Po-Yao (Bernie) Huang

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Xiaojun ChangDirector of The ReLER Lab and Professor in Artificial Intelligence, University of Technology SydneyVerified email at uts.edu.au
Alex HauptmannCarnegie Mellon UniversityVerified email at cs.cmu.edu
Florian MetzeCarnegie Mellon University; Meta AIVerified email at andrew.cmu.edu
Hu XuMeta AI (FAIR Labs)Verified email at meta.com
Christoph FeichtenhoferMeta, FAIRVerified email at fb.com
Luke ZettlemoyerUniversity of Washington; MetaVerified email at cs.washington.edu
Junwei LiangAssistant Professor, HKUST (Guangzhou) | CSE, HKUST | Ph.D. @CMUVerified email at hkust-gz.edu.cn
Armen AghajanyanFacebook AI ResearchVerified email at fb.com
Shang-Wen Daniel LiFAIR - Research managerVerified email at fb.com
Mandela PatrickPhD Student, University of OxfordVerified email at robots.ox.ac.uk
Billy li (Juncheng)Carnegie Mellon UniversityVerified email at cs.cmu.edu
Junjie HuAssistant Professor, University of Wisconsin-MadisonVerified email at wisc.edu
Yuki M. AsanoFull Professor, Head of FunAI Lab, University of Technology NurembergVerified email at utn.de
Jitendra MALIKProfessor of EECS, UC BerkeleyVerified email at eecs.berkeley.edu
Chris DyerDeepMind, Carnegie MellonVerified email at google.com
Puyuan PengResearch Intern, Meta; PhD student, The University of Texas at AustinVerified email at utexas.edu
Graham NeubigCarnegie Mellon University, All Hands AIVerified email at cs.cmu.edu

Po-Yao (Bernie) Huang

Other namesBernie Huang, Poyao Huang

FAIR, Meta

Verified email at fb.com - Homepage

Multimodal machine learning Multi-modal learning natural language processing


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Dinov2: Learning robust visual features without supervision M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ... arXiv preprint arXiv:2304.07193, 2023	1818*	2023
A survey of deep active learning P Ren, Y Xiao, X Chang, PY Huang, Z Li, BB Gupta, X Chen, X Wang ACM computing surveys (CSUR) 54 (9), 1-40, 2021	1254	2021
A comprehensive survey of neural architecture search: Challenges and solutions P Ren, Y Xiao, X Chang, PY Huang, Z Li, X Chen, X Wang ACM Computing Surveys (CSUR) 54 (4), 1-34, 2021	691	2021
Videoclip: Contrastive pre-training for zero-shot video-text understanding H Xu, G Ghosh, PY Huang, D Okhonko, A Aghajanyan, F Metze, ... EMNLP 2021, 2021	501	2021
The llama 3 herd of models A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ... arXiv preprint arXiv:2407.21783, 2024	401	2024
Support-set bottlenecks for video-text representation learning M Patrick, PY Huang, Y Asano*, F Metze, A Hauptmann, J Henriques, ... ICLR 2021, 2020	278	2020
Self-Supervised Deep Correlation Tracking D Yuan, X Chang, PY Huang, Q Liu, Z He IEEE Transactions on Image Processing (TIP), 2020	259	2020
Masked autoencoders that listen PY Huang, H Xu, J Li, A Baevski, M Auli, W Galuba, F Metze, ... NeurIPS 2022, 2022	247*	2022
Attention-based multimodal neural machine translation PY Huang, F Liu, SR Shiang, J Oh, C Dyer First Conference on Machine Translation (WMT16), 2016	225	2016
Introducing meta llama 3: The most capable openly available llm to date AI Meta Meta AI, 2024	169*	2024
Cm3: A causal masked multimodal model of the internet A Aghajanyan, B Huang, C Ross, V Karpukhin, H Xu, N Goyal, D Okhonko, ... arXiv preprint arXiv:2201.07520, 2022	144	2022
Structural analysis and optimization of convolutional neural networks with a small sample size RN D’souza, PY Huang, FC Yeh Scientific reports 10 (1), 834, 2020	140	2020
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding H Xu, G Ghosh, PY Huang, P Arora, M Aminzadeh, C Feichtenhofer, ... ACL-Findings 2021, 2021	133	2021
Rcaa: Relational context-aware agents for person search X Chang, PY Huang, YD Shen, X Liang, Y Yang, AG Hauptmann ECCV 2018, 2018	123	2018
Video pivoting unsupervised multi-modal machine translation M Li, PY Huang, X Chang, J Hu, Y Yang, A Hauptmann IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3918-3932, 2022	114	2022
Entity hierarchy embedding Z Hu, PY Huang, Y Deng, Y Gao, E Xing ACL 2015, 2015	90	2015
Demystifying clip data H Xu, S Xie, XE Tan, PY Huang, R Howes, V Sharma, SW Li, G Ghosh, ... ICLR 2024, 2023	83	2023
SeamlessM4T-Massively Multilingual & Multimodal Machine Translation L Barrault, YA Chung, MC Meglioli, D Dale, N Dong, PA Duquenne, ... arXiv preprint arXiv:2308.11596, 2023	78	2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles C Ryali, YT Hu, D Bolya, C Wei, H Fan, PY Huang, V Aggarwal, ... ICML 2023, 2023	78	2023
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models PY Huang, M Patrick, J Hu, G Neubig, F Metze, A Hauptmann NAACL 2021, 2021	60	2021

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