Serge J. Belongie

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 200

Top Venues

Publications

Vishal Nedungadi, Ankit Kariryaa, Stefan Oehmcke, Serge J. Belongie, Christian Igel, Nico Lang
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning. CoRR (2024)
Sebastian Loeschcke, Dan Wang, Christian Leth-Espensen, Serge J. Belongie, Michael J. Kastoryano, Sagie Benaim
Coarse-To-Fine Tensor Trains for Compact Visual Representations. CoRR (2024)
Sebastian Loeschcke, Mads Toftrup, Michael J. Kastoryano, Serge J. Belongie, Vésteinn Snæbjarnarson
LoQT: Low Rank Adapters for Quantized Training. CoRR (2024)
Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie
Rethinking Few-shot 3D Point Cloud Semantic Segmentation. CoRR (2024)
Bingchen Zhao, Nico Lang, Serge J. Belongie, Oisin Mac Aodha
Labeled Data Selection for Category Discovery. CoRR (2024)
Sagie Benaim, Frederik Warburg, Peter Ebert Christensen, Serge J. Belongie
Volumetric Disentanglement for 3D Scene Manipulation. WACV (2024)
Peter Ebert Christensen, Vésteinn Snæbjarnarson, Andrea Dittadi, Serge J. Belongie, Sagie Benaim
Assessing Neural Network Robustness via Adversarial Pivotal Tuning. WACV (2024)
Philip Enevoldsen, Christian Gundersen, Nico Lang, Serge J. Belongie, Christian Igel
Familiarity-Based Open-Set Recognition Under Adversarial Attacks. CoRR (2023)
Thoranna Bender, Simon Møe Sørensen, Alireza Kashani, Kristjan Eldjarn Hjorleifsson, Grethe Hyldig, Søren Hauberg, Serge J. Belongie, Frederik Warburg
Learning to Taste: A Multimodal Wine Dataset. NeurIPS (2023)
Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas A. Funkhouser, Bharath Hariharan, Serge J. Belongie
Polynomial Neural Fields for Subband Decomposition and Manipulation. CoRR (2023)
Thoranna Bender, Simon Møe Sørensen, Alireza Kashani, Kristjan Eldjarn Hjorleifsson, Grethe Hyldig, Søren Hauberg, Serge J. Belongie, Frederik Warburg
Learning to Taste: A Multimodal Wine Dataset. CoRR (2023)
Mengyun Shi, Claire Cardie, Serge J. Belongie
Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste? CoRR (2023)
Mengyun Shi, Serge J. Belongie, Claire Cardie
Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste. CoRR (2023)
Peter Ebert Christensen, Srishti Yadav, Serge J. Belongie
Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning. CoRR (2023)
Idan Schwartz, Vésteinn Snæbjarnarson, Sagie Benaim, Hila Chefer, Ryan Cotterell, Lior Wolf, Serge J. Belongie
Discriminative Class Tokens for Text-to-Image Diffusion Models. CoRR (2023)
Idan Schwartz, Vésteinn Snæbjarnarson, Hila Chefer, Serge J. Belongie, Lior Wolf, Sagie Benaim
Discriminative Class Tokens for Text-to-Image Diffusion Models. ICCV (2023)
Sebastian Loeschcke, Serge J. Belongie, Sagie Benaim
Text-Driven Stylization of Video Objects. ECCV Workshops (4) (2022)
Peter Ebert Christensen, Vésteinn Snæbjarnarson, Andrea Dittadi, Serge J. Belongie, Sagie Benaim
Assessing Neural Network Robustness via Adversarial Pivotal Tuning. CoRR (2022)
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
Occluded Video Instance Segmentation: A Benchmark. Int. J. Comput. Vis. 130 (8) (2022)
Sagie Benaim, Frederik Warburg, Peter Ebert Christensen, Serge J. Belongie
Volumetric Disentanglement for 3D Scene Manipulation. CoRR (2022)
Sebastian Loeschcke, Serge J. Belongie, Sagie Benaim
Text-Driven Stylization of Video Objects. CoRR (2022)
Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge J. Belongie, Bharath Hariharan, Ser-Nam Lim
Visual Prompt Tuning. ECCV (33) (2022)
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie
When Does Contrastive Visual Representation Learning Work? CVPR (2022)
Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
PyTorch Adapt. CoRR (2022)
Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie
Fine-Grained Image Analysis With Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge J. Belongie, Bharath Hariharan, Ser-Nam Lim
Visual Prompt Tuning. CoRR (2022)
Jingdong Wang, Zhuowen Tu, Jianlong Fu, Nicu Sebe, Serge J. Belongie
Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu
Implicit Neural Representations with Levels-of-Experts. NeurIPS (2022)
Boyi Li, Serge J. Belongie, Ser-Nam Lim, Abe Davis
Neural Image Recolorization for Creative Domains. CVPR Workshops (2022)
Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas A. Funkhouser, Bharath Hariharan, Serge J. Belongie
Polynomial Neural Fields for Subband Decomposition and Manipulation. NeurIPS (2022)
Grant Van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge J. Belongie
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset. CoRR (2022)
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Flora Yu Shen, Katie Luo, Guandao Yang, Harald Haraldsson, Serge J. Belongie
Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis. CoRR (2022)
Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha
On Label Granularity and Object Localization. CoRR (2022)
Grant Van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge J. Belongie
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset. ECCV (8) (2022)
Peter Ebert Christensen, Frederik Warburg, Menglin Jia, Serge J. Belongie
Searching for Structure in Unfalsifiable Claims. CoRR (2022)
Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui
On Temporal Granularity in Self-Supervised Video Representation Learning. BMVC (2022)
Katie Luo, Guandao Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge J. Belongie
Stay Positive: Non-Negative Image Synthesis for Augmented Reality. CoRR (2022)
Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha
On Label Granularity and Object Localization. ECCV (10) (2022)
Rui Qian, Yeqing Li, Zheng Xu, Ming-Hsuan Yang, Serge J. Belongie, Yin Cui
Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models. CoRR (2022)
Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
Benchmarking Validation Methods for Unsupervised Domain Adaptation. CoRR (2022)
Boyi Li, Rodolfo Corona, Karttikeya Mangalam, Catherine Chen, Daniel Flaherty, Serge J. Belongie, Kilian Q. Weinberger, Jitendra Malik, Trevor Darrell, Dan Klein
Does unsupervised grammar induction need pixels? CoRR (2022)
Boyi Li, Kilian Q. Weinberger, Serge J. Belongie, Vladlen Koltun, René Ranftl
Language-driven Semantic Segmentation. ICLR (2022)
Boyi Li, Yin Cui, Tsung-Yi Lin, Serge J. Belongie
SITTA: Single Image Texture Translation for Data Augmentation. ECCV Workshops (2) (2022)
Boyi Li, Kilian Q. Weinberger, Serge J. Belongie, Vladlen Koltun, René Ranftl
Language-driven Semantic Segmentation. CoRR (2022)
Riccardo de Lutio, Damon Little, Barbara Ambrose, Serge J. Belongie
The Herbarium 2021 Half-Earth Challenge Dataset. CoRR (2021)
Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge J. Belongie, Yin Cui
Spatiotemporal Contrastive Video Representation Learning. CVPR (2021)
Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
Unsupervised Domain Adaptation: A Reality Check. CoRR (2021)
Andrew Atkins, Serge J. Belongie, Harald Haraldsson
Continuous Travel In Virtual Reality Using a 3D Portal. UIST (Adjunct Volume) (2021)
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
Exploring Visual Engagement Signals for Representation Learning. CoRR (2021)
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
Exploring Visual Engagement Signals for Representation Learning. ICCV (2021)
Menglin Jia, Bor-Chun Chen, Zuxuan Wu, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
Rethinking Nearest Neighbors for Visual Classification. CoRR (2021)
Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu
GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds. CoRR (2021)
Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui
Exploring Temporal Granularity in Self-Supervised Video Representation Learning. CoRR (2021)
Boyi Li, Yin Cui, Tsung-Yi Lin, Serge J. Belongie
Single Image Texture Translation for Data Augmentation. CoRR (2021)
Boyi Li, Felix Wu, Ser-Nam Lim, Serge J. Belongie, Kilian Q. Weinberger
On Feature Normalization and Data Augmentation. CVPR (2021)
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR (2021)
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge. NeurIPS Datasets and Benchmarks (2021)
Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim
Robustness and Generalization via Generative Adversarial Training. CoRR (2021)
Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha
Benchmarking Representation Learning for Natural World Image Collections. CVPR (2021)
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW (2021)
Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu
GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds. ICCV (2021)
Guandao Yang, Serge J. Belongie, Bharath Hariharan, Vladlen Koltun
Geometry Processing with Neural Fields. NeurIPS (2021)
Katie Luo, Guandao Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge J. Belongie
Stay Positive: Non-Negative Image Synthesis for Augmented Reality. CVPR (2021)
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
Occluded Video Instance Segmentation. CoRR (2021)
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai
Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge. CoRR (2021)
Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie
Fine-Grained Image Analysis with Deep Learning: A Survey. CoRR (2021)
Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim
Robustness and Generalization via Generative Adversarial Training. ICCV (2021)
