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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


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Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches



Ayan Kumar Bhunia , Viswanatha Reddy Gajjala , Subhadeep Koley , Rohit Kundu , Aneeshan Sain , Tao Xiang , Yi-Zhe Song

* 10 pages, 3 figures. Accepted in CVPR 2022 

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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

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022 Code: https://github.com/AyanKumarBhunia/Stroke_Subset_Selector-for-FGSBIR 

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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

* Accepted in CVPR 2022 

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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

* 10 pages, 5 figures. Accepted in CVPR 2022 

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FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context



Pinaki Nath Chowdhury , Aneeshan Sain , Yulia Gryaditskaya , Ayan Kumar Bhunia , Tao Xiang , Yi-Zhe Song

* Project Page: http://www.pinakinathc.me/fscoco 

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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

* IEEE International Conference on Computer Vision (ICCV), 2021 

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Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition



Ayan Kumar Bhunia , Aneeshan Sain , Amandeep Kumar , Shuvozit Ghose , Pinaki Nath Chowdhury , Yi-Zhe Song

* IEEE International Conference on Computer Vision (ICCV), 2021 

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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

* IEEE International Conference on Computer Vision (ICCV), 2021 

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