De-An Huang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 70

Top Topics

Instructional Videos

Diffusion Models

Action Recognition

Human Interactions

Top Venues

Publications

Sihyun Yu, Weili Nie, De-An Huang, Boyi Li, Jinwoo Shin, Anima Anandkumar
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition. ICLR (2024)
Hanrong Ye, De-An Huang, Yao Lu, Zhiding Yu, Wei Ping, Andrew Tao, Jan Kautz, Song Han, Dan Xu, Pavlo Molchanov, Hongxu Yin
X-VILA: Cross-Modality Alignment for Large Language Model. CoRR (2024)
Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching. CoRR (2024)
Zelun Luo, Yuliang Zou, Yijin Yang, Zane Durante, De-An Huang, Zhiding Yu, Chaowei Xiao, Li Fei-Fei, Animashree Anandkumar
Differentially Private Video Activity Recognition. WACV (2024)
Sihyun Yu, Weili Nie, De-An Huang, Boyi Li, Jinwoo Shin, Anima Anandkumar
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition. CoRR (2024)
Shuaiyi Huang, De-An Huang, Zhiding Yu, Shiyi Lan, Subhashree Radhakrishnan, José M. Álvarez, Abhinav Shrivastava, Anima Anandkumar
What is Point Supervision Worth in Video Instance Segmentation? CoRR (2024)
De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz
LITA: Language Instructed Temporal-Localization Assistant. CoRR (2024)
Shuaiyi Huang, Mara Levy, Zhenyu Jiang, Anima Anandkumar, Yuke Zhu, Linxi Fan, De-An Huang, Abhinav Shrivastava
ARDuP: Active Region Video Diffusion for Universal Policies. CoRR (2024)
Yecheng Jason Ma, William Liang, Guanzhi Wang, De-An Huang, Osbert Bastani, Dinesh Jayaraman, Yuke Zhu, Linxi Fan, Anima Anandkumar
Eureka: Human-Level Reward Design via Coding Large Language Models. ICLR (2024)
Rafal Kocielnik, Elyssa Y. Wong, Timothy N. Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J. Hung
Deep Multimodal Fusion for Surgical Feedback Classification. CoRR (2023)
Zhuolin Yang, Wei Ping, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Ming-Yu Liu, Yuke Zhu, Mohammad Shoeybi, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning. CoRR (2023)
Yecheng Jason Ma, William Liang, Guanzhi Wang, De-An Huang, Osbert Bastani, Dinesh Jayaraman, Yuke Zhu, Linxi Fan, Anima Anandkumar
Eureka: Human-Level Reward Design via Coding Large Language Models. CoRR (2023)
Zelun Luo, Yuliang Zou, Yijin Yang, Zane Durante, De-An Huang, Zhiding Yu, Chaowei Xiao, Li Fei-Fei, Animashree Anandkumar
Differentially Private Video Activity Recognition. CoRR (2023)
Andrew J. Hung, Richard Bao, Idris O. Sunmola, De-An Huang, Jessica H. Nguyen, Anima Anandkumar
Capturing fine-grained details for video-based automation of suturing skills assessment. Int. J. Comput. Assist. Radiol. Surg. 18 (3) (2023)
Zhuolin Yang, Wei Ping, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Mohammad Shoeybi, Ming-Yu Liu, Yuke Zhu, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning. EMNLP (Findings) (2023)
Guan-Horng Liu, Arash Vahdat, De-An Huang, Evangelos A. Theodorou, Weili Nie, Anima Anandkumar
SB: Image-to-Image Schrödinger Bridge. ICML (2023)
Guan-Horng Liu, Arash Vahdat, De-An Huang, Evangelos A. Theodorou, Weili Nie, Anima Anandkumar
SB: Image-to-Image Schrödinger Bridge. CoRR (2023)
Yuji Roh, Weili Nie, De-An Huang, Steven Euijong Whang, Arash Vahdat, Anima Anandkumar
Dr-Fairness: Dynamic Data Ratio Adjustment for Fair Training on Real and Generated Data. Trans. Mach. Learn. Res. 2023 (2023)
Chulin Xie, De-An Huang, Wenda Chu, Daguang Xu, Chaowei Xiao, Bo Li, Anima Anandkumar
PerAda: Parameter-Efficient and Generalizable Federated Learning Personalization with Guarantees. CoRR (2023)
Rafal Kocielnik, Elyssa Y. Wong, Timothy N. Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J. Hung
Deep Multimodal Fusion for Surgical Feedback Classification. ML4H@NeurIPS (2023)
De-An Huang, Zhiding Yu, Anima Anandkumar
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training. CoRR (2022)
Linxi Fan, Guanzhi Wang, Yunfan Jiang, Ajay Mandlekar, Yuncong Yang, Haoyi Zhu, Andrew Tang, De-An Huang, Yuke Zhu, Anima Anandkumar
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge. NeurIPS (2022)
Jiankai Sun, De-An Huang, Bo Lu, Yun-Hui Liu, Bolei Zhou, Animesh Garg
PlaTe: Visually-Grounded Planning With Transformers in Procedural Tasks. IEEE Robotics Autom. Lett. 7 (2) (2022)
Linxi Fan, Guanzhi Wang, Yunfan Jiang, Ajay Mandlekar, Yuncong Yang, Haoyi Zhu, Andrew Tang, De-An Huang, Yuke Zhu, Anima Anandkumar
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge. CoRR (2022)
Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan, Tao Chen, De-An Huang, Ekin Akyürek, Antonio Torralba, Anima Anandkumar, Jacob Andreas, Igor Mordatch, Antonio Torralba, Yuke Zhu
Pre-Trained Language Models for Interactive Decision-Making. CoRR (2022)
De-An Huang, Zhiding Yu, Anima Anandkumar
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training. NeurIPS (2022)
Manli Shu, Weili Nie, De-An Huang, Zhiding Yu, Tom Goldstein, Anima Anandkumar, Chaowei Xiao
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models. CoRR (2022)
Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding. ECCV Workshops (6) (2022)
Manli Shu, Weili Nie, De-An Huang, Zhiding Yu, Tom Goldstein, Anima Anandkumar, Chaowei Xiao
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models. NeurIPS (2022)
Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan, Tao Chen, De-An Huang, Ekin Akyürek, Anima Anandkumar, Jacob Andreas, Igor Mordatch, Antonio Torralba, Yuke Zhu
Pre-Trained Language Models for Interactive Decision-Making. NeurIPS (2022)
Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding. CoRR (2022)
Jiankai Sun, De-An Huang, Bo Lu, Yun-Hui Liu, Bolei Zhou, Animesh Garg
PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks. CoRR (2021)
Homanga Bharadhwaj, De-An Huang, Chaowei Xiao, Anima Anandkumar, Animesh Garg
Auditing AI models for Verified Deployment under Semantic Specifications. CoRR (2021)
Linxi Fan, Guanzhi Wang, De-An Huang, Zhiding Yu, Li Fei-Fei, Yuke Zhu, Anima Anandkumar
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies. CoRR (2021)
Linxi Fan, Guanzhi Wang, De-An Huang, Zhiding Yu, Li Fei-Fei, Yuke Zhu, Animashree Anandkumar
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies. ICML (2021)
Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles
Procedure Planning in Instructional Videos. ECCV (11) (2020)
De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox
Motion Reasoning for Goal-Based Imitation Learning. ICRA (2020)
Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles
Spatio-Temporal Graph for Video Captioning with Knowledge Distillation. CoRR (2020)
Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles
Spatio-Temporal Graph for Video Captioning With Knowledge Distillation. CVPR (2020)
De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox
Motion Reasoning for Goal-Based Imitation Learning. CoRR (2019)
De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, Juan Carlos Niebles
Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning. CoRR (2019)
Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles
TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation. CoRR (2019)
Borui Wang, Ehsan Adeli, Hsu-Kuang Chiu, De-An Huang, Juan Carlos Niebles
Imitation Learning for Human Pose Prediction. ICCV (2019)
Danfei Xu, Roberto Martín-Martín, De-An Huang, Yuke Zhu, Silvio Savarese, Li Fei-Fei
Regression Planning Networks. CoRR (2019)
Danfei Xu, Roberto Martín-Martín, De-An Huang, Yuke Zhu, Silvio Savarese, Li Fei-Fei
Regression Planning Networks. NeurIPS (2019)
Hsu-Kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles
Action-Agnostic Human Pose Forecasting. WACV (2019)
De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles
Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration. CVPR (2019)
Borui Wang, Ehsan Adeli, Hsu-Kuang Chiu, De-An Huang, Juan Carlos Niebles
Imitation Learning for Human Pose Prediction. CoRR (2019)
De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, Juan Carlos Niebles
Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning. IROS (2019)
Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles
Procedure Planning in Instructional Videos. CoRR (2019)
Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation. CVPR (2019)
Michelle Guo, Albert Haque, De-An Huang, Serena Yeung, Li Fei-Fei
Dynamic Task Prioritization for Multitask Learning. ECCV (16) (2018)
De-An Huang, Vignesh Ramanathan, Dhruv Mahajan, Lorenzo Torresani, Manohar Paluri, Li Fei-Fei, Juan Carlos Niebles
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets. CVPR (2018)
Michelle Guo, Edward Chou, De-An Huang, Shuran Song, Serena Yeung, Li Fei-Fei
Neural Graph Matching Networks for Fewshot 3D Action Recognition. ECCV (1) (2018)
De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles
Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration. CoRR (2018)
Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles
Learning to Decompose and Disentangle Representations for Video Prediction. CoRR (2018)
Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles
Learning to Decompose and Disentangle Representations for Video Prediction. NeurIPS (2018)
De-An Huang, Shyamal Buch, Lucio M. Dery, Animesh Garg, Li Fei-Fei, Juan Carlos Niebles
Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos. CVPR (2018)
Bingbin Liu, Serena Yeung, Edward Chou, De-An Huang, Li Fei-Fei, Juan Carlos Niebles
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos. ECCV (3) (2018)
Hsu-Kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles
Action-Agnostic Human Pose Forecasting. CoRR (2018)
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles
Visual Forecasting by Imitating Dynamics in Natural Sequences. ICCV (2017)
De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. CVPR (2017)
Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani
Forecasting Interactive Dynamics of Pedestrians with Fictitious Play. CVPR (2017)
Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei
Unsupervised Learning of Long-Term Motion Dynamics for Videos. CoRR (2017)
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles
Visual Forecasting by Imitating Dynamics in Natural Sequences. CoRR (2017)
De-An Huang, Joseph J. Lim, Li Fei-Fei, Juan Carlos Niebles
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. CoRR (2017)
Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei
Unsupervised Learning of Long-Term Motion Dynamics for Videos. CVPR (2017)
De-An Huang, Li Fei-Fei, Juan Carlos Niebles
Connectionist Temporal Modeling for Weakly Supervised Action Labeling. ECCV (4) (2016)
Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani
A Game-Theoretic Approach to Multi-Pedestrian Activity Forecasting. CoRR (2016)
De-An Huang, Li Fei-Fei, Juan Carlos Niebles
Connectionist Temporal Modeling for Weakly Supervised Action Labeling. CoRR (2016)
De-An Huang, Minghuang Ma, Wei-Chiu Ma, Kris M. Kitani
How do we use our hands? Discovering a diverse set of common grasps. CVPR (2015)
De-An Huang, Amir-massoud Farahmand, Kris M. Kitani, James Andrew Bagnell
Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions. AAAI (2015)
De-An Huang, Li-Wei Kang, Yu-Chiang Frank Wang, Chia-Wen Lin
Self-Learning Based Image Decomposition With Applications to Single Image Denoising. IEEE Trans. Multim. 16 (1) (2014)
De-An Huang, Kris M. Kitani
Action-Reaction: Forecasting the Dynamics of Human Interaction. ECCV (7) (2014)
De-An Huang, Yu-Chiang Frank Wang
With one look: robust face recognition using single sample per person. ACM Multimedia (2013)
De-An Huang, Yu-Chiang Frank Wang
Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition. ICCV (2013)
De-An Huang, Li-Wei Kang, Min-Chun Yang, Chia-Wen Lin, Yu-Chiang Frank Wang
Context-Aware Single Image Rain Removal. ICME (2012)
Min-Chun Yang, De-An Huang, Chih-Yun Tsai, Yu-Chiang Frank Wang
Self-Learning of Edge-Preserving Single Image Super-Resolution via Contourlet Transform. ICME (2012)
De-An Huang, Jie-Hong R. Jiang, Ruei-Yang Huang, Chi-Yun Cheng
Compiling program control flows into biochemical reactions. ICCAD (2012)
Chih-Yun Tsai, De-An Huang, Min-Chun Yang, Li-Wei Kang, Yu-Chiang Frank Wang
Context-aware single image super-resolution using locality-constrained group sparse representation. VCIP (2012)