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Ser-Nam Lim

  1. Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors
    2019/10/31 by Zuxuan Wu, Ser-Nam Lim, Wu, Zuxuan +6 · 3 voices · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
  2. A Metric Learning Reality Check
    2020/03/18 by Kevin Musgrave, Serge Belongie, Musgrave, Kevin +3 · 4 voices · 10 citations
    #cs.CV
  3. NeRV: Neural Representations for Videos
    2021/10/26 by Hao Chen, Bo He, Chen, Hao +9 · 35 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Video Coding and Compression Technologies #electronic engineering #information engineering
  4. AdaViT: Adaptive Vision Transformers for Efficient Image Recognition
    2021/11/30 by Lingchen Meng, Hengduo Li, Meng, Lingchen +11 · 30 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  5. MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
    2024/04/08 by Bo He, Hengduo Li, He, Bo +13 · 50 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  6. Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning
    2022/12/09 by Jishnu Mukhoti, Tsung‐Yu Lin, Mukhoti, Jishnu +11 · 23 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  7. ObjectFormer for Image Manipulation Detection and Localization
    2022/03/28 by Junke Wang, Zuxuan Wu, Wang, Junke +11 · 17 citations
    Computer Science · #Digital Media Forensic Detection #Advanced Steganography and Watermarking Techniques #Generative Adversarial Networks and Image Synthesis
  8. M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
    2021/04/20 by Junke Wang, Wang, Junke, Zuxuan Wu +11 · 13 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  9. Enhancing Adversarial Example Transferability with an Intermediate Level Attack
    2019/07/23 by Qian Huang, Huang, Qian, Isay Katsman +9 · 12 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cardiac Arrest and Resuscitation #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)
  10. On the Robustness of Large Multimodal Models Against Image Adversarial Attacks
    2023/12/06 by Alejandro Aparcedo, Cui, Xuanming, Young Kyun Jang +4 · 19 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  11. HNeRV: A Hybrid Neural Representation for Videos
    2023/04/05 by Hao Chen, Matt Gwilliam, Chen, Hao +5 · 15 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
  12. HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
    2022/07/28 by Yongming Rao, Rao, Yongming, Wenliang Zhao +9 · 13 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 #Multimodal Machine Learning Applications
  13. On Feature Normalization and Data Augmentation
    2020/02/25 by Boyi Li, Felix Wu, Li, Boyi +7 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. Detecting Everything in the Open World: Towards Universal Object Detection
    2023/03/21 by Zhenyu Wang, Wang, Zhenyu, Yali Li +11 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  15. Intentonomy: a Dataset and Study towards Human Intent Understanding
    2020/11/11 by Menglin Jia, Zuxuan Wu, Jia, Menglin +9 · 5 citations
    Arts and Humanities · Computer Science · Social Sciences · #Media Influence and Health #Visual Attention and Saliency Detection #Misinformation and Its Impacts
  16. New Benchmarks for Learning on Non-Homophilous Graphs
    2021/04/03 by Derek Lim, Lim, Derek, Xiuyu Li +5 · 5 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Social and Information Networks (cs.SI)
  17. Curriculum Manager for Source Selection in Multi-Source Domain Adaptation
    2020/07/02 by Luyu Yang, Yogesh Balaji, Yang, Luyu +5 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  18. Riemannian Residual Neural Networks
    2023/10/16 by Isay Katsman, Eric Ming Chen, Katsman, Isay +11 · 5 citations
    Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry
  19. VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention
    2024/12/03 by Mingzhe Zheng, Yang Xu, Zheng, Mingzhe +18 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
  20. Next Patch Prediction for Autoregressive Visual Generation
    2024/12/19 by Pang, Yatian, Jin, Peng, Shuo Yang +17 · 10 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
  21. A Frequency Perspective of Adversarial Robustness
    2021/10/26 by Shishira R Maiya, Max Ehrlich, Maiya, Shishira R +9 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
  22. Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation
    2022/08/15 by Kevin Musgrave, Serge Belongie, Musgrave, Kevin +3 · 3 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 and Data Classification
  23. Towards Scalable Neural Representation for Diverse Videos
    2023/03/24 by Bo He, Xitong Yang, He, Bo +15 · 4 citations
    Computer Science · #Human Pose and Action Recognition #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
  24. Sample-dependent Adaptive Temperature Scaling for Improved Calibration
    2022/07/13 by Tom Joy, Joy, Tom, Francesco Pinto +7 · 3 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Machine Learning in Materials Science
  25. Composing Object Relations and Attributes for Image-Text Matching
    2024/06/17 by Khoi Pham, Chuong Huynh, Pham, Khoi +5 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Natural Language Processing Techniques
  26. LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
    2025/03/11 by Xianfeng Wu, Wu, Xianfeng, Bai, Yajing +18 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  27. Analyzing and Mitigating JPEG Compression Defects in Deep Learning
    2020/11/17 by Max Ehrlich, Larry S. Davis, Ehrlich, Max +5 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  28. VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention
    2025/03/19 by Mingzhe Zheng, Zheng, Mingzhe, Yang Xu +18 · 9 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization #Virtual Reality Applications and Impacts
  29. Computationally Budgeted Continual Learning: What Does Matter?
    2023/03/20 by Ameya Prabhu, Hasan Abed Al Kader Hammoud, Prabhu, Ameya +11 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Data Stream Mining Techniques #Water Systems and Optimization
  30. MixNorm: Test-Time Adaptation Through Online Normalization Estimation
    2021/10/21 by Xuefeng Hu, Hu, Xuefeng, Uzunbas, Gokhan +10 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  31. PyTorch Metric Learning
    2020/08/20 by Kevin Musgrave, Serge Belongie, Musgrave, Kevin +3 · 3 citations
    Computer Science · #Face and Expression Recognition #Machine Learning and Data Classification #Image Retrieval and Classification Techniques
  32. Cross-X Learning for Fine-Grained Visual Categorization
    2019/09/10 by Wei Luo, Xitong Yang, Luo, Wei +13 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  33. Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning
    2024/03/15 by Dongmin Park, Zhaofang Qian, Park, Dongmin +5 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Epilepsy research and treatment #Machine Learning in Healthcare
  34. Open-vocabulary Panoptic Segmentation with Embedding Modulation
    2023/03/20 by Xi Chen, Chen, Xi, Shuang Li +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  35. Test-Time Distribution Normalization for Contrastively Learned Vision-language Models
    2023/02/22 by Yifei Zhou, Juntao Ren, Zhou, Yifei +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #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
  36. CNeRV: Content-adaptive Neural Representation for Visual Data
    2022/11/18 by Hao Chen, Chen, Hao, Matt Gwilliam +7 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  37. Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?
    2023/05/16 by Hasan Abed Al Kader Hammoud, Ameya Prabhu, Hammoud, Hasan Abed Al Kader +9 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Respiratory viral infections research
  38. Revisiting Kernel Temporal Segmentation as an Adaptive Tokenizer for Long-form Video Understanding
    2023/09/20 by Mohamed Afham, Afham, Mohamed, Satya Narayan Shukla +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  39. Fast Encoding and Decoding for Implicit Video Representation
    2024/09/28 by Hao Chen, Chen, Hao, Saining Xie +5 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Video Coding and Compression Technologies #Advanced Data Compression Techniques
  40. LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision
    2023/04/15 by Jiani Huang, Ziyang Li, Huang, Jiani +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  41. One-Shot Domain Adaptation For Face Generation
    2020/03/28 by Chao Yang, Yang, Chao, Ser-Nam Lim +1 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  42. Deep Video Inpainting Detection
    2021/01/26 by Peng Zhou, Zhou, Peng, Ning Yu +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  43. Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval
    2024/05/01 by Young Kyun Jang, Dat Huynh, Jang, Young Kyun +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  44. Robustness and Generalization via Generative Adversarial Training
    2021/09/06 by Omid Poursaeed, Tianxing Jiang, Poursaeed, Omid +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
  45. Object-Centric Unsupervised Image Captioning
    2021/12/02 by Zihang Meng, Meng, Zihang, David Yang +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  46. DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and Trustworthiness
    2024/11/29 by Ahmad Mohammadshirazi, Pinaki Prasad Guha Neogi, Mohammadshirazi, Ahmad +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  47. Spartan: Differentiable Sparsity via Regularized Transportation
    2022/05/27 by Kai Sheng Tai, Tai, Kai Sheng, Taipeng Tian +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
  48. Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning
    2024/09/16 by Amin Karimi Monsefi, Monsefi, Amin Karimi, Mengxi Zhou +9 · 2 citations
    Engineering · #Image Processing Techniques and Applications
  49. Raising the Bar on the Evaluation of Out-of-Distribution Detection
    2022/09/24 by Jishnu Mukhoti, Tsung‐Yu Lin, Mukhoti, Jishnu +11 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #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)
  50. Totems: Physical Objects for Verifying Visual Integrity
    2022/09/26 by Jingwei Ma, Ma, Jingwei, Lucy Chai +11 · 1 citation
    Computer Science · Engineering · #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning #Integrated Circuits and Semiconductor Failure Analysis
  51. Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements
    2023/12/13 by Gaurav Shrivastava, Ser-Nam Lim, Shrivastava, Gaurav +3 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  52. When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding
    2025/06/05 by Shu Yan, Shu, Yan, Huiyan Lin +17 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  53. AirSketch: Generative Motion to Sketch
    2024/07/12 by Hui Xian Grace Lim, Lim, Hui Xian Grace, Xuanming Cui +5 · 1 citation
    Engineering · #Architecture and Computational Design #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Spatial Cognition and Navigation
  54. Fine-grained Synthesis of Unrestricted Adversarial Examples
    2019/11/20 by Omid Poursaeed, Poursaeed, Omid, Tianxing Jiang +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  55. Towards Chunk-Wise Generation for Long Videos
    2024/11/27 by Siyang Zhang, Zhang, Siyang, Ser-Nam Lim +1 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
  56. CML-Bench: A Framework for Evaluating and Enhancing LLM-Powered Movie Scripts Generation
    2025/10/01 by Zheng, Mingzhe, Song, Dingjie, Zhou, Guanyu +13 · 2 citations
    Engineering · #Advanced Numerical Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences