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Anwesa Choudhuri I am a Senior Research Scientist at United Imaging Intelligence, Boston, MA I completed my Ph.D. in Electrical and Computer Engineering from the University of Illinois Urbana-Champaign (UIUC) in 2024, where I was advised by Girish Chowdhary and Alex Schwing. My research focuses on video understanding, image and video segmentation, and image and video captioning. |
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News
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Research PapersSome of my recent publications are listed below. |
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PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis
A Choudhuri, Z Gao, M Zheng, B Planche, T Chen, Z Wu MICCAI, 2025 arXiv A foundation model for joint detection, segmentation, classification, and tracking of polyps in endoscopy videos. |
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Order-aware Interactive Segmentation
B Wang, A Choudhuri, M Zheng, Z Gao, B Planche, A Deng, Q Liu, T Chen, Z Wu ICLR, 2025 arXiv Transformer-based model for fine-grained interactive segmentation. |
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OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
A Choudhuri, G Chowdhary, A Schwing NeurIPS, 2024 Project / arXiv Video instance segmentation and captioning of open-world and close-world objects. |
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Context-Aware Relative Object Queries to Unify Video Instance and Panoptic Segmentation
A Choudhuri, G Chowdhary, AG Schwing CVPR, 2023 Project / Paper Simple approach for multiple video segmentation tasks using context-aware relative object queries (CAROQ). |
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Assignment-Space-Based Multi-Object Tracking and Segmentation
A Choudhuri, G Chowdhary, AG Schwing ICCV, 2021 Project / Paper Globally optimal solution for multi-object tracking and segmentation (MOTS) over the space of assignments. |
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