James Bailey
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 126 citations
#cs.LG #cs.AI #cs.CL
- Symmetric Cross Entropy for Robust Learning with Noisy Labels
2019/08/16 by Yisen Wang, Xingjun Ma, Wang, Yisen +9 · 48 citations
Computer Science · Engineering · #Machine Learning and Data Classification #Water Systems and Optimization #Anomaly Detection Techniques and Applications
- Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
2018/01/08 by Xingjun Ma, Ma, Xingjun, Bo Li +15 · 33 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) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
- Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks
2020/07/05 by Yunfei Liu, Liu, Yunfei, Xingjun Ma +5 · 25 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications
- Normalized Loss Functions for Deep Learning with Noisy Labels
2020/06/24 by Xingjun Ma, Hanxun Huang, Ma, Xingjun +9 · 28 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Music and Audio Processing
- Unlearnable Examples: Making Personal Data Unexploitable
2021/01/13 by Hanxun Huang, Xingjun Ma, Huang, Hanxun +7 · 21 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Clean-Label Backdoor Attacks on Video Recognition Models
2020/03/06 by Shihao Zhao, Zhao, Shihao, Xingjun Ma +9 · 11 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
2020/02/14 by Dongxian Wu, Wu, Dongxian, Yisen Wang +7 · 15 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nuclear Materials and Properties #Security and Verification in Computing
- On the Convergence and Robustness of Adversarial Training
2021/12/15 by Yisen Wang, Xingjun Ma, Wang, Yisen +9 · 12 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
- Dimensionality-Driven Learning with Noisy Labels
2018/06/07 by Xingjun Ma, Ma, Xingjun, Yisen Wang +13 · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Image and Object Detection Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections
2016/12/01 by Zakaria Mhammedi, Mhammedi, Zakaria, Andrew Hellicar +5 · 7 citations
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
- Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
2024/06/05 by Jinhao Li, Haopeng Li, Li, Jinhao +9 · 18 citations
Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety
2025/02/02 by Xingjun Ma, Yifeng Gao, Ma, Xingjun +88 · 30 citations
Health Professions · Decision Sciences · Engineering · #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
- Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
2021/10/07 by Hanxun Huang, Yisen Wang, Huang, Hanxun +9 · 6 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition
2022/07/25 by Yunsheng Pang, Pang, Yunsheng, Qiuhong Ke +7 · 6 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Hand Gesture Recognition Systems
- Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition
2024/06/19 by Anqi Zhu, Qiuhong Ke, Zhu, Anqi +5 · 9 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Adjusting for Chance Clustering Comparison Measures
2015/12/03 by Simone Romano, Romano, Simone, Nguyễn Xuân Vinh +5 · 2 citations
Computer Science · Economics, Econometrics and Finance · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical Mechanics and Entropy
- Whose Side Are You On? Investigating the Political Stance of Large Language Models
2024/03/15 by Pagnarasmey Pit, Pit, Pagnarasmey, Xingjun Ma +15 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Social and Information Networks (cs.SI) #Topic Modeling
- LDReg: Local Dimensionality Regularized Self-Supervised Learning
2024/01/19 by Hanxun Huang, Ricardo J. G. B. Campello, Huang, Hanxun +9 · 2 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) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
- X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
2025/05/08 by Hanxun Huang, Huang, Hanxun, Sarah Erfani +7 · 6 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Investigating the replicability of the social and behavioural sciences
2026/04/01 by Andrew H. Tyner, Anna Lou Abatayo, Mason Daley +312 · 1 voice · 8 citations
Decision Sciences · Mathematics · Psychology · #Advanced Causal Inference Techniques #Mental Health Research Topics #Meta-analysis and systematic reviews
- Time Series Representation Learning with Supervised Contrastive Temporal Transformer
2024/03/16 by Yuansan Liu, Sudanthi Wijewickrema, Liu, Yuansan +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Unlearnable Examples For Time Series
2024/02/03 by Yujing Jiang, Jiang, Yujing, Xingjun Ma +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
- Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series Forecasting
2024/06/05 by Yuansan Liu, Sudanthi Wijewickrema, Liu, Yuansan +9 · 1 citation
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG)
- Investigating the reproducibility of the social and behavioural sciences
2026/04/01 by Olivia Miske, Anna Lou Abatayo, Mason Daley +142 · 3 voices · 4 citations
Decision Sciences · #Academic Publishing and Open Access #Meta-analysis and systematic reviews #scientometrics and bibliometrics research
- GeoDetect: Geometric Adversarial Detection for VLPs
2026/07/16 by Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +2
#cs.CV #cs.LG