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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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Adam: A Method for Stochastic Optimization
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2014
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Diederik P. Kingma
Jimmy Ba
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CIDEr: Consensus-based image description evaluation
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2015
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Ramakrishna Vedantam
C. Lawrence Zitnick
Devi Parikh
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Distilling the Knowledge in a Neural Network
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2015
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Geoffrey E. Hinton
Oriol Vinyals
Jay B. Dean
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Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?
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2018
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Kensho Hara
Hirokatsu Kataoka
Yutaka Satoh
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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
Ming‐Wei Chang
Kenton Lee
Kristina Toutanova
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Memory-Attended Recurrent Network for Video Captioning
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2019
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Wenjie Pei
Jiyuan Zhang
Xiangrong Wang
Lei Ke
Xiaoyong Shen
Yu‐Wing Tai
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Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning
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2019
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Nayyer Aafaq
Naveed Akhtar
Wei Liu
Syed Zulqarnain Gilani
Ajmal Mian
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DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement Learning
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2022
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Jinxin Liu
Hongyin Zhang
Donglin Wang
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Semi-Supervised Classification with Graph Convolutional Networks
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2016
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Thomas Kipf
Max Welling
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Translating Videos to Natural Language Using Deep Recurrent Neural Networks
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2015
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Subhashini Venugopalan
Huijuan Xu
Jeff Donahue
Marcus Rohrbach
Raymond J. Mooney
Kate Saenko
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Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network
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2019
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Bairui Wang
Lin Ma
Wei Zhang
Wenhao Jiang
Jingwen Wang
Wei Liu
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Machine Learning Testing: Survey, Landscapes and Horizons
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2020
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Jie M. Zhang
Mark Harman
Lei Ma
Yang Liu
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Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning
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2021
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Jinxin Liu
Hao Shen
Donglin Wang
Yachen Kang
Qiangxing Tian
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VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research
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2019
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Xin Wang
Jiawei Wu
Junkun Chen
Lei Li
Yuan‐Fang Wang
William Yang Wang
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Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning
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2016
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Pingbo Pan
Zhongwen Xu
Yi Yang
Fei Wu
Yueting Zhuang
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Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering
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2018
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Medhini Narasimhan
Svetlana Lazebnik
Alexander G. Schwing
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An Analysis of Incorporating an External Language Model into a Sequence-to-Sequence Model
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2018
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Anjuli Kannan
Yonghui Wu
Patrick Nguyen
Tara N. Sainath
ZhiJeng Chen
Rohit Prabhavalkar
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Towards Evaluating the Robustness of Neural Networks
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2017
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Nicholas Carlini
David Wagner
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Non-local Neural Networks
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2018
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Xiaolong Wang
Ross Girshick
Abhinav Gupta
Kaiming He
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One-step and Two-step Classification for Abusive Language Detection on Twitter
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2017
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Ji Ho Park
Pascale Fung
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Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks
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2016
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Haonan Yu
Jiang Wang
Zhiheng Huang
Yi Yang
Wei Xu
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Aggregated Residual Transformations for Deep Neural Networks
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2017
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Saining Xie
Ross Girshick
Piotr Dollár
Zhuowen Tu
Kaiming He
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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Karen Simonyan
Andrew Zisserman
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Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
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2017
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Christian Szegedy
Sergey Ioffe
Vincent Vanhoucke
Alexander A. Alemi
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Sequence to Sequence -- Video to Text
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2015
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Subhashini Venugopalan
Marcus Rohrbach
Jeffrey Donahue
Raymond J. Mooney
Trevor Darrell
Kate Saenko
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Jointly Modeling Embedding and Translation to Bridge Video and Language
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2016
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Yingwei Pan
Tao Mei
Ting Yao
Houqiang Li
Yong Rui
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Relation-Aware Graph Attention Network for Visual Question Answering
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2019
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Linjie Li
Zhe Gan
Yu Cheng
Jingjing Liu
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Controllable Video Captioning with an Exemplar Sentence
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2020
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Yitian Yuan
Lin Ma
Jingwen Wang
Wenwu Zhu
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Deep Learning for Hate Speech Detection in Tweets
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2017
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Pinkesh Badjatiya
Shashank Gupta
Manish Gupta
Vasudeva Varma
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Efficient Estimation of Word Representations in Vector Space
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Exploring Visual Relationship for Image Captioning
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2018
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Ting Yao
Yingwei Pan
Yehao Li
Tao Mei
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Towards Deep Learning Models Resistant to Adversarial Attacks
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Aleksander Mądry
Aleksandar Makelov
Ludwig Schmidt
Dimitris Tsipras
Adrian Vladu
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Videos as Space-Time Region Graphs
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2018
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Xiaolong Wang
Abhinav Gupta
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The Kinetics Human Action Video Dataset
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João Carreira
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Brian Zhang
Chloe Hillier
Sudheendra Vijayanarasimhan
Fabio Viola
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DeepXplore
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2017
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Yinzhi Cao
Junfeng Yang
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Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning
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2019
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Junchao Zhang
Yuxin Peng
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MMDetection: Open MMLab Detection Toolbox and Benchmark.
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Kai Chen
Jiaqi Wang
Jiangmiao Pang
Yuhang Cao
Yu Xiong
Xiaoxiao Li
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Wansen Feng
Ziwei Liu
Jiarui Xu
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Data Sets: Word Embeddings Learned from Tweets and General Data
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2017
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Quanzhi Li
Sameena Shah
Xiaomo Liu
Armineh Nourbakhsh
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Cold Fusion: Training Seq2Seq Models Together with Language Models
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2018
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Anuroop Sriram
Heewoo Jun
Sanjeev Satheesh
Adam Coates
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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2017
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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Reconstruction Network for Video Captioning
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2018
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Bairui Wang
Lin Ma
Wei Zhang
Wei Liu
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Describing Videos by Exploiting Temporal Structure
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2015
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Li Yao
Atousa Torabi
Kyunghyun Cho
Nicolas Ballas
Christopher Pal
Hugo Larochelle
Aaron Courville
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Knockoff Nets: Stealing Functionality of Black-Box Models
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2019
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Tribhuvanesh Orekondy
Bernt Schiele
Mario Fritz
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Learning Conditioned Graph Structures for Interpretable Visual Question Answering
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2018
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Will Norcliffe-Brown
Stathis Vafeias
Sarah Parisot
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Neural Motifs: Scene Graph Parsing with Global Context
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2018
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Rowan Zellers
Mark Yatskar
Sam Thomson
Yejin Choi
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Less Is More: Picking Informative Frames for Video Captioning
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2018
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Yangyu Chen
Shuhui Wang
Weigang Zhang
Qingming Huang
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ImageNet Large Scale Visual Recognition Challenge
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2015
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Olga Russakovsky
Jia Deng
Hao Su
Jonathan Krause
Sanjeev Satheesh
Sean Ma
Zhiheng Huang
Andrej Karpathy
Aditya Khosla
Michael S. Bernstein
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Sequence Level Training with Recurrent Neural Networks
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2015
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Marc’Aurelio Ranzato
Sumit Chopra
Michael Auli
Wojciech Zaremba
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Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
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2014
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David Eigen
Christian Puhrsch
Rob Fergus
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