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
Yen-Cheng LiuGeorgia Institute of TechnologyVerified email at gatech.edu
Chia-Wen KuoInstitute for Robotics and Intelligence Machines (IRIM), Georgia Institute of TechnologyVerified email at gatech.edu
Zijian HeMeta Reality LabsVerified email at fb.com
Zuxuan WuFudan UniversityVerified email at fudan.edu.cn
Kan ChenResearch Scientist, WaymoVerified email at waymo.com
Bichen WuMeta Reality Labs, UC BerkeleyVerified email at berkeley.edu
Richard Socheryou.comVerified email at stanford.edu
Junjiao TianPhD, Georgia Institute of TechnologyVerified email at gatech.edu
Asim KadavfreenomeVerified email at freenome.com
Hans Peter GrafNEC Laboratories AmericaVerified email at nec-labs.com
Xiaoliang DaiResearch Scientist, FacebookVerified email at fb.com
Peizhao ZhangResearch Scientist, Meta Reality LabsVerified email at fb.com
Min-Hung ChenSenior Research Scientist @ NVIDIAVerified email at nvidia.com
Jiasen LuResearch Scientist, Allen Institute of Artificial IntelligenceVerified email at allenai.org
Yi-Pai Huang (SID, OSA, SPIE Fellow)Principal Engineering Scientist, PPO-Display, Apple Inc.Verified email at g2.nctu.edu.tw
Jia-Bin HuangCapital One Associate Professor at University of MarylandVerified email at umd.edu
Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu

Chih-Yao Ma

Staff Research Scientist @ GenAI, Meta

Verified email at meta.com - Homepage

Generative Model Computer Vision Natural Language Processing Machine Learning Deep Learning


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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	300	2021
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	244	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	237	2019
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	178	2019
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	164	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	154	2018
FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning CW Kuo, CY Ma, JB Huang, Z Kira European Conference on Computer Vision (ECCV), 2020	96	2020
Cross-Domain Adaptive Teacher for Object Detection YJ Li, X Dai, CY Ma, YC Liu, K Chen, B Wu, Z He, K Kitani, P Vajda IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 7581-7590, 2022	62	2022
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	61	2020
Frustratingly Simple Domain Generalization via Image Stylization N Somavarapu, CY Ma, Z Kira arXiv preprint arXiv:2006.11207, 2020	54	2020
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors YC Liu, CY Ma, Z Kira IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022	44	2022
Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation MZ Irshad, CY Ma, Z Kira International Conference on Robotics and Automation (ICRA), 2021	43	2021
Learning-based saliency model with depth information CY Ma, HM Hang Journal of vision 15 (6), 19-19, 2015	38	2015
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	27	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	24	2010
Self-aware visual-textual co-grounded navigation agent CY Ma, C Xiong US Patent 11,029,694, 2021	21	2021
Spatio-temporal interaction network for learning object interactions A Kadav, CY Ma, I Melvin, HP Graf US Patent 10,503,978, 2019	16	2019
Open-Set Semi-Supervised Object Detection YC Liu, CY Ma, X Dai, J Tian, P Vadja, Z He, Z Kira European Conference on Computer Vision (ECCV) (Oral), 2022	9	2022
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks YC Liu, CY Ma, J Tian, Z He, Z Kira Conference on Neural Information Processing Systems (NeurIPS), 2022	8	2022
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

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