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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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3
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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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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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3
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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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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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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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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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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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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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An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
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2020
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Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
Thomas Unterthiner
Mostafa Dehghani
Matthias Minderer
Georg Heigold
Sylvain Gelly
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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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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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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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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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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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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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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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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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Unified Vision-Language Pre-Training for Image Captioning and VQA
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2020
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Luowei Zhou
Hamid Palangi
Lei Zhang
Houdong Hu
Jason J. Corso
Jianfeng Gao
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2
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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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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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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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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
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2018
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Richard Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
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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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Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
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2018
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Peter Anderson
Xiaodong He
Chris Buehler
Damien Teney
Mark Johnson
Stephen Jay Gould
Lei Zhang
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2
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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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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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2
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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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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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In Defense of Grid Features for Visual Question Answering
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2020
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Huaizu Jiang
Ishan Misra
Marcus Rohrbach
Erik Learned-Miller
Xinlei Chen
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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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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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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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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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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
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2017
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Martin Heusel
Hubert Ramsauer
Thomas Unterthiner
Bernhard Nessler
Sepp Hochreiter
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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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LXMERT: Learning Cross-Modality Encoder Representations from Transformers
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2019
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Hao Tan
Mohit Bansal
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2
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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2018
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Jacob Devlin
MingâWei Chang
Kenton Lee
Kristina Toutanova
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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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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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Image Inpainting for Irregular Holes Using Partial Convolutions
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2018
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Guilin Liu
Fitsum A. Reda
Kevin J. Shih
Ting-Chun Wang
Andrew Tao
Bryan Catanzaro
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1
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SPICE: Semantic Propositional Image Caption Evaluation
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2016
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Peter Anderson
Basura Fernando
Mark Johnson
Stephen Jay Gould
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1
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Towards Automatic Learning of Procedures from Web Instructional Videos
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2017
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Luowei Zhou
Chenliang Xu
Jason J. Corso
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1
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A Note on the Inception Score
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2018
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Shane Barratt
Rishi Sharma
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1
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Improved Techniques for Training GANs
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2016
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Tim Salimans
Ian Goodfellow
Wojciech Zaremba
Vicki Cheung
Alec Radford
Xi Chen
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1
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Going deeper with convolutions
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2015
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Christian Szegedy
Wei Liu
Yangqing Jia
Pierre Sermanet
Scott Reed
Dragomir Anguelov
Dumitru Erhan
Vincent Vanhoucke
Andrew Rabinovich
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1
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VSE++: Improving Visual-Semantic Embeddings with Hard Negatives
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2017
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Fartash Faghri
David J. Fleet
Jamie Kiros
Sanja Fidler
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1
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Conditional Image Generation with PixelCNN Decoders
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2016
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Aäron van den Oord
Nal Kalchbrenner
Oriol Vinyals
Lasse Espeholt
Alex Graves
Koray Kavukcuoglu
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1
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Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
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2016
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AnhâTu Nguyen
Jeff Clune
Yoshua Bengio
Alexey Dosovitskiy
Jason Yosinski
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1
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Dense-Captioning Events in Videos
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2017
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Ranjay Krishna
Kenji Hata
Frederic Ren
Li Fei-Fei
Juan Carlos Niebles
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1
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