Po-Yao Huang - RankMe

71 papers A* 13A 1B 4C 2Misc 1Journal 36Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Perception Encoder: The best visual embeddings are not at the output of the network. CoRR Daniel Bolya, Po-Yao Huang, Peize Sun, Jang Hyun Cho, Andrea Madotto, Chen Wei, Tengyu Ma, Jiale Zhi, Jathushan Rajasegaran, Hanoona Rasheed, Junke Wang, Marco Monteiro, Hu Xu, Shiyu Dong, Nikhila Ravi, Daniel Li, Piotr Dollár, Christoph Feichtenhofer
2025	J	`jnl`	PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding. CoRR Jang Hyun Cho, Andrea Madotto, Effrosyni Mavroudi, Triantafyllos Afouras, Tushar Nagarajan, Muhammad Maaz, Yale Song, Tengyu Ma, Shuming Hu, Suyog Dutt Jain, Miguel Martin, Huiyu Wang, Hanoona Abdul Rasheed, Peize Sun, Po-Yao Huang, Daniel Bolya, Nikhila Ravi, Shashank Jain, Tammy Stark, Shane Moon, Babak Damavandi, Vivian Lee, Andrew Westbury, Salman H. Khan, Philipp Krähenbühl, Piotr Dollár, Lorenzo Torresani, Kristen Grauman, Christoph Feichtenhofer
2025	J	`jnl`	Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning. CoRR Apoorv Vyas, Heng-Jui Chang, Cheng-Fu Yang, Po-Yao Huang, Luya Gao, Julius Richter, Sanyuan Chen, Matt Le, Piotr Dollár, Christoph Feichtenhofer, Ann Lee, Wei-Ning Hsu
2025	J	`jnl`	Text Quality-Based Pruning for Efficient Training of Language Models. J. Data-centric Mach. Learn. Res. Vasu Sharma, Karthik Padthe, Newsha Ardalani, Kushal Tirumala, Russell Howes, Hu Xu, Po-Yao Huang, Daniel Li Chen, Armen Aghajanyan, Gargi Ghosh, Luke Zettlemoyer
2024	J	`jnl`	Adversarially Masked Video Consistency for Unsupervised Domain Adaptation. CoRR Xiaoyu Zhu, Junwei Liang, Po-Yao Huang, Alex Hauptmann
2024	A*	`conf`	Altogether: Image Captioning via Re-aligning Alt-text. EMNLP Hu Xu, Po-Yao Huang, Xiaoqing Ellen Tan, Ching-Feng Yeh, Jacob Kahn, Christine Jou, Gargi Ghosh, Omer Levy, Luke Zettlemoyer, Wen-tau Yih, Shang-wen Li, Saining Xie, Christoph Feichtenhofer
2024	J	`jnl`	Altogether: Image Captioning via Re-aligning Alt-text. CoRR Hu Xu, Po-Yao Huang, Xiaoqing Ellen Tan, Ching-Feng Yeh, Jacob Kahn, Christine Jou, Gargi Ghosh, Omer Levy, Luke Zettlemoyer, Wen-tau Yih, Shang-wen Li, Saining Xie, Christoph Feichtenhofer
2024	J	`jnl`	DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
2024	A*	`conf`	Demystifying CLIP Data. ICLR Hu Xu, Saining Xie, Xiaoqing Ellen Tan, Po-Yao Huang, Russell Howes, Vasu Sharma, Shang-wen Li, Gargi Ghosh, Luke Zettlemoyer, Christoph Feichtenhofer
2024	A*	`conf`	MoDE: CLIP Data Experts via Clustering. CVPR Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-tau Yih, Hu Xu
2024	J	`jnl`	MoDE: CLIP Data Experts via Clustering. CoRR Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-tau Yih, Hu Xu
2024	—	`conf`	Self-Supervised Audio-Visual Soundscape Stylization. ECCV (80) Tingle Li, Renhao Wang, Po-Yao Huang, Andrew Owens, Gopala Anumanchipalli
2024	J	`jnl`	Self-Supervised Audio-Visual Soundscape Stylization. CoRR Tingle Li, Renhao Wang, Po-Yao Huang, Andrew Owens, Gopala Anumanchipalli
2024	J	`jnl`	Text Quality-Based Pruning for Efficient Training of Language Models. CoRR Vasu Sharma, Karthik Padthe, Newsha Ardalani, Kushal Tirumala, Russell Howes, Hu Xu, Po-Yao Huang, Shang-wen Li, Armen Aghajanyan, Gargi Ghosh, Luke Zettlemoyer
2024	—	`conf`	VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild. ACL (1) Puyuan Peng, Po-Yao Huang, Shang-wen Li, Abdelrahman Mohamed, David Harwath
2024	J	`jnl`	VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild. CoRR Puyuan Peng, Po-Yao Huang, Daniel Li, Abdelrahman Mohamed, David Harwath
2023	J	`jnl`	AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models. CoRR Yuan Tseng, Layne Berry, Yi-Ting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, Max Liu, Puyuan Peng, Yi-Jen Shih, Hung-Yu Wang, Haibin Wu, Po-Yao Huang, Chun-Mao Lai, Shang-wen Li, David Harwath, Yu Tsao, Shinji Watanabe, Abdelrahman Mohamed, Chi-Luen Feng, Hung-yi Lee
2023	A*	`conf`	CiT: Curation in Training for Effective Vision-Language Data. ICCV Hu Xu, Saining Xie, Po-Yao Huang, Licheng Yu, Russell Howes, Gargi Ghosh, Luke Zettlemoyer, Christoph Feichtenhofer
2023	J	`jnl`	CiT: Curation in Training for Effective Vision-Language Data. CoRR Hu Xu, Saining Xie, Po-Yao Huang, Licheng Yu, Russell Howes, Gargi Ghosh, Luke Zettlemoyer, Christoph Feichtenhofer
2023	J	`jnl`	DINOv2: Learning Robust Visual Features without Supervision. CoRR Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-wen Li, Ishan Misra, Michael G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
2023	J	`jnl`	Demystifying CLIP Data. CoRR Hu Xu, Saining Xie, Xiaoqing Ellen Tan, Po-Yao Huang, Russell Howes, Vasu Sharma, Shang-wen Li, Gargi Ghosh, Luke Zettlemoyer, Christoph Feichtenhofer
2023	A*	`conf`	Diffusion Models as Masked Autoencoders. ICCV Chen Wei, Karttikeya Mangalam, Po-Yao Huang, Yanghao Li, Haoqi Fan, Hu Xu, Huiyu Wang, Cihang Xie, Alan L. Yuille, Christoph Feichtenhofer
2023	J	`jnl`	Diffusion Models as Masked Autoencoders. CoRR Chen Wei, Karttikeya Mangalam, Po-Yao Huang, Yanghao Li, Haoqi Fan, Hu Xu, Huiyu Wang, Cihang Xie, Alan L. Yuille, Christoph Feichtenhofer
2023	J	`jnl`	FLAP: Fast Language-Audio Pre-training. CoRR Ching-Feng Yeh, Po-Yao Huang, Vasu Sharma, Shang-wen Li, Gargi Ghosh
2023	C	`conf`	Flap: Fast Language-Audio Pre-Training. ASRU Ching-Feng Yeh, Po-Yao Huang, Vasu Sharma, Shang-wen Li, Gargi Ghosh
2023	—	`conf`	Generating Hashtags for Short-form Videos with Guided Signals. ACL (1) Tiezheng Yu, Hanchao Yu, Davis Liang, Yuning Mao, Shaoliang Nie, Po-Yao Huang, Madian Khabsa, Pascale Fung, Yi-Chia Wang
2023	A*	`conf`	Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles. ICML Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, Jitendra Malik, Yanghao Li, Christoph Feichtenhofer
2023	J	`jnl`	Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles. CoRR Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, Jitendra Malik, Yanghao Li, Christoph Feichtenhofer
2023	A*	`conf`	MAViL: Masked Audio-Video Learners. NeurIPS Po-Yao Huang, Vasu Sharma, Hu Xu, Chaitanya Ryali, Haoqi Fan, Yanghao Li, Shang-wen Li, Gargi Ghosh, Jitendra Malik, Christoph Feichtenhofer
2023	A*	`conf`	STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. CVPR Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann
2023	J	`jnl`	STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. CoRR Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann
2023	J	`jnl`	Video Pivoting Unsupervised Multi-Modal Machine Translation. IEEE Trans. Pattern Anal. Mach. Intell. Mingjie Li, Po-Yao Huang, Xiaojun Chang, Junjie Hu, Yi Yang, Alex Hauptmann
2022	J	`jnl`	A Survey of Deep Active Learning. ACM Comput. Surv. Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Brij B. Gupta, Xiaojiang Chen, Xin Wang
2022	A	`conf`	AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification. INTERSPEECH Juncheng Li, Shuhui Qu, Po-Yao Huang, Florian Metze
2022	J	`jnl`	AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification. CoRR Juncheng B. Li, Shuhui Qu, Po-Yao Huang, Florian Metze
2022	J	`jnl`	MAViL: Masked Audio-Video Learners. CoRR Po-Yao Huang, Vasu Sharma, Hu Xu, Chaitanya Ryali, Haoqi Fan, Yanghao Li, Shang-wen Li, Gargi Ghosh, Jitendra Malik, Christoph Feichtenhofer
2022	A*	`conf`	Masked Autoencoders that Listen. NeurIPS Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer
2022	J	`jnl`	Masked Autoencoders that Listen. CoRR Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer
2022	J	`jnl`	On Adversarial Robustness of Large-scale Audio Visual Learning. CoRR Juncheng B. Li, Shuhui Qu, Xinjian Li, Po-Yao Huang, Florian Metze
2022	—	`—`	Towards Multilingual Vision-Language Models Po-Yao Huang
2021	Misc	`conf`	Audio-Visual Event Recognition Through the Lens of Adversary. ICASSP Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze
2021	J	`jnl`	Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. CoRR Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander G. Hauptmann
2021	J	`jnl`	Self-Supervised Deep Correlation Tracking. IEEE Trans. Image Process. Di Yuan, Xiaojun Chang, Po-Yao Huang, Qiao Liu, Zhenyu He
2021	A*	`conf`	Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning. ICCV Mandela Patrick, Po-Yao Huang, Ishan Misra, Florian Metze, Andrea Vedaldi, Yuki M. Asano, João F. Henriques
2021	A*	`conf`	Support-set bottlenecks for video-text representation learning. ICLR Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi
2021	—	`conf`	VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding. ACL/IJCNLP (Findings) Hu Xu, Gargi Ghosh, Po-Yao Huang, Prahal Arora, Masoumeh Aminzadeh, Christoph Feichtenhofer, Florian Metze, Luke Zettlemoyer
2021	J	`jnl`	VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding. CoRR Hu Xu, Gargi Ghosh, Po-Yao Huang, Prahal Arora, Masoumeh Aminzadeh, Christoph Feichtenhofer, Florian Metze, Luke Zettlemoyer
2021	—	`conf`	VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding. EMNLP (1) Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer
2021	J	`jnl`	VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding. CoRR Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer
2020	J	`jnl`	A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions. CoRR Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang
2020	J	`jnl`	A Survey of Deep Active Learning. CoRR Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang
2020	—	`conf`	Argus: Efficient Activity Detection System for Extended Video Analysis. WACV Workshops Wenhe Liu, Guoliang Kang, Po-Yao Huang, Xiaojun Chang, Lijun Yu, Yijun Qian, Junwei Liang, Liangke Gui, Jing Wen, Peng Chen, Alexander G. Hauptmann
2020	J	`jnl`	Audio-Visual Event Recognition through the lens of Adversary. CoRR Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze
2020	B	`conf`	Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval. ICMR Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann, Eduard H. Hovy
2020	J	`jnl`	Support-set bottlenecks for video-text representation learning. CoRR Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi
2020	A*	`conf`	Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. ACL Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann
2020	J	`jnl`	Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. CoRR Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann
2019	A*	`conf`	Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment. ACM Multimedia Po-Yao Huang, Guoliang Kang, Wenhe Liu, Xiaojun Chang, Alexander G. Hauptmann
2019	—	`conf`	CMU-Informedia at TREC 2019 Incident Streams Track. TREC Junpei Zhou, Xinyu Wang, Po-Yao Huang, Alexander G. Hauptmann
2019	B	`conf`	Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks. ICMR Po-Yao Huang, Vaibhav, Xiaojun Chang, Alexander G. Hauptmann
2019	—	`conf`	MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video. TRECVID Xiaojun Chang, Wenhe Liu, Po-Yao Huang, Changlin Li, Fengda Zhu, Mingfei Han, Mingjie Li, Mengyuan Ma, Siyi Hu, Guoliang Kang, Junwei Liang, Liangke Gui, Lijun Yu, Yijun Qian, Jing Wen, Alexander G. Hauptmann
2019	—	`conf`	Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. EMNLP/IJCNLP (1) Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann
2019	J	`jnl`	Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. CoRR Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann
2019	J	`jnl`	RWR-GAE: Random Walk Regularization for Graph Auto Encoders. CoRR Vaibhav, Po-Yao Huang, Robert E. Frederking
2018	—	`conf`	Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. TRECVID Jia Chen, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Po-Yao Huang, Junwei Liang, Vaibhav, Xiaojun Chang, Jiang Liu, Ting-Yao Hu, Wenhe Liu, Wei Ke, Wayner Barrios, Haroon Idrees, Donghyun Yoo, Yaser Sheikh, Ruslan Salakhutdinov, Kris Kitani, Dong Huang
2018	B	`conf`	Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis. ICMR Po-Yao Huang, Junwei Liang, Jean-Baptiste Lamare, Alexander G. Hauptmann
2018	—	`conf`	Panoramic depth reconstruction within a single shot by optimizing global sphere radii. SIGGRAPH ASIA Posters Po-Yao Huang, Hong Shiang Lin, Sun-Yu Gordon Chi, Liang-Han Lin, Ming Ouhyoung
2018	—	`conf`	RCAA: Relational Context-Aware Agents for Person Search. ECCV (9) Xiaojun Chang, Po-Yao Huang, Yi-Dong Shen, Xiaodan Liang, Yi Yang, Alexander G. Hauptmann
2016	—	`conf`	Attention-based Multimodal Neural Machine Translation. WMT Po-Yao Huang, Frederick Liu, Sz-Rung Shiang, Jean Oh, Chris Dyer
2015	C	`conf`	Cognitive vertical handover in heterogeneous networks. QSHINE Yu-Jui Liu, Shin-Ming Cheng, Po-Yao Huang
2014	B	`conf`	Cognitive access in multichannel wireless networks using two-dimension Markov chain. IWCMC Han-Feng Lin, Shin-Ming Cheng, Po-Yao Huang