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Philip Torr

  1. Gradients without Backpropagation
    2022/02/17 by Atılım Güneş Baydin, Baydin, Atılım Güneş, Barak A. Pearlmutter +7 · 3 voices · 13 citations
    Computer Science · #Machine Learning and ELM #Neural Networks and Applications #Machine Learning and Algorithms
  2. HOTA: A Higher Order Metric for Evaluating Multi-object Tracking
    2020/10/08 by Jonathon Luiten, Aljos̆a Os̆ep, Patrick Dendorfer +4 · 80 citations
    Computer Science · #Video Surveillance and Tracking Methods #Gaze Tracking and Assistive Technology #Target Tracking and Data Fusion in Sensor Networks
  3. Memory in the Age of AI Agents
    2025/12/15 by Yuyang Hu, Hu, Yuyang, Shichun Liu +98 · 3 voices · 17 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Ferroelectric and Negative Capacitance Devices #Reinforcement Learning in Robotics #cs.AI #cs.CL
  4. Is synthetic data from generative models ready for image recognition?
    2022/10/14 by Ruifei He, He, Ruifei, Shuyang Sun +13 · 38 citations
    Computer Science · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  5. Vision-Language Models Do Not Understand Negation
    2025/01/16 by Kumail Alhamoud, Shaden Alshammari, Alhamoud, Kumail +12 · 3 voices · 20 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Speech and dialogue systems #cs.CL #cs.CV
  6. Open Problems in Machine Unlearning for AI Safety
    2025/01/09 by Fazl Barez, Tingchen Fu, Barez, Fazl +39 · 6 voices · 16 citations
    Engineering · #Fault Detection and Control Systems
  7. A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models
    2023/07/24 by Jindong Gu, Zhen Han, Gu, Jindong +16 · 24 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. Towards Interpreting Visual Information Processing in Vision-Language Models
    2024/10/09 by Clement Neo, C.-H. Luke Ong, Neo, Clement +9 · 34 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  9. Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning
    2023/02/06 by Yibo Yang, Haobo Yuan, Yang, Yibo +9 · 18 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  10. Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale
    2019/07/08 by Atılım Güneş Baydin, Lei Shao, Wahid Bhimji +14 · 1 voice · 2 citations
    Computer Science · Mathematics · #cs.LG #cs.PF #stat.ML
  11. Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?
    2023/11/29 by Shuo Chen, Zhen Han, Chen, Shuo +13 · 14 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) #Multimodal Machine Learning Applications
  12. CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
    2023/12/12 by Shuyang Sun, Sun, Shuyang, Runjia Li +7 · 12 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
  13. PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer
    2023/02/07 by Zitong Yu, Yuming Shen, Yu, Zitong +13 · 10 citations
    Engineering · Medicine · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Non-Invasive Vital Sign Monitoring
  14. A Survey on Transferability of Adversarial Examples across Deep Neural Networks
    2023/10/26 by Jindong Gu, Gu, Jindong, Xiaojun Jia +20 · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  15. ImageSpirit
    2013/10/16 by Ming-Ming Cheng, Ming‐Ming Cheng, Shuai Zheng +9 · 1 voice · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #cs.CV #cs.GR
  16. CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios
    2024/03/07 by Qilang Ye, Ye, Qilang, Zitong Yu +9 · 12 citations
    Computer Science · #Speech and dialogue systems
  17. Stop Reasoning! When Multimodal LLM with Chain-of-Thought Reasoning Meets Adversarial Image
    2024/02/22 by Zefeng Wang, Wang, Zefeng, Zhen Han +15 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  18. Online Real-time Multiple Spatiotemporal Action Localisation and\n Prediction
    2016/11/25 by Gurkirt Singh, Singh, Gurkirt, Suman Saha +7 · 3 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 #Video Analysis and Summarization
  19. Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
    2023/06/03 by Shuo Chen, Chen, Shuo, Jindong Gu +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
    2025/05/27 by Wei Pang, Kevin Qinghong Lin, Pang, Wei +7 · 1 voice · 17 citations
    #cs.CV #cs.AI #cs.CL #cs.MA
  21. Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models
    2024/12/06 by Kuofeng Gao, Shu‐Tao Xia, Gao, Kuofeng +7 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  22. Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks?
    2024/04/04 by Shuo Chen, Zhen Han, Chen, Shuo +13 · 9 citations
    Medicine · #Artificial Intelligence in Healthcare and Education
  23. AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
    2024/12/13 by Runtao Liu, Liu, Runtao, Chen, I Chieh +14 · 9 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Handwritten Text Recognition Techniques
  24. Base Models Know How to Reason, Thinking Models Learn When
    2025/10/08 by Constantin Venhoff, Venhoff, Constantin, Iván Arcuschin +7 · 2 voices · 10 citations
    #cs.AI #cs.LG
  25. Mixture of Experts Made Intrinsically Interpretable
    2025/03/05 by Xingyi Yang, Yang, Xingyi, Constantin Venhoff +11 · 1 voice · 9 citations
    Computer Science · #Machine Learning and Algorithms #Neural Networks and Applications #cs.CL #cs.LG
  26. Reliability in Semantic Segmentation: Are We on the Right Track?
    2023/03/20 by Pau de Jorge, de Jorge, Pau, Riccardo Volpi +5 · 3 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
  27. Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples
    2024/04/25 by Kuofeng Gao, Jindong Gu, Gao, Kuofeng +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. LLM Agents Are the Antidote to Walled Gardens
    2025/06/30 by Samuele Marro, Marro, Samuele, Philip Torr +2 · 1 voice · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Currency Recognition and Detection #cs.CL #cs.CY #cs.LG #cs.SI
  29. LUMix: Improving Mixup by Better Modelling Label Uncertainty
    2022/11/29 by Shuyang Sun, Sun, Shuyang, Jie-Neng Chen +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 #Human Pose and Action Recognition #Machine Learning (cs.LG)
  30. As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks?
    2024/03/19 by Anjun Hu, Hu, Anjun, Jindong Gu +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Are LLMs Socially Adaptive? Contrasting Belief Evolution in Large Language Models and Humans
    2024/10/14 by Lei Yu, Lei, Yu, Hao Liu +13 · 4 citations
    Computer Science · Neuroscience · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computational Engineering #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Finance #Psychology of Moral and Emotional Judgment #and Science (cs.CE)
  32. General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments
    2022/12/11 by Xiaogang Xu, Hengshuang Zhao, Xu, Xiaogang +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. MAD-Sherlock: Multi-Agent Debate for Visual Misinformation Detection
    2024/10/26 by Kumud Lakara, Lakara, Kumud, Christian Rupprecht +10 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Misinformation and Its Impacts #Network Security and Intrusion Detection #Spam and Phishing Detection
  34. Interpreting Learned Feedback Patterns in Large Language Models
    2023/10/12 by Luke Marks, Amir Abdullah, Marks, Luke +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  35. Interleaving Reasoning for Better Text-to-Image Generation
    2025/09/08 by Wenxuan Huang, Huang, Wenxuan, Shuang Chen +33 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  36. Quantifying Feature Space Universality Across Large Language Models via Sparse Autoencoders
    2024/10/09 by Michael Lan, Lan, Michael, Philip Torr +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  37. A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization
    2024/03/17 by Yudong Luo, Yangchen Pan, Luo, Yudong +7 · 2 citations
    Decision Sciences · Engineering · #Advanced Control Systems Optimization #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  38. ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation
    2026/05/07 by Omar El Khalifi, Thomas Rossi, Oscar Fossey +6 · 2 voices
    #cs.CV #cs.AI #cs.LG
  39. DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
    2025/09/01 by Haiyuan Wan, Chen Yang, Wan, Haiyuan +22 · 8 citations
    Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Scientific Computing and Data Management #Topic Modeling
  40. AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research
    2025/05/17 by Renqi Chen, Haoyang Su, Chen, Renqi +18 · 1 voice
    Computer Science · Decision Sciences · Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning and Data Classification #Machine Learning in Materials Science #Physics and Society (physics.soc-ph) #Scientific Computing and Data Management #cs.AI #cs.CL #physics.soc-ph
  41. h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning
    2025/10/08 by Sumeet Motwani, Sumeet Ramesh Motwani, Motwani, Sumeet Ramesh +17 · 1 voice
    Computer Science · #Machine Learning and Data Classification #cs.AI #cs.LG
  42. In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate?
    2025/04/17 by Ben Bucknall, Saad Siddiqui, Bucknall, Ben +41 · 2 voices · 2 citations
    #cs.CY
  43. Improving Adversarial Transferability via Model Alignment
    2023/11/30 by Avery Ma, Amir‐massoud Farahmand, Ma, Avery +7 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. ToolTweak: An Attack on Tool Selection in LLM-based Agents
    2025/10/02 by Jonathan Sneh, Ruomei Yan, Sneh, Jonathan +15 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Web Application Security Vulnerabilities
  45. AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment
    2024/04/07 by Yuanfeng Xu, Xu, Yuanfeng, Yuhao Chen +11 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
  46. LLM Jailbreak Detection for (Almost) Free!
    2025/09/18 by Guorui Chen, Chen, Guorui, Yifan Xia +9 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences
  47. Learning Camera Movement Control from Real-World Drone Videos
    2024/12/12 by Yunzhong Hou, Liang Zheng, Hou, Yunzhong +3 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #Robotic Path Planning Algorithms
  48. An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models
    2024/04/23 by Yangchen Pan, Pan, Yangchen, Junfeng Wen +5 · 1 citation
    Computer Science · #Speech Recognition and Synthesis
  49. Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
    2025/10/18 by Junchi Yu, Yujie Liu, Yu, Junchi +6 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling
  50. Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval
    2024/11/06 by Davide Buoso, Luke Robinson, Buoso, Davide +9 · 1 citation
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO)