Chih-Yao Ma

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Zsolt KiraAssistant Professor, Georgia Institute of TechnologyVerified email at gatech.edu
Ghassan AlRegibSchool of Electrical and Computer Engineering, Georgia TechVerified email at gatech.edu
Caiming XiongSalesforce ResearchVerified email at salesforce.com
Zuxuan WuFudan UniversityVerified email at fudan.edu.cn
Chia-Wen KuoInstitute for Robotics and Intelligence Machines (IRIM), Georgia Institute of TechnologyVerified email at gatech.edu
Yen-Cheng LiuGeorgia Institute of TechnologyVerified email at gatech.edu
Zijian HeMeta Reality LabsVerified email at fb.com
Richard Socheryou.comVerified email at stanford.edu
Asim KadavTonalVerified email at tonal.com
Hans Peter GrafNEC Laboratories AmericaVerified email at nec-labs.com
Kan ChenResearch Scientist, WaymoVerified email at waymo.com
Bichen WuMeta Reality Labs, UC BerkeleyVerified email at berkeley.edu
Yi-Pai Huang (SID, OSA, SPIE Fellow)Principal Engineering Scientist, PPO-Display, Apple Inc.Verified email at g2.nctu.edu.tw
Min-Hung ChenResearch Engineer II @ MicrosoftVerified email at microsoft.com
Jiasen LuResearch Scientist, Allen Institute of Artificial IntelligenceVerified email at allenai.org
Peizhao ZhangResearch Scientist, Meta Reality LabsVerified email at fb.com
Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Jia-Bin HuangAssociate Professor, University of Maryland; Research Scientist, Meta Reality LabsVerified email at umd.edu
Junjiao TianPhD, Georgia Institute of TechnologyVerified email at gatech.edu
Nathan SomavarapuGeorgia Institute of TechnologyVerified email at gatech.edu

Chih-Yao Ma

Senior Research Scientist @ Meta

Verified email at fb.com - Homepage

Computer Vision Natural Language Processing Machine Learning Deep Learning


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TS-LSTM and temporal-inception: Exploiting spatiotemporal dynamics for activity recognition CY Ma, MH Chen, Z Kira, G AlRegib (*equal contribution) Signal Processing: Image Communication, 2017	206	2017
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation CY Ma, J Lu, Z Wu, G AlRegib, Z Kira, R Socher, C Xiong International Conference on Learning Representations (ICLR), 2019	170	2019
Attend and Interact: Higher-Order Object Interactions for Video Understanding CY Ma, A Kadav, I Melvin, Z Kira, G AlRegib, HP Graf IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018	132	2018
The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation CY Ma, Z Wu, G AlRegib, C Xiong, Z Kira IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Oral), 2019	126	2019
Unbiased Teacher for Semi-Supervised Object Detection YC Liu, CY Ma, Z He, CW Kuo, K Chen, P Zhang, B Wu, Z Kira, P Vajda International Conference on Learning Representations (ICLR), 2021	122	2021
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Z Wu, C Xiong, CY Ma, R Socher, LS Davis IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019	115	2019
FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning CW Kuo, CY Ma, JB Huang, Z Kira European Conference on Computer Vision (ECCV), 2020	46	2020
Frustratingly Simple Domain Generalization via Image Stylization N Somavarapu, CY Ma, Z Kira arXiv preprint arXiv:2006.11207, 2020	35	2020
Learning-based saliency model with depth information CY Ma, HM Hang Journal of vision 15 (6), 19-19, 2015	33	2015
Who2com: Collaborative Perception Via Learnable Handshake Communication YC Liu, J Tian, CY Ma, N Glaser, CW Kuo, Z Kira IEEE International Conference on Robotics and Automation (ICRA), 2020	32	2020
10.2: Crosstalk Suppression by Image Processing in 3D Display YC Chang, CY Ma, YP Huang SID Symposium Digest of Technical Papers 41 (1), 124-127, 2010	23	2010
Learning to Generate Grounded Visual Captions without Localization Supervision CY Ma, Y Kalantidis, G AlRegib, P Vajda, M Rohrbach, Z Kira European Conference on Computer Vision (ECCV), 2020	18	2020
Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation MZ Irshad, CY Ma, Z Kira International Conference on Robotics and Automation (ICRA), 2021	16	2021
Spatio-temporal interaction network for learning object interactions A Kadav, CY Ma, I Melvin, HP Graf US Patent 10,503,978, 2019	10	2019
Multi-zone digital crosstalk reduction by image processing in 3D display CY Ma, YC Chang, YP Huang Journal of Display Technology 10 (6), 488-493, 2014	7	2014
55.2: A Simulation Platform and Crosstalk Analysis for Patterned Retarder 3D Display CY Ma, YC Chang, YP Huang, CH Tsao SID Symposium Digest of Technical Papers 42 (1), 808-811, 2011	5	2011
Self-aware visual-textual co-grounded navigation agent CY Ma, C Xiong US Patent 11,029,694, 2021	4	2021
Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification CW Kuo, CY Ma, JB Huang, Z Kira arXiv preprint arXiv:1906.05202, 2019	4	2019
Grounded Objects and Interactions for Video Captioning CY Ma, A Kadav, I Melvin, Z Kira, G AlRegib, HP Graf Neural Information Processing Systems (NeurIPS) Workshop on Visually …, 2017	4	2017
Cross-Domain Object Detection via Adaptive Self-Training YJ Li, X Dai, CY Ma, YC Liu, K Chen, B Wu, Z He, K Kitani, P Vadja IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022	2	2022

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