Belongie, Serge

Microsoft COCO: Common Objects in Context

Lin, T.-Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollár, P., & Zitnick, C. L. (2014) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 45,460

Feature Pyramid Networks for Object Detection

Lin, T.-Y., Dollar, P., Girshick, R., He, K., Hariharan, B., & Belongie, S. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 30,939

Shape matching and object recognition using shape contexts

Belongie, S., Malik, J., & Puzicha, J. (2002) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Image Retrieval and Classification TechniquesAdvanced Image and Video Retrieval Techniques

Cited by 6,306

Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization

Huang, X., & Belongie, S. (2017) · 2017 IEEE International Conference on Computer Vision (ICCV)

Generative Adversarial Networks and Image SynthesisDomain Adaptation and Few-Shot Learning

Cited by 5,076

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

Xia, G.-S., Bai, X., Ding, J., Zhu, Z., Belongie, S., Luo, J., Datcu, M., Pelillo, M., & Zhang, L. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Advanced Neural Network ApplicationsRemote-Sensing Image Classification

Cited by 3,414

Class-Balanced Loss Based on Effective Number of Samples

Cui, Y., Jia, M., Lin, T.-Y., Song, Y., & Belongie, S. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsImbalanced Data Classification Techniques

Cited by 3,094

Robust object tracking with online multiple instance learning

Babenko, B., Yang, M.-H., & Belongie, S. (2011) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Video Surveillance and Tracking MethodsAdvanced Neural Network Applications

Cited by 2,007

Visual Prompt Tuning

Jia, M., Tang, L., Chen, B.-C., Cardie, C., Belongie, S., Hariharan, B., & Lim, S.-N. (2022) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 1,965

The iNaturalist Species Classification and Detection Dataset

Van Horn, G., Mac Aodha, O., Song, Y., Cui, Y., Sun, C., Shepard, A., Adam, H., Perona, P., & Belongie, S. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 1,451

Integral Channel Features

Dollar, P., Tu, Z., Perona, P., & Belongie, S. (2009) · Procedings of the British Machine Vision Conference 2009

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 1,237

Residual Networks Behave Like Ensembles of Relatively Shallow Networks

Veit, A., Wilber, M., & Belongie, S. (2016) · arXiv

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 705

Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

Ding, J., Xue, N., Xia, G.-S., Bai, X., Yang, W., Yang, M. Y., Belongie, S., Luo, J., Datcu, M., Pelillo, M., et al. (2022) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 678

PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows

Yang, G., Huang, X., Hao, Z., Liu, M.-Y., Belongie, S., & Hariharan, B. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

3D Shape Modeling and AnalysisGenerative Adversarial Networks and Image Synthesis

Cited by 656

Deep Learning is Robust to Massive Label Noise

Rolnick, D., Veit, A., Belongie, S., & Shavit, N. (2017) · arXiv

Machine Learning and Data ClassificationDomain Adaptation and Few-Shot Learning

Cited by 402

Context based object categorization: A critical survey

Galleguillos, C., & Belongie, S. (2010) · Computer Vision and Image Understanding

Advanced Image and Video Retrieval TechniquesAdvanced Neural Network Applications

Cited by 351

Language-driven Semantic Segmentation

Li, B., Weinberger, K. Q., Belongie, S., Koltun, V., & Ranftl, R. (2022) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 316

Learning Gradient Fields for Shape Generation

Cai, R., Yang, G., Averbuch-Elor, H., Hao, Z., Belongie, S., Snavely, N., & Hariharan, B. (2020) · Lecture Notes in Computer Science

3D Shape Modeling and AnalysisComputer Graphics and Visualization Techniques

Cited by 225

When Does Contrastive Visual Representation Learning Work?

Cole, E., Yang, X., Wilber, K., Aodha, O. M., & Belongie, S. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 105