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Mohan Kankanhalli

  1. Hallucination is Inevitable: An Innate Limitation of Large Language Models
    2024/01/22 by Ziwei Xu, Sanjay Jain, Xu, Ziwei +3 · 42 voices · 99 citations
    Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. Reasoning LLMs are Wandering Solution Explorers
    2025/05/26 by Jiahao Lu, Ziwei Xu, Lu, Jiahao +3 · 12 voices · 2 citations
    Computer Science · Social Sciences · #Semantic Web and Ontologies #Artificial Intelligence in Law
  3. Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher
    2022/05/17 by Vikram S Chundawat, Chundawat, Vikram S, Ayush K Tarun +5 · 28 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  4. Multimodal fusion for multimedia analysis: a survey
    2010/04/03 by Pradeep K. Atrey, M. Anwar Hossain, Abdulmotaleb El Saddik +2 · 14 citations
    Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Music and Audio Processing #Remote-Sensing Image Classification
  5. Finetuning Text-to-Image Diffusion Models for Fairness
    2023/11/11 by Xudong Shen, Chao Du, Shen, Xudong +9 · 17 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Attacks Which Do Not Kill Training Make Adversarial Learning Stronger
    2020/02/26 by Jingfeng Zhang, Xilie Xu, Zhang, Jingfeng +11 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications
  7. PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences
    2022/05/27 by Hehe Fan, Xin Yu, Fan, Hehe +7 · 8 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #3D Shape Modeling and Analysis #Human Motion and Animation
  8. Dual-Glance Model for Deciphering Social Relationships
    2017/08/02 by Junnan Li, Yongkang Wong, Li, Junnan +5 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  9. Interact as You Intend: Intention-Driven Human-Object Interaction Detection
    2018/08/29 by Bingjie Xu, Junnan Li, Xu, Bingjie +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  10. Disentangled Multimodal Representation Learning for Recommendation
    2022/03/10 by Fan Liu, Huilin Chen, Liu, Fan +9 · 5 citations
    Computer Science · #FOS: Computer and information sciences #H.3.3 #H.5.1 #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
  11. Diffusion Facial Forgery Detection
    2024/01/29 by Harry H. Cheng, Yangyang Guo, Cheng, Harry +7 · 7 citations
    Computer Science · #Digital Media Forensic Detection
  12. On Modality Bias Recognition and Reduction
    2022/02/25 by Yangyang Guo, Guo, Yangyang, Liqiang Nie +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  13. Locality-Sensitive Hashing Scheme based on Longest Circular Co-Substring
    2020/04/11 by Yifan Lei, Lei, Yifan, Qiang Huang +5 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
  14. Joint Vision-Language Social Bias Removal for CLIP
    2024/11/19 by Haoyu Zhang, Zhang, Haoyu, Yangyang Guo +3 · 8 citations
    Computer Science · Health Professions · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Natural Language Processing Techniques #Text Readability and Simplification
  15. The Singapore Consensus on Global AI Safety Research Priorities
    2025/06/25 by Yoshua Bengio, Bengio, Yoshua, Tegan Maharaj +171 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
  16. Unsupervised Online Video Object Segmentation with Motion Property\n Understanding
    2018/10/08 by Tao Zhuo, Zhuo, Tao, Zhiyong Cheng +7 · 2 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) #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  17. Near-Optimal Active Learning of Multi-Output Gaussian Processes
    2015/11/21 by Yehong Zhang, Trong Nghia Hoang, Zhang, Yehong +5 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  18. TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
    2024/05/22 by Wei Li, Hehe Fan, Li, Wei +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
  19. The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
    2024/11/13 by Yangyang Guo, Guo, Yangyang, Fangkai Jiao +5 · 5 citations
    Computer Science · Engineering · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Cybersecurity and Cyber Warfare Studies #FOS: Computer and information sciences #Information and Cyber Security #Safety Systems Engineering in Autonomy
  20. Effective Abstract Reasoning with Dual-Contrast Network
    2022/05/27 by Tao Zhuo, Mohan Kankanhalli, Zhuo, Tao +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Rough Sets and Fuzzy Logic
  21. A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA
    2022/06/30 by Yangyang Guo, Guo, Yangyang, Liqiang Nie +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  22. Deep Regression Unlearning
    2022/10/15 by Ayush K Tarun, Tarun, Ayush K, Vikram S Chundawat +5 · 2 citations
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  23. Multi-keyword multi-click advertisement option contracts for sponsored search
    2013/07/18 by Bowei Chen, Jun Wang, Chen, Bowei +5 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Consumer Market Behavior and Pricing #Auction Theory and Applications #Digital Platforms and Economics
