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Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval
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2021
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Max Bain
Arsha Nagrani
GĂźl Varol
Andrew Zisserman
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3
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HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
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2019
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Antoine Miech
Dimitri Zhukov
Jean-Baptiste Alayrac
Makarand Tapaswi
Ivan Laptev
Josef Ĺ ivic
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3
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Decoupled Weight Decay Regularization
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2017
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Ilya Loshchilov
Frank Hutter
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2
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Learning a Text-Video Embedding from Incomplete and Heterogeneous Data
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2018
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Antoine Miech
Ivan Laptev
Josef Ĺ ivic
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2
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HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training
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2020
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Linjie Li
YenâChun Chen
Yu Cheng
Zhe Gan
Licheng Yu
Jingjing Liu
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2
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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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2
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Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
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2018
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Saining Xie
Chen Sun
Jonathan Huang
Zhuowen Tu
Kevin Murphy
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2
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End-to-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering
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2017
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Youngjae Yu
Hyungjin Ko
Jongwook Choi
Gunhee Kim
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2
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Use What You Have: Video Retrieval Using Representations From Collaborative Experts
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2019
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Yang Liu
Samuel Albanie
Arsha Nagrani
Andrew Zisserman
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2
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Support-set bottlenecks for video-text representation learning
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2020
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Mandela Patrick
Po-Yao Huang
Yuki M. Asano
Florian Metze
Alexander G. Hauptmann
JoĂŁo F. Henriques
Andrea Vedaldi
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2
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Is Space-Time Attention All You Need for Video Understanding?
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2021
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Gedas Bertasius
Heng Wang
Lorenzo Torresani
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2
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Image Super-Resolution Via Iterative Refinement
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2022
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Chitwan Saharia
Jonathan Ho
William Chan
Tim Salimans
David J. Fleet
Mohammad Norouzi
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2
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A Style-Based Generator Architecture for Generative Adversarial Networks
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2019
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Tero Karras
Samuli Laine
Timo Aila
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2
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VideoBERT: A Joint Model for Video and Language Representation Learning
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2019
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Chen Sun
Austin Myers
Carl Vondrick
Kevin Murphy
Cordelia Schmid
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2
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Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling
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2021
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Jie Lei
Linjie Li
Luowei Zhou
Zhe Gan
Tamara L. Berg
Mohit Bansal
Jingjing Liu
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2
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TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
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2021
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Weihao Xia
Yujiu Yang
JingâHao Xue
Baoyuan Wu
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2
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A Joint Sequence Fusion Model for Video Question Answering and Retrieval
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2018
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Youngjae Yu
Jong-Seok Kim
Gunhee Kim
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2
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Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
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2021
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Elad Richardson
Yuval Alaluf
Or Patashnik
Yotam Nitzan
Yaniv Azar
Stav Shapiro
Daniel CohenâOr
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2
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Hierarchical Conditional Relation Networks for Video Question Answering
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2020
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Thao Minh Le
Vuong Le
Svetha Venkatesh
Truyen Tran
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2
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ActBERT: Learning Global-Local Video-Text Representations
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2020
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Linchao Zhu
Yi Yang
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2
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Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
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2021
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Zhicheng Huang
Zhaoyang Zeng
Yupan Huang
Bei Liu
Dongmei Fu
Jianlong Fu
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2
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Motion-Appearance Co-memory Networks for Video Question Answering
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2018
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Jiyang Gao
Runzhou Ge
Kan Chen
Ram Nevatia
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2
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End-to-End Learning of Visual Representations From Uncurated Instructional Videos
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2020
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Antoine Miech
Jean-Baptiste Alayrac
Lucas Smaira
Ivan Laptev
Josef Ĺ ivic
Andrew Zisserman
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2
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Localizing Moments in Video with Natural Language
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2017
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Lisa Anne Hendricks
Oliver Wang
Eli Shechtman
Josef Ĺ ivic
Trevor Darrell
Bryan Russell
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Multi-modal Transformer for Video Retrieval
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2020
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Valentin Gabeur
Chen Sun
Karteek Alahari
Cordelia Schmid
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2
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SlowFast Networks for Video Recognition
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2019
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Christoph Feichtenhofer
Haoqi Fan
Jitendra Malik
Kaiming He
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2
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TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering
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2017
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Yunseok Jang
Yale Song
Youngjae Yu
Youngjin Kim
Gunhee Kim
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UNITER: UNiversal Image-TExt Representation Learning
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2020
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Yen-Chun Chen
Linjie Li
Licheng Yu
Ahmed El Kholy
Faisal Ahmed
Zhe Gan
Yu Cheng
Jingjing Liu
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2
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Cross-Modal and Hierarchical Modeling of Video and Text
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2018
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Bowen Zhang
Hexiang Hu
Fei Sha
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2
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Learning Spatiotemporal Features with 3D Convolutional Networks
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2015
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Du Tran
Lubomir Bourdev
Rob Fergus
Lorenzo Torresani
Manohar Paluri
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2
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YouTube-8M: A Large-Scale Video Classification Benchmark
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2016
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Sami Abu-El-Haija
Nisarg Kothari
Joonseok Lee
Apostol Natsev
George Toderici
Balakrishnan Varadarajan
Sudheendra Vijayanarasimhan
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2
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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
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2019
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Zhenzhong Lan
Mingda Chen
Sebastian Goodman
Kevin Gimpel
Piyush Sharma
Radu Soricut
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What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
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2020
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Junjie Hu
Yu Cheng
Zhe Gan
Jingjing Liu
Jianfeng Gao
Graham Neubig
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Local Aggregation for Unsupervised Learning of Visual Embeddings
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2019
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Chengxu Zhuang
Alex Zhai
Daniel Yamins
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1
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ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data
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2020
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Di Qi
Lin Su
Jia Song
Edward Cui
Taroon Bharti
Arun Sacheti
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1
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UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation.
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2020
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Huaishao Luo
Lei Ji
Botian Shi
Haoyang Huang
Nan Duan
Tianrui Li
Xilin Chen
Ming Zhou
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1
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REALM: Retrieval-Augmented Language Model Pre-Training
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2020
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Kelvin Guu
Kenton Lee
Zora Tung
Panupong Pasupat
MingâWei Chang
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1
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XGPT: Cross-modal Generative Pre-Training for Image Captioning
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2020
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Qiaolin Xia
Haoyang Huang
Nan Duan
Dongdong Zhang
Lei Ji
Zhifang Sui
Edward Cui
Taroon Bharti
Xin Liu
Ming Zhou
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1
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Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
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2020
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Zhicheng Huang
Zhaoyang Zeng
Bei Liu
Dongmei Fu
Jianlong Fu
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1
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Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
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2020
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Xiujun Li
Xi Yin
Chunyuan Li
Pengchuan Zhang
Xiaowei Hu
Lei Zhang
Lijuan Wang
Houdong Hu
Dong Li
Furu Wei
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1
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Language Models are Few-Shot Learners
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2020
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T. B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
Prafulla Dhariwal
Arvind Neelakantan
Pranav Shyam
Girish Sastry
Amanda Askell
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1
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A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation
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2020
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Anyi Rao
Linning Xu
Yu Xiong
Guodong Xu
Qingqiu Huang
Bolei Zhou
Dahua Lin
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1
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VirTex: Learning Visual Representations from Textual Annotations
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2020
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Karan Desai
Justin Johnson
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1
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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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1
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Large-Scale Adversarial Training for Vision-and-Language Representation Learning
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2020
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Zhe Gan
Yen-Chun Chen
Linjie Li
Chen Zhu
Yu Cheng
Jingjing Liu
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1
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ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph
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2020
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F. Richard Yu
Jiji Tang
Weichong Yin
Yu Sun
Hao Tian
Hua Wu
Haifeng Wang
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1
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Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders
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2020
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Nicola Messina
Giuseppe Amato
Andrea Esuli
Fabrizio Falchi
Claudio Gennaro
StĂŠphane MarchandâMaillet
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1
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X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers
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2020
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Jaemin Cho
Jiasen Lu
Dustin Schwenk
Hannaneh Hajishirzi
Aniruddha Kembhavi
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1
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Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
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2020
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Xiujun Li
Xi Yin
Chunyuan Li
Pengchuan Zhang
Xiaowei Hu
Lei Zhang
Lijuan Wang
Houdong Hu
Dong Li
Furu Wei
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1
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Emerging Trends of Multimodal Research in Vision and Language.
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2020
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Shagun Uppal
Sarthak Bhagat
Devamanyu Hazarika
Navonil Majumder
Soujanya Poria
Roger Zimmermann
Amir Zadeh
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1
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