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Variational Inference with Coverage Guarantees


May 23, 2023
Yash Patel, Declan McNamara, Jackson Loper, Jeffrey Regier, Ambuj Tewari

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FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer Segmentation


May 04, 2023
Mrinal Kanti Dhar, Taiyu Zhang, Yash Patel, Zeyun Yu

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Neural Network Training and Non-Differentiable Objective Functions


May 03, 2023
Yash Patel

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* Ph.D. Dissertation (under review). Supervisor: Prof. Jiri Matas 

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DocILE Benchmark for Document Information Localization and Extraction


Feb 11, 2023
Štěpán Šimsa, Milan Šulc, Michal Uřičář, Yash Patel, Ahmed Hamdi, Matěj Kocián, Matyáš Skalický, Jiří Matas, Antoine Doucet, Mickaël Coustaty, Dimosthenis Karatzas

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SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation


Feb 07, 2023
Yash Patel, Yusheng Xie, Yi Zhu, Srikar Appalaraju, R. Manmatha

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DocILE 2023 Teaser: Document Information Localization and Extraction


Jan 29, 2023
Štěpán Šimsa, Milan Šulc, Matyáš Skalický, Yash Patel, Ahmed Hamdi

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* Accepted to ECIR 2023 

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MultiNet with Transformers: A Model for Cancer Diagnosis Using Images


Jan 21, 2023
Hosein Barzekar, Yash Patel, Ling Tong, Zeyun Yu

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Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training


Jan 05, 2023
Filip Radenovic, Abhimanyu Dubey, Abhishek Kadian, Todor Mihaylov, Simon Vandenhende, Yash Patel, Yi Wen, Vignesh Ramanathan, Dhruv Mahajan

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Fully Differentiable RANSAC


Dec 26, 2022
Tong Wei, Yash Patel, Jiri Matas, Daniel Barath

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Contrastive Classification and Representation Learning with Probabilistic Interpretation


Nov 07, 2022
Rahaf Aljundi, Yash Patel, Milan Sulc, Daniel Olmeda, Nikolay Chumerin

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