  24. What Makes for Good Visual Tokenizers for Large Language Models?
    2023/05/20 by Guangzhi Wang, Wang, Guangzhi, Yixiao Ge +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  25. Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation
    2023/09/28 by Yash Sinha, Murari Mandal, Sinha, Yash +3 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Advanced Neural Network Applications
  26. Unsupervised Learning of View-invariant Action Representations
    2018/09/06 by Junnan Li, Li, Junnan, Yongkang Wong +5 · 1 citation
    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
  27. Visual Social Relationship Recognition
    2018/12/13 by Junnan Li, Yongkang Wong, Li, Junnan +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  28. PELA: Learning Parameter-Efficient Models with Low-Rank Approximation
    2023/10/16 by Yangyang Guo, Guangzhi Wang, Guo, Yangyang +3 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  29. Attentive Long Short-Term Preference Modeling for Personalized Product Search
    2018/11/26 by Yangyang Guo, Zhiyong Cheng, Guo, Yangyang +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
  30. Solving Raven's Progressive Matrices with Neural Networks
    2020/02/05 by Tao Zhuo, Zhuo, Tao, Mohan Kankanhalli +1 · 4 citations
    Computer Science · #Neural Networks and Applications #Face and Expression Recognition #Machine Learning and Data Classification
  31. STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting
    2024/06/07 by Zenghao Chai, Chen Tang, Chai, Zenghao +5 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  32. OrgAccess: A Benchmark for Role Based Access Control in Organization Scale LLMs
    2025/05/25 by Umakanta Maharana, Sanyal, Debdeep, Yash Sinha +10 · 3 citations
    Business, Management and Accounting · Social Sciences · #Business Law and Ethics #Employer Branding and e-HRM #Knowledge Management and Sharing
  33. Learning to Agree on Vision Attention for Visual Commonsense Reasoning
    2023/02/04 by Zhenyang Li, Yangyang Guo, Li, Zhenyang +9 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  34. Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection
    2023/02/08 by Xilie Xu, Jingfeng Zhang, Xu, Xilie +7 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI
  35. DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation
    2023/07/31 by Yue Zhang, Hehe Fan, Zhang, Yue +5 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #3D Shape Modeling and Analysis
  36. Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization
    2023/04/30 by Xilie Xu, Xu, Xilie, Jingfeng Zhang +7 · 1 citation
    Engineering · Computer Science · #Geophysical Methods and Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  37. Understanding the Interaction of Adversarial Training with Noisy Labels
    2021/02/06 by Jianing Zhu, Jingfeng Zhang, Zhu, Jianing +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Machine Learning and Algorithms
  38. Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models
    2023/11/26 by Yuwei Zhan, Zhan, Yu-Wei, Fan Liu +9 · 1 citation
    Computer Science · #Visual Attention and Saliency Detection #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  39. Bullying the Machine: How Personas Increase LLM Vulnerability
    2025/05/19 by Xu Zou, Xu, Ziwei, Udit Sanghi +3 · 3 citations
    Computer Science · Social Sciences · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Persona Design and Applications
  40. Helping Users Tackle Algorithmic Threats on Social Media: A Multimedia\n Research Agenda
    2020/08/26 by Christian von der Weth, von der Weth, Christian, Ashraf Abdul +5 · 1 citation
    Psychology · Social Sciences · #Digital Mental Health Interventions #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimedia (cs.MM) #Social and Information Networks (cs.SI)