/23 by Haohong Lin, Lin, Haohong, Xin Huang +15 · 5 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Simulation Techniques and Applications
- DriveGPT: Scaling Autoregressive Behavior Models for Driving
2024/12/19 by Xin Huang, Eric M. Wolff, Huang, Xin +26 · 5 citations
Engineering · Health Professions · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Older Adults Driving Studies #Robotics (cs.RO) #Transportation and Mobility Innovations
- Multi-Stage Influence Function
2020/07/17 by Hongge Chen, Si Si, Chen, Hongge +11 · 2 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) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
- Sharp embedding results and geometric inequalities for Hörmander vector fields
2024/04/30 by Hua Chen, Hongge Chen, Chen, Hua +3 · 3 citations
Mathematics · #35H20 #35J70 #46E35 #Advanced Banach Space Theory #Advanced Differential Equations and Dynamical Systems #Analysis of PDEs (math.AP) #FOS: Mathematics #Nonlinear Differential Equations Analysis
- Finite Potential Energy for Entire Solutions of the Planar Ginzburg--Landau Equation
2026/07/20 by Hongge Chen, Juncheng Wei, Haicheng Yan +1
#math.AP #math-ph #math.MP