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Serge Belongie

  1. Feature Pyramid Networks for Object Detection
    2016/12/09 by Tsung-Yi Lin, Lin, Tsung-Yi, Piotr Dollár +9 · 333 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  2. Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
    2017/03/20 by Xun Huang, Serge Belongie, Huang, Xun +1 · 2 voices · 128 citations
    Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #cs.CV
  3. A Metric Learning Reality Check
    2020/03/18 by Kevin Musgrave, Musgrave, Kevin, Serge Belongie +3 · 4 voices · 9 citations
    #cs.CV
  4. Language-driven Semantic Segmentation
    2022/01/10 by Boyi Li, Kilian Q. Weinberger, Li, Boyi +7 · 61 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  5. PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows
    2019/06/28 by Guandao Yang, Yang, Guandao, Xun Huang +9 · 45 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Spatiotemporal Contrastive Video Representation Learning
    2020/08/09 by Rui Qian, Tianjian Meng, Qian, Rui +11 · 22 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  7. COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images
    2016/01/26 by Andreas Veit, Tomáš Matera, Veit, Andreas +7 · 16 citations
    Computer Science · #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
  8. Learning Gradient Fields for Shape Generation
    2020/08/14 by Ruojin Cai, Cai, Ruojin, Guandao Yang +11 · 19 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Residual Networks Behave Like Ensembles of Relatively Shallow Networks
    2016/05/20 by Andreas Veit, Michael J. Wilber, Veit, Andreas +3 · 30 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
  10. Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
    2018/06/16 by Yin Cui, Yang Song, Cui, Yin +7 · 11 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  11. Enhancing Adversarial Example Transferability with an Intermediate Level Attack
    2019/07/23 by Qian Huang, Isay Katsman, Huang, Qian +9 · 9 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)
  12. MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning
    2024/05/04 by Vishal Nedungadi, Ankit Kariryaa, Nedungadi, Vishal +9 · 15 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  13. ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17)
    2017/08/31 by Baoguang Shi, Cong Yao, Shi, Baoguang +15 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Natural Language Processing Techniques
  14. Differentiating through the Fréchet Mean
    2020/02/29 by Aaron Lou, Isay Katsman, Lou, Aaron +8 · 5 citations
    Computer Science · Mathematics · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry #Topological and Geometric Data Analysis
  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. Neural Naturalist: Generating Fine-Grained Image Comparisons
    2019/09/09 by Maxwell Forbes, Christine Kaeser‐Chen, Forbes, Maxwell +5 · 3 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 #Multimodal Machine Learning Applications
  17. Rethinking Few-shot 3D Point Cloud Semantic Segmentation
    2024/03/01 by Zhaochong An, An, Zhaochong, Guolei Sun +13 · 6 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  18. When Does Contrastive Visual Representation Learning Work?
    2021/05/12 by Elijah Cole, Xuan Yang, Cole, Elijah +7 · 3 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  19. Bayesian representation learning with oracle constraints
    2015/06/16 by Theofanis Karaletsos, Karaletsos, Theofanis, Serge Belongie +3 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
    2024/10/29 by Zhaochong An, An, Zhaochong, Guolei Sun +15 · 1 voice · 5 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications #cs.CV
  21. Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences
    2015/09/24 by Andreas Veit, Balázs Kovács, Veit, Andreas +9 · 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 #Visual Attention and Saliency Detection
  22. LoQT: Low-Rank Adapters for Quantized Pretraining
    2024/05/26 by Sebastian Loeschcke, Loeschcke, Sebastian, Mads Toftrup +7 · 3 voices · 2 citations
    Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
  23. DualSDF: Semantic Shape Manipulation using a Two-Level Representation
    2020/04/06 by Zekun Hao, Hao, Zekun, Hadar Averbuch‐Elor +5 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Image Processing and 3D Reconstruction
  24. The Plant Pathology 2020 challenge dataset to classify foliar disease of\n apples
    2020/04/24 by Ranjita Thapa, Thapa, Ranjita, Noah Snavely +5 · 2 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.1 #I.2.10 #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Plant Disease Management Techniques #Plant Pathogenic Bacteria Studies #Plant Pathogens and Fungal Diseases #electronic engineering #information engineering
  25. Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
    2025/04/03 by Mateusz Pach, Pach, Mateusz, Shyamgopal Karthik +7 · 2 voices · 6 citations
    Computer Science · #cs.CV #cs.AI #cs.LG
  26. Learning to Taste: A Multimodal Wine Dataset
    2023/08/31 by Thoranna Bender, Simon Moe Sørensen, Bender, Thoranna +14 · 1 voice · 2 citations
    Business, Management and Accounting · Computer Science · #Wine Industry and Tourism #Music and Audio Processing #Video Analysis and Summarization
  27. Multi-Modal Framing Analysis of News
    2025/03/26 by Arnav Arora, Srishti Yadav, Arora, Arnav +7 · 3 voices · 2 citations
    Social Sciences · #Computational and Text Analysis Methods
  28. 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
  29. Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation
    2022/08/15 by Kevin Musgrave, Musgrave, Kevin, Serge Belongie +3 · 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 and Data Classification
  30. Revealing Fine-Grained Values and Opinions in Large Language Models
    2024/06/27 by Dustin Wright, Wright, Dustin, Arnav Arora +9 · 1 voice · 2 citations
    #cs.CL #cs.CY #cs.LG
  31. RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
    2025/05/20 by Jiaang Li, Li, Jiaang, Yifei Yuan +19 · 1 voice · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  32. The iMaterialist Fashion Attribute Dataset
    2019/06/13 by Sheng Guo, Guo, Sheng, Weilin Huang +15 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Advanced Neural Network Applications
  33. 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
  34. On Label Granularity and Object Localization
    2022/07/20 by Elijah Cole, Michael J. Wilber, Cole, Elijah +15 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  35. Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop
    2015/12/16 by Yin Cui, Cui, Yin, Feng Zhou +5 · 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 #Video Surveillance and Tracking Methods
  36. Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model
    2025/03/20 by Zhaochong An, Guolei Sun, An, Zhaochong +11 · 3 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  37. Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction
    2022/12/20 by Boyi Li, Rodolfo Corona, Li, Boyi +17 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. Better Language Models Exhibit Higher Visual Alignment
    2024/10/09 by Jona Ruthardt, Gertjan J. Burghouts, Ruthardt, Jona +5 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  39. Large Vision-Language Models for Knowledge-Grounded Data Annotation of Memes
    2025/01/23 by Serge Belongie, Deng, Shiling, Belongie, Serge +2 · 2 citations
    Computer Science · Social Sciences · #Sentiment Analysis and Opinion Mining #Misinformation and Its Impacts
  40. Evaluation of Cultural Competence of Vision-Language Models
    2025/05/28 by Srishti Yadav, Yadav, Srishti, Lauren Tilton +23 · 1 voice · 1 citation
    #cs.CV #cs.CL
  41. POEM: Precise Object-level Editing via MLLM control
    2025/04/10 by Marco Schouten, Schouten, Marco, Mehmet Kaya +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  42. Seeing or Knowing? Visual Context Sensitivity in Multimodal Large Language Models
    2026/07/28 by Jiaang Li, Chengzu Li, Zhaochong An +4
    Computer Science · #cs.CV
  43. MODUS: Decoder-Only Any-to-Any Modeling of Diverse Modalities
    2026/07/28 by Mingqiao Ye, Zhaochong An, Zhitong Gao +11
    #cs.CV #cs.AI #cs.LG