Sotabase

Career

· Member Of Technical, xAI2025–
· Member Of Technical Staff, xAI2025–
· Research Scientist, Meta AI2020–2025
· Research Intern, Meta AI2019–2019
· Visiting Researcher, Meta AI2019–2020
· Research Intern, Meta AI2017–2019
· Doctor of Philosophy (Ph.D.), Computer Science, University of California, Berkeley2015–2020
· Graduate Student Researcher, University of California, Berkeley2015–2020
· Bachelor of Engineering (B.E.), Electronic Information Science and Technology, Tsinghua University2011–2015

Publications (37)

SAM 2: Segment Anything in Images and Videos
International Conference on Learning Representations · 2024
2,350
cited
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders
Computer Vision and Pattern Recognition · 2023
1,368
cited
FLAVA: A Foundational Language And Vision Alignment Model
Computer Vision and Pattern Recognition · 2021
878
cited
Learning to Reason: End-to-End Module Networks for Visual Question Answering
IEEE International Conference on Computer Vision · 2017
597
cited
Natural Language Object Retrieval
Computer Vision and Pattern Recognition · 2015
570
cited
Speaker-Follower Models for Vision-and-Language Navigation
Neural Information Processing Systems · 2018
567
cited
TextCaps: a Dataset for Image Captioning with Reading Comprehension
European Conference on Computer Vision · 2020
513
cited
Grounding of Textual Phrases in Images by Reconstruction
European Conference on Computer Vision · 2015
511
cited
Segmentation from Natural Language Expressions
European Conference on Computer Vision · 2016
511
cited
Modeling Relationships in Referential Expressions with Compositional Modular Networks
Computer Vision and Pattern Recognition · 2016
423
cited
Scaling Language-Image Pre-Training via Masking
Computer Vision and Pattern Recognition · 2022
396
cited
UniT: Multimodal Multitask Learning with a Unified Transformer
IEEE International Conference on Computer Vision · 2021
345
cited
LSDA: Large Scale Detection through Adaptation
Neural Information Processing Systems · 2014
337
cited
Learning to Segment Every Thing
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
302
cited
Grounding Visual Explanations
European Conference on Computer Vision · 2018
236
cited
Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA
Computer Vision and Pattern Recognition · 2019
225
cited
Explainable Neural Computation via Stack Neural Module Networks
European Conference on Computer Vision · 2018
206
cited
Language-Conditioned Graph Networks for Relational Reasoning
IEEE International Conference on Computer Vision · 2019
182
cited
Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation
Annual Meeting of the Association for Computational Linguistics · 2019
106
cited
Generating Counterfactual Explanations with Natural Language
International Conference on Machine Learning · 2018
102
cited
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