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"Image": models, code, and papers
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Transductive image segmentation: Self-training and effect of uncertainty estimation

Jul 19, 2021
Konstantinos Kamnitsas, Stefan Winzeck, Evgenios N. Kornaropoulos, Daniel Whitehouse, Cameron Englman, Poe Phyu, Norman Pao, David K. Menon, Daniel Rueckert, Tilak Das, Virginia F. J. Newcombe, Ben Glocker

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Visually-Augmented Language Modeling

May 20, 2022
Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei

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Contrastive Learning for Unpaired Image-to-Image Translation

Aug 20, 2020
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu

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Teachers Do More Than Teach: Compressing Image-to-Image Models

Mar 05, 2021
Qing Jin, Jian Ren, Oliver J. Woodford, Jiazhuo Wang, Geng Yuan, Yanzhi Wang, Sergey Tulyakov

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An Improved Deep Learning Approach For Product Recognition on Racks in Retail Stores

Feb 26, 2022
Ankit Sinha, Soham Banerjee, Pratik Chattopadhyay

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Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks

May 24, 2022
Yijun Tian, Chuxu Zhang, Zhichun Guo, Yihong Ma, Ronald Metoyer, Nitesh V. Chawla

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Fairness for Image Generation with Uncertain Sensitive Attributes

Jul 02, 2021
Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alexandros G. Dimakis, Eric Price

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Practical Learned Lossless JPEG Recompression with Multi-Level Cross-Channel Entropy Model in the DCT Domain

Mar 30, 2022
Lina Guo, Xinjie Shi, Dailan He, Yuanyuan Wang, Rui Ma, Hongwei Qin, Yan Wang

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From CNNs to Vision Transformers -- A Comprehensive Evaluation of Deep Learning Models for Histopathology

Apr 11, 2022
Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff

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The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective

Aug 04, 2021
Mathias Unberath, Cong Gao, Yicheng Hu, Max Judish, Russell H Taylor, Mehran Armand, Robert Grupp

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