Chen Huang

According to our database, Chen Huang authored at least 42 papers between 2010 and 2024.

Collaborative distances:

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

2024

Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP.

Chen Huang, Skyler Seto, Samira Abnar, David Grangier, Navdeep Jaitly, Josh Susskind

CoRR, 2024

How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks.

Etai Littwin, Omid Saremi, Madhu Advani, Vimal Thilak, Preetum Nakkiran, Chen Huang, Joshua M. Susskind

CoRR, 2024

Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization.

Yuhang Zang, Hanlin Goh, Joshua M. Susskind, Chen Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures.

Vimal Thilak, Chen Huang, Omid Saremi, Laurent Dinh, Hanlin Goh, Preetum Nakkiran, Joshua M. Susskind, Etai Littwin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Semi-Supervised and Long-Tailed Object Detection with CascadeMatch.

Yuhang Zang, Kaiyang Zhou, Chen Huang, Chen Change Loy

Int. J. Comput. Vis., April, 2023

Adaptivity and Modularity for Efficient Generalization Over Task Complexity.

Samira Abnar, Omid Saremi, Laurent Dinh, Shantel Wilson, Miguel Ángel Bautista, Chen Huang, Vimal Thilak, Etai Littwin, Jiatao Gu, Josh M. Susskind, Samy Bengio

CoRR, 2023

DUET: 2D Structured and Approximately Equivariant Representations.

Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella

Proceedings of the International Conference on Machine Learning, 2023

MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors.

Chen Huang, Hanlin Goh, Jiatao Gu, Joshua M. Susskind

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Unified Vision and Language Prompt Learning.

Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy

CoRR, 2022

Position Prediction as an Effective Pretraining Strategy.

Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Y. Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua M. Susskind

Proceedings of the International Conference on Machine Learning, 2022

Efficient Representation Learning via Adaptive Context Pooling.

Chen Huang, Walter Talbott, Navdeep Jaitly, Joshua M. Susskind

Proceedings of the International Conference on Machine Learning, 2022

Open-Vocabulary DETR with Conditional Matching.

Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Mask-aware photorealistic facial attribute manipulation.

Ruoqi Sun, Chen Huang, Hengliang Zhu, Lizhuang Ma

Comput. Vis. Media, 2021

An Attention Free Transformer.

Shuangfei Zhai, Walter Talbott, Nitish Srivastava, Chen Huang, Hanlin Goh, Ruixiang Zhang, Josh M. Susskind

CoRR, 2021

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation.

Yuhang Zang, Chen Huang, Chen Change Loy

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MetricOpt: Learning To Optimize Black-Box Evaluation Metrics.

Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh M. Susskind

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

2020

Deep Imbalanced Learning for Face Recognition and Attribute Prediction.

Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang

IEEE Trans. Pattern Anal. Mach. Intell., 2020

2019

Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment.

Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel Ángel Bautista, Shih-Yu Sun, Carlos Guestrin, Joshua M. Susskind

Proceedings of the 36th International Conference on Machine Learning, 2019

Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection.

Ruoqi Sun, Xinge Zhu, Chongruo Wu, Chen Huang, Jianping Shi, Lizhuang Ma

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Dense Intrinsic Appearance Flow for Human Pose Transfer.

Yining Li, Chen Huang, Chen Change Loy

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Discriminative Sparse Neighbor Approximation for Imbalanced Learning.

Chen Huang, Chen Change Loy, Xiaoou Tang

IEEE Trans. Neural Networks Learn. Syst., 2018

Mask-aware Photorealistic Face Attribute Manipulation.

Ruoqi Sun, Chen Huang, Jianping Shi, Lizhuang Ma

CoRR, 2018

Ensemble Knowledge Transfer for Semantic Segmentation.

Ishan Nigam, Chen Huang, Deva Ramanan

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Pose Guided Human Video Generation.

Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, Dahua Lin

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

An Human-Computer Interactive Augmented Reality System for Coronary Artery Diagnosis Planning and Training.

Qiming Li, Chen Huang, Shengqing Lv, Zeyu Li, Yimin Chen, Lizhuang Ma

J. Medical Syst., 2017

CNNs are Globally Optimal Given Multi-Layer Support.

Chen Huang, Chen Kong, Simon Lucey

CoRR, 2017

HCI Based on Gesture Recognition in an Augmented Reality System for Diagnosis Planning and Training.

Qiming Li, Chen Huang, Zeyu Li, Yimin Chen, Lizhuang Ma

Proceedings of the Intelligence Science I, 2017

Learning to Disambiguate by Asking Discriminative Questions.

Yining Li, Chen Huang, Xiaoou Tang, Chen Change Loy

Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Policies for Adaptive Tracking with Deep Feature Cascades.

Chen Huang, Simon Lucey, Deva Ramanan

Proceedings of the IEEE International Conference on Computer Vision, 2017

Need for Speed: A Benchmark for Higher Frame Rate Object Tracking.

Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Local Similarity-Aware Deep Feature Embedding.

Chen Huang, Chen Change Loy, Xiaoou Tang

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Human Attribute Recognition by Deep Hierarchical Contexts.

Yining Li, Chen Huang, Chen Change Loy, Xiaoou Tang

Proceedings of the Computer Vision - ECCV 2016, 2016

Unsupervised Learning of Discriminative Attributes and Visual Representations.

Chen Huang, Chen Change Loy, Xiaoou Tang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Deep Representation for Imbalanced Classification.

Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Deeply Learned Rich Coding for Cross-Dataset Facial Age Estimation.

Zhanghui Kuang, Chen Huang, Wei Zhang

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014

Robust Image Restoration via Adaptive Low-Rank Approximation and Joint Kernel Regression.

Chen Huang, Xiaoqing Ding, Chi Fang, Di Wen

IEEE Trans. Image Process., 2014

Generalized joint kernel regression and adaptive dictionary learning for single-image super-resolution.

Chen Huang, Yicong Liang, Xiaoqing Ding, Chi Fang

Signal Process., 2014

2013

Single-Image Super-Resolution via Adaptive Joint Kernel Regression.

Chen Huang, Xiaoqing Ding, Chi Fang

Proceedings of the British Machine Vision Conference, 2013

2012

Pose robust face tracking by combining view-based AAMs and temporal filters.

Chen Huang, Xiaoqing Ding, Chi Fang

Comput. Vis. Image Underst., 2012

Robust 3D human face reconstruction by consumer binocular-stereo cameras.

Chen Huang, Wei Hu, Yiming Zhang

Proceedings of the Virtual Reality Continuum and its Applications in Industry, 2012

2010

Head Pose Estimation Based on Random Forests for Multiclass Classification.

Chen Huang, Xiaoqing Ding, Chi Fang

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A word language model based contextual language processing on Chinese character recognition.

Chen Huang, Xiaoqing Ding, Yan Chen

Proceedings of the Document Recognition and Retrieval XVII, 2010