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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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3
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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
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2021
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Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng Zhang
Stephen Lin
Baining Guo
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3
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Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering
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2017
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Yash Goyal
Tejas Khot
Douglas Summers-Stay
Dhruv Batra
Devi Parikh
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Scene Text Visual Question Answering
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2019
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Ali Furkan Biten
RubĂšn Tito
Andrés Mafla
LluĂs GĂłmez
Marçal Rusiñol
C. V. Jawahar
Ernest Valveny
DĂŹmosthenis Karatzas
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2
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LayoutLM: Pre-training of Text and Layout for Document Image Understanding
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2020
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Yiheng Xu
Minghao Li
Lei Cui
Shaohan Huang
Furu Wei
Ming Zhou
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2
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VizWiz Grand Challenge: Answering Visual Questions from Blind People
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2018
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Danna Gurari
Qing Li
Abigale Stangl
Anhong Guo
Chi Lin
Kristen Grauman
Jiebo Luo
Jeffrey P. Bigham
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LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
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2022
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Yupan Huang
Tengchao Lv
Lei Cui
Yutong Lu
Furu Wei
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2
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LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
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2021
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Yang Xu
Yiheng Xu
Tengchao Lv
Lei Cui
Furu Wei
Guoxin Wang
Yijuan Lu
Dinei FlorĂȘncio
Cha Zhang
Wanxiang Che
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End-to-End Document Recognition and Understanding with Dessurt
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2023
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Brian Davis
Bryan S. Morse
Brian Price
Chris Tensmeyer
Curtis Wigington
Vlad I. Morariu
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Towards End-to-End Unified Scene Text Detection and Layout Analysis
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2022
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Shangbang Long
Siyang Qin
Dmitry Panteleev
Alessandro Bissacco
Yasuhisa Fujii
Michalis Raptis
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2
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Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks
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2022
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Jiasen Lu
Christopher M. Clark
Rowan Zellers
Roozbeh Mottaghi
Aniruddha Kembhavi
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2
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Pix2seq: A Language Modeling Framework for Object Detection
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2021
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Ting Chen
Saurabh Saxena
Lala Li
David J. Fleet
Geoffrey E. Hinton
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2
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Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition
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2017
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Chee Kheng Chng
Chee Seng Chan
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2
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Bootstrap your own latent: A new approach to self-supervised Learning
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2020
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Jean-Bastien Grill
Florian Strub
Florent Altché
Corentin Tallec
Pierre H. Richemond
Elena Buchatskaya
Carl Doersch
Bernardo Ăvila Pires
Zhaohan Daniel Guo
Mohammad Gheshlaghi Azar
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Momentum Contrast for Unsupervised Visual Representation Learning
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2020
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Kaiming He
Haoqi Fan
Yuxin Wu
Saining Xie
Ross Girshick
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TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text
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2021
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Amanpreet Singh
Guan Pang
Mandy Toh
Jing Huang
Wojciech Galuba
Tal Hassner
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2
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Flamingo: a Visual Language Model for Few-Shot Learning
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2022
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Jean-Baptiste Alayrac
Jeff Donahue
Pauline Luc
Antoine Miech
Iain Barr
Yana Hasson
Karel Lenc
Arthur Mensch
Katie Millican
Malcolm Reynolds
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2
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
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2019
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Colin Raffel
Noam Shazeer
Adam Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
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Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer
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2022
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Yair Kittenplon
Inbal Lavi
Sharon Fogel
Yarin Bar
R. Manmatha
Pietro Perona
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2
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UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling
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2022
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Zhengyuan Yang
Zhe Gan
Jianfeng Wang
Xiaowei Hu
Faisal Ahmed
Zicheng Liu
Yumao Lu
Lijuan Wang
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2
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Attention Is All You Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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2
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SPTS: Single-Point Text Spotting
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2022
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Dezhi Peng
Xinyu Wang
Yuliang Liu
Jiaxin Zhang
Mingxin Huang
Songxuan Lai
Jing Li
Shenggao Zhu
Dahua Lin
Chunhua Shen
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2
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Towards VQA Models That Can Read
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2019
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Amanpreet Singh
Vivek Natarajan
Meet Shah
Yu Jiang
Xinlei Chen
Dhruv Batra
Devi Parikh
Marcus Rohrbach
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2
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Supervised Contrastive Learning
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2020
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Prannay Khosla
Piotr Teterwak
Chen Wang
Aaron Sarna
Yonglong Tian
Phillip Isola
Aaron Maschinot
Ce Liu
Dilip Krishnan
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2
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OCR-Free Document Understanding Transformer
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2022
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Geewook Kim
Teakgyu Hong
Moonbin Yim
Jeongyeon Nam
Jinyoung Park
Jinyeong Yim
Wonseok Hwang
Sangdoo Yun
Dongyoon Han
Seunghyun Park
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2
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Domain Generalization by Marginal Transfer Learning
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2017
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Gilles Blanchard
Aniket Anand Deshmukh
ĂrĂŒn Doǧan
Gyemin Lee
Clayton Scott
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Unified Deep Supervised Domain Adaptation and Generalization
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2017
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Saeid Motiian
Marco Piccirilli
Donald Adjeroh
Gianfranco Doretto
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Learning to Generalize: Meta-Learning for Domain Generalization
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2018
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Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
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1
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mixup: Beyond Empirical Risk Minimization
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2017
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Hongyi Zhang
Moustapha Cissé
Yann Dauphin
David LĂłpez-Paz
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1
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Know What You Donât Know: Unanswerable Questions for SQuAD
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2018
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Pranav Rajpurkar
Robin Jia
Percy Liang
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Synthetic Data for Text Localisation in Natural Images
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2016
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Ankush Gupta
Andrea Vedaldi
Andrew Zisserman
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Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
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2017
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Ramprasaath R. Selvaraju
Michael Cogswell
Abhishek Das
Ramakrishna Vedantam
Devi Parikh
Dhruv Batra
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1
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Evaluation of deep convolutional nets for document image classification and retrieval
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2015
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Adam W. Harley
Alex Ufkes
Konstantinos G. Derpanis
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Deeper, Broader and Artier Domain Generalization
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2017
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Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
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Learning Deep Object Detectors from 3D Models
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2015
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Xingchao Peng
Baochen Sun
Karim Ali
Kate Saenko
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1
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PubLayNet: Largest Dataset Ever for Document Layout Analysis
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2019
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Xu Zhong
Jianbin Tang
Antonio Jimeno Yepes
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1
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Domain Generalization by Solving Jigsaw Puzzles
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2019
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Fabio Maria Carlucci
Antonio DâInnocente
Silvia Bucci
Barbara Caputo
Tatiana Tommasi
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Deep Hashing Network for Unsupervised Domain Adaptation
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2017
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Hemanth Venkateswara
José Eusébio
Shayok Chakraborty
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Asymptotic Distribution of Coordinates on High Dimensional Spheres
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2007
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M. C. Spruill
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Invariant Risk Minimization
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LĂ©on Bottou
Ishaan Gulrajani
David LĂłpez-Paz
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Adversarial Domain Adaptation with Domain Mixup
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2020
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Minghao Xu
Jian Zhang
Bingbing Ni
Teng Li
Chengjie Wang
Qi Tian
Wenjun Zhang
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Improve Unsupervised Domain Adaptation with Mixup Training
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2020
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Shen Yan
Huan Song
Nanxiang Li
Lincan Zou
Ren Liu
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BERTScore: Evaluating Text Generation with BERT
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2019
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Tianyi Zhang
Varsha Kishore
Felix Wu
Kilian Q. Weinberger
Yoav Artzi
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EAST: An Efficient and Accurate Scene Text Detector
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2017
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Xinyu Zhou
Cong Yao
He Wen
Yuzhi Wang
Shuchang Zhou
Weiran He
Jiajun Liang
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Real-Time Scene Text Detection with Differentiable Binarization
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2020
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Minghui Liao
Zhaoyi Wan
Cong Yao
Kai Chen
Xiang Bai
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Multilingual Denoising Pre-training for Neural Machine Translation
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2020
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Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
Mike Lewis
Luke Zettlemoyer
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1
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Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization
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2019
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Shiori Sagawa
Pang Wei Koh
Tatsunori Hashimoto
Percy Liang
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1
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A Simple Framework for Contrastive Learning of Visual Representations
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2020
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Ting Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
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Out-of-Distribution Generalization via Risk Extrapolation (REx)
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2020
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David Krueger
Ethan Caballero
Joern-Henrik Jacobsen
Amy Zhang
Jonathan Binas
Dinghuai Zhang
RĂ©mi Le Priol
Aaron Courville
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1
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Asymmetric Valleys: Beyond Sharp and Flat Local Minima
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2019
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Haowei He
Gao Huang
Yuan Yang
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1
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