Yanbei Chen

According to our database, Yanbei Chen authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Semi-Supervised and Unsupervised Deep Visual Learning: A Survey.

Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation.

Zhuoran Yu, Manchen Wang, Yanbei Chen, Paolo Favaro, Davide Modolo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity.

Zhenlin Xu, Yi Zhu, Siqi Deng, Abhay Mittal, Yanbei Chen, Manchen Wang, Paolo Favaro, Joseph Tighe, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Self-Supervised Multi-Object Tracking with Path Consistency.

Zijia Lu, Bing Shuai, Yanbei Chen, Zhenlin Xu, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Hyperbolic Learning with Synthetic Captions for Open-World Detection.

Fanjie Kong, Yanbei Chen, Jiarui Cai, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Challenges of Zero-Shot Recognition with Vision-Language Models: Granularity and Correctness.

Zhenlin Xu, Yi Zhu, Tiffany Deng, Abhay Mittal, Yanbei Chen, Manchen Wang, Paolo Favaro, Joseph Tighe, Davide Modolo

CoRR, 2023

ScaleDet: A Scalable Multi-Dataset Object Detector.

Yanbei Chen, Manchen Wang, Abhay Mittal, Zhenlin Xu, Paolo Favaro, Joseph Tighe, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks.

Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata

Proceedings of the Computer Vision - ECCV 2022, 2022

Attention Consistency on Visual Corruptions for Single-Source Domain Generalization.

Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Probabilistic Compositional Embeddings for Multimodal Image Retrieval.

Neculai Andrei, Yanbei Chen, Zeynep Akata

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment.

Yuchen Ma, Yanbei Chen, Zeynep Akata

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval.

Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Visual learning in limited-label regime.

Yanbei Chen

PhD thesis, 2021

Where and When: Space-Time Attention for Audio-Visual Explanations.

Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata

CoRR, 2021

Uncertainty-aware Generalized Adaptive CycleGAN.

Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata

CoRR, 2021

Robustness via Uncertainty-aware Cycle Consistency.

Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Uncertainty-Guided Progressive GANs for Medical Image Translation.

Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Distilling Audio-Visual Knowledge by Compositional Contrastive Learning.

Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning Joint Visual Semantic Matching Embeddings for Language-Guided Retrieval.

Yanbei Chen, Loris Bazzani

Proceedings of the Computer Vision - ECCV 2020, 2020

Image Search With Text Feedback by Visiolinguistic Attention Learning.

Yanbei Chen, Shaogang Gong, Loris Bazzani

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Semi-Supervised Learning under Class Distribution Mismatch.

Yanbei Chen, Xiatian Zhu, Wei Li, Shaogang Gong

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Instance-Guided Context Rendering for Cross-Domain Person Re-Identification.

Yanbei Chen, Xiatian Zhu, Shaogang Gong

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Semi-supervised Deep Learning with Memory.

Yanbei Chen, Xiatian Zhu, Shaogang Gong

Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Association Learning for Unsupervised Video Person Re-identification.

Yanbei Chen, Xiatian Zhu, Shaogang Gong

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Person Re-identification by Deep Learning Multi-scale Representations.

Yanbei Chen, Xiatian Zhu, Shaogang Gong

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017