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NetVLAD: CNN Architecture for Weakly Supervised Place Recognition
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2017
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Relja Arandjelović
Petr Gronát
Akihiko Torii
Tomáš Pajdla
Josef Šivic
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7
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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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7
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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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7
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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5
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Audio-Visual Scene Analysis with Self-Supervised Multisensory Features
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2018
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Andrew Owens
Alexei A. Efros
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4
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FlowNet: Learning Optical Flow with Convolutional Networks
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2015
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Alexey Dosovitskiy
Philipp Fischer
Eddy Ilg