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie
When Does Contrastive Visual Representation Learning Work? CoRR (2021)
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR (2021)
Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha
Benchmarking Representation Learning for Natural World Image Collections. CoRR (2021)
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
Intentonomy: A Dataset and Study Towards Human Intent Understanding. CVPR (2021)
Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge J. Belongie, Yin Cui
Spatiotemporal Contrastive Video Representation Learning. CoRR (2020)
Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
A Metric Learning Reality Check. CoRR (2020)
Boyi Li, Felix Wu, Ser-Nam Lim, Serge J. Belongie, Kilian Q. Weinberger
On Feature Normalization and Data Augmentation. CoRR (2020)
Søren Skovsen, Harald Haraldsson, Abe Davis, Henrik Karstoft, Serge J. Belongie
Decoupled Localization and Sensing with HMD-based AR for Interactive Scene Acquisition. ISMAR Adjunct (2020)
Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge J. Belongie
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset. CoRR (2020)
Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
PyTorch Metric Learning. CoRR (2020)
Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge J. Belongie, Noah Snavely, Bharath Hariharan
Learning Gradient Fields for Shape Generation. ECCV (3) (2020)
Aaron Lou, Isay Katsman, Qingxuan Jiang, Serge J. Belongie, Ser-Nam Lim, Christopher De Sa
Differentiating through the Fréchet Mean. ICML (2020)
Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge J. Belongie
DualSDF: Semantic Shape Manipulation using a Two-Level Representation. CoRR (2020)
Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim
A Metric Learning Reality Check. ECCV (25) (2020)
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim
Intentonomy: a Dataset and Study towards Human Intent Understanding. CoRR (2020)
Omid Poursaeed, Vladimir G. Kim, Eli Shechtman, Jun Saito, Serge J. Belongie
Neural Puppet: Generative Layered Cartoon Characters. WACV (2020)
Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge J. Belongie, Noah Snavely, Bharath Hariharan
Learning Gradient Fields for Shape Generation. CoRR (2020)
Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge J. Belongie, Bharath Hariharan, Mark E. Campbell, Kilian Q. Weinberger, Wei-Lun Chao
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection. CVPR (2020)
Andreas Veit, Serge J. Belongie
Convolutional Networks with Adaptive Inference Graphs. Int. J. Comput. Vis. 128 (3) (2020)
Ranjita Thapa, Noah Snavely, Serge J. Belongie, Awais Khan
The Plant Pathology 2020 challenge dataset to classify foliar disease of apples. CoRR (2020)
Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge J. Belongie, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger, Wei-Lun Chao
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection. CoRR (2020)
Xuhong Li, Yves Grandvalet, Franck Davoine, Jingchun Cheng, Yin Cui, Han Zhang, Serge J. Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang
Transfer learning in computer vision tasks: Remember where you come from. Image Vis. Comput. 93 (2020)
Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge J. Belongie
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset. ECCV (1) (2020)
Aaron Lou, Isay Katsman, Qingxuan Jiang, Serge J. Belongie, Ser-Nam Lim, Christopher De Sa
Differentiating through the Fréchet Mean. CoRR (2020)
Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge J. Belongie
DualSDF: Semantic Shape Manipulation Using a Two-Level Representation. CVPR (2020)
Guandao Yang, Tomasz Malisiewicz, Serge J. Belongie
Learning Data-Adaptive Interest Points through Epipolar Adaptation. CVPR Workshops (2019)
Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim
Fine-grained Synthesis of Unrestricted Adversarial Examples. CoRR (2019)
Omid Poursaeed, Vladimir G. Kim, Eli Shechtman, Jun Saito, Serge J. Belongie
Neural Puppet: Generative Layered Cartoon Characters. CoRR (2019)
Boyi Li, Felix Wu, Kilian Q. Weinberger, Serge J. Belongie
Positional Normalization. CoRR (2019)
Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge J. Belongie, Ser-Nam Lim
Enhancing Adversarial Example Transferability with an Intermediate Level Attack. CoRR (2019)
Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge J. Belongie
Class-Balanced Loss Based on Effective Number of Samples. CoRR (2019)
Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge J. Belongie, Bharath Hariharan
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Serge J. Belongie