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ORCIDChen Huang 0001
Person information
- unicode name: 黄琛
- affiliation: Apple Inc., Cupertino, CA, USA
- affiliation (2016 - 2017): Carnegie Mellon University, Robotics Institute, Pittsburgh, PA, USA
- affiliation (2014 - 2016): Chinese University of Hong Kong, Hong Kong
- affiliation (PhD 2014): Tsinghua University, Department of Electronic Engineering, Beijing, China
Other persons with the same name
- Chen Huang — disambiguation page
- Chen Huang 0002 — University at Buffalo, Center of Excellence for Document Analysis and Recognition (CEDAR), NY, USA
- Chen Huang 0003 — Huazhong University of Science and Technology, Department of EIE, Wuhan, China
- Chen Huang 0004
![[0000-0002-3949-2693]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-3949-2693")
— Purple Mountain Laboratories, Pervasive Communication Research Center, Nanjing, China (and 2 more) - Chen Huang 0005 — University of California Riverside, CA, USA
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2020 – today
- 2024
[c27]Vimal Thilak, Chen Huang, Omid Saremi, Laurent Dinh, Hanlin Goh, Preetum Nakkiran, Joshua M. Susskind, Etai Littwin:
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures. ICLR 2024- [c26]Yuhang Zang, Hanlin Goh, Joshua M. Susskind, Chen Huang:
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization. ICLR 2024 - [i25]Yuhang Zang, Hanlin Goh, Josh M. Susskind, Chen Huang:
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization. CoRR abs/2401.15914 (2024) - [i24]Etai Littwin, Omid Saremi, Madhu Advani, Vimal Thilak, Preetum Nakkiran, Chen Huang, Joshua M. Susskind:
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks. CoRR abs/2407.03475 (2024) - 2023
- [j8]Yuhang Zang, Kaiyang Zhou, Chen Huang, Chen Change Loy:
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch. Int. J. Comput. Vis. 131(4): 987-1001 (2023) - [c25]Chen Huang, Hanlin Goh, Jiatao Gu, Joshua M. Susskind:
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors. ICLR 2023 - [c24]Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella:
DUET: 2D Structured and Approximately Equivariant Representations. ICML 2023: 32749-32769 - [i23]Chen Huang, Hanlin Goh, Jiatao Gu, Josh M. Susskind:
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors. CoRR abs/2303.03679 (2023) - [i22]Yuhang Zang, Kaiyang Zhou, Chen Huang, Chen Change Loy:
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch. CoRR abs/2305.14813 (2023) - [i21]Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella:
DUET: 2D Structured and Approximately Equivariant Representations. CoRR abs/2306.16058 (2023) - [i20]Samira Abnar, Omid Saremi, Laurent Dinh, Shantel Wilson, Miguel Ángel Bautista, Chen Huang, Vimal Thilak, Etai Littwin, Jiatao Gu, Josh M. Susskind, Samy Bengio:
Adaptivity and Modularity for Efficient Generalization Over Task Complexity. CoRR abs/2310.08866 (2023) - [i19]Vimal Thilak, Chen Huang, Omid Saremi, Laurent Dinh, Hanlin Goh, Preetum Nakkiran, Joshua M. Susskind, Etai Littwin:
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures. CoRR abs/2312.04000 (2023) - 2022
- [c23]Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy:
Open-Vocabulary DETR with Conditional Matching. ECCV (9) 2022: 106-122 - [c22]Chen Huang, Walter Talbott, Navdeep Jaitly, Joshua M. Susskind:
Efficient Representation Learning via Adaptive Context Pooling. ICML 2022: 9346-9355 - [c21]Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Y. Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua M. Susskind:
Position Prediction as an Effective Pretraining Strategy. ICML 2022: 26010-26027 - [i18]Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy:
Open-Vocabulary DETR with Conditional Matching. CoRR abs/2203.11876 (2022) - [i17]Chen Huang, Walter Talbott, Navdeep Jaitly, Josh M. Susskind:
Efficient Representation Learning via Adaptive Context Pooling. CoRR abs/2207.01844 (2022) - [i16]Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Yitan Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua M. Susskind:
Position Prediction as an Effective Pretraining Strategy. CoRR abs/2207.07611 (2022) - [i15]Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy:
Unified Vision and Language Prompt Learning. CoRR abs/2210.07225 (2022) - 2021
- [j7]Ruoqi Sun, Chen Huang, Hengliang Zhu, Lizhuang Ma:
Mask-aware photorealistic facial attribute manipulation. Comput. Vis. Media 7(3): 363-374 (2021) - [c20]Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh M. Susskind:
MetricOpt: Learning To Optimize Black-Box Evaluation Metrics. CVPR 2021: 174-183 - [c19]Yuhang Zang, Chen Huang, Chen Change Loy:
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation. ICCV 2021: 3437-3446 - [i14]Yuhang Zang, Chen Huang, Chen Change Loy:
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation. CoRR abs/2102.12867 (2021) - [i13]Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh M. Susskind:
MetricOpt: Learning to Optimize Black-Box Evaluation Metrics. CoRR abs/2104.10631 (2021) - [i12]Shuangfei Zhai, Walter Talbott, Nitish Srivastava, Chen Huang, Hanlin Goh, Ruixiang Zhang, Josh M. Susskind:
An Attention Free Transformer. CoRR abs/2105.14103 (2021) - 2020
- [j6]Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang:
Deep Imbalanced Learning for Face Recognition and Attribute Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 42(11): 2781-2794 (2020)
2010 – 2019
- 2019
- [c18]Yining Li, Chen Huang, Chen Change Loy:
Dense Intrinsic Appearance Flow for Human Pose Transfer. CVPR 2019: 3693-3702 - [c17]Ruoqi Sun, Xinge Zhu, Chongruo Wu, Chen Huang, Jianping Shi, Lizhuang Ma:
Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection. CVPR 2019: 4360-4369 - [c16]Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel Ángel Bautista, Shih-Yu Sun, Carlos Guestrin, Joshua M. Susskind:
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment. ICML 2019: 2891-2900 - [i11]Yining Li, Chen Huang, Chen Change Loy:
Dense Intrinsic Appearance Flow for Human Pose Transfer. CoRR abs/1903.11326 (2019) - [i10]Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel Ángel Bautista, Shih-Yu Sun, Carlos Guestrin, Joshua M. Susskind:
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment. CoRR abs/1905.05895 (2019) - 2018
- [j5]Chen Huang, Chen Change Loy, Xiaoou Tang:
Discriminative Sparse Neighbor Approximation for Imbalanced Learning. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1503-1513 (2018) - [c15]Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, Dahua Lin:
Pose Guided Human Video Generation. ECCV (10) 2018: 204-219 - [c14]Ishan Nigam, Chen Huang, Deva Ramanan:
Ensemble Knowledge Transfer for Semantic Segmentation. WACV 2018: 1499-1508 - [i9]Ruoqi Sun, Chen Huang, Jianping Shi, Lizhuang Ma:
Mask-aware Photorealistic Face Attribute Manipulation. CoRR abs/1804.08882 (2018) - [i8]Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang:
Deep Imbalanced Learning for Face Recognition and Attribute Prediction. CoRR abs/1806.00194 (2018) - [i7]Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, Dahua Lin:
Pose Guided Human Video Generation. CoRR abs/1807.11152 (2018) - 2017
- [j4]Qiming Li, Chen Huang, Shengqing Lv, Zeyu Li, Yimin Chen, Lizhuang Ma:
An Human-Computer Interactive Augmented Reality System for Coronary Artery Diagnosis Planning and Training. J. Medical Syst. 41(10): 159:1-159:11 (2017) - [c13]Chen Huang, Simon Lucey, Deva Ramanan:
Learning Policies for Adaptive Tracking with Deep Feature Cascades. ICCV 2017: 105-114 - [c12]Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey:
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking. ICCV 2017: 1134-1143 - [c11]Yining Li, Chen Huang, Xiaoou Tang, Chen Change Loy:
Learning to Disambiguate by Asking Discriminative Questions. ICCV 2017: 3439-3448 - [c10]Qiming Li, Chen Huang, Zeyu Li, Yimin Chen, Lizhuang Ma:
HCI Based on Gesture Recognition in an Augmented Reality System for Diagnosis Planning and Training. IFIP TC12 ICIS 2017: 113-123 - [i6]Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey:
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking. CoRR abs/1703.05884 (2017) - [i5]Yining Li, Chen Huang, Xiaoou Tang, Chen Change Loy:
Learning to Disambiguate by Asking Discriminative Questions. CoRR abs/1708.02760 (2017) - [i4]Chen Huang, Simon Lucey, Deva Ramanan:
Learning Policies for Adaptive Tracking with Deep Feature Cascades. CoRR abs/1708.02973 (2017) - [i3]Chen Huang, Chen Kong, Simon Lucey:
CNNs are Globally Optimal Given Multi-Layer Support. CoRR abs/1712.02501 (2017) - 2016
- [c9]Chen Huang, Chen Change Loy, Xiaoou Tang:
Unsupervised Learning of Discriminative Attributes and Visual Representations. CVPR 2016: 5175-5184 - [c8]Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang:
Learning Deep Representation for Imbalanced Classification. CVPR 2016: 5375-5384 - [c7]Yining Li, Chen Huang, Chen Change Loy, Xiaoou Tang:
Human Attribute Recognition by Deep Hierarchical Contexts. ECCV (6) 2016: 684-700 - [c6]Chen Huang, Chen Change Loy, Xiaoou Tang:
Local Similarity-Aware Deep Feature Embedding. NIPS 2016: 1262-1270 - [i2]Chen Huang, Chen Change Loy, Xiaoou Tang:
Discriminative Sparse Neighbor Approximation for Imbalanced Learning. CoRR abs/1602.01197 (2016) - [i1]Chen Huang, Chen Change Loy, Xiaoou Tang:
Local Similarity-Aware Deep Feature Embedding. CoRR abs/1610.08904 (2016) - 2015
- [c5]Zhanghui Kuang, Chen Huang, Wei Zhang:
Deeply Learned Rich Coding for Cross-Dataset Facial Age Estimation. ICCV Workshops 2015: 338-343 - 2014
- [j3]Chen Huang, Yicong Liang, Xiaoqing Ding, Chi Fang:
Generalized joint kernel regression and adaptive dictionary learning for single-image super-resolution. Signal Process. 103: 142-154 (2014) - [j2]Chen Huang, Xiaoqing Ding, Chi Fang, Di Wen:
Robust Image Restoration via Adaptive Low-Rank Approximation and Joint Kernel Regression. IEEE Trans. Image Process. 23(12): 5284-5297 (2014) - 2013
- [c4]Chen Huang, Xiaoqing Ding, Chi Fang:
Single-Image Super-Resolution via Adaptive Joint Kernel Regression. BMVC 2013 - 2012
- [j1]Chen Huang, Xiaoqing Ding, Chi Fang:
Pose robust face tracking by combining view-based AAMs and temporal filters. Comput. Vis. Image Underst. 116(7): 777-792 (2012) - [c3]Chen Huang, Wei Hu, Yiming Zhang:
Robust 3D human face reconstruction by consumer binocular-stereo cameras. VRCAI 2012: 271-278 - 2010
- [c2]Chen Huang, Xiaoqing Ding, Yan Chen:
A word language model based contextual language processing on Chinese character recognition. DRR 2010: 75340N - [c1]Chen Huang, Xiaoqing Ding, Chi Fang:
Head Pose Estimation Based on Random Forests for Multiclass Classification. ICPR 2010: 934-937
Coauthor Index
aka: Josh M. Susskind
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last updated on 2024-11-04 21:43 CET by the dblp team
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