Selected Publication. Please go to my List of All papers for a detailed list.
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Garment Ideation: Iterative view-aware sketch-based garment modeling
Pinaki Nath Chowdhury, Tuanfeng Wang, Duygu Ceylan, Yi-Zhe Song, Yulia Gryaditskaya
Venue: International Conference on 3D Vision (3DV) 2022 ORAL
[code]
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SceneTrilogy: On Scene Sketches and its Relationship with Text and Photo
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Tao Xiang, Yi-Zhe Song
Venue: arXiv preprint arXiv:2204.11964
[pdf]
[URL]
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FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context
Pinaki Nath Chowdhury, Aneeshan Sain, Ayan Kumar Bhunia, Tao Xiang, Yulia Gryaditskaya, Yi-Zhe Song
Venue: European Conference on Computer Vision (ECCV), 2022
[pdf]
[URL]
[code]
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Partially Does It: Towards Scene-Level FG-SBIR with Partial Input
Pinaki Nath chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song
Venue: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[pdf]
[URL]
[code]
[video]
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Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval
Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Venue: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[pdf]
[URL]
[code]
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Sketch3T: Test-time Training for Zero-Shot SBIR
Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Venue: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[pdf]
[URL]
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Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Yi-Zhe Song
Venue: IEEE International Conference on Computer Vision (ICCV), 2021
[pdf]
[URL]
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Towards the Unseen: Iterative Text Recognition by Distilling from Errors
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song
Venue: IEEE International Conference on Computer Vision (ICCV), 2021
[pdf]
[URL]
Teaching
- EEE1032 Mathematics II: Engineering Maths (Teaching Assistant 21'), University of Surrey
Invited Talks
- [14/06/2022] CVC Computer Vision Center, Universitat Autònoma de Barcelona, Spain [Talk]
Volunteer
- Reviewer for IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
- Reviewer for International Conference on Computer Vision (ICCV)
- Reviewer for European Conference on Computer Vision (ECCV)
- Reviewer for IEEE Transaction on Multimedia
- Reviewer for Computers & Graphics
- Reviewer for Pattern Recognition (PR)
- Reviewer for Pattern Recognition Letters (PRL)
- Reviewer for International Conference on Pattern Recognition (ICPR)
- Reviewer for Machine Intelligence Research (MIR)
Research Experience
Indian Statistical Institute, Kolkata
Supervisor: Prof. Umapada Pal
Position: Visiting Scientist
January 2022
Adobe Research, London
Supervisor: Tuanfeng Wang, Duygu Ceylan, and Niloy J. Mitra
Position: Intern
May 2021 - July 2021
Indian Statistical Institute, Kolkata
Supervisor: Prof. Umapada Pal
Position: Project Linked Person (aka. Research Assistant/Associate)
June 2018 - September 2020
Council of Scientific & Industrial Research - Central Drug Research Institute
Supervisor: Dr. Sukant Khurana
Position: Internship
August 2017 - February 2018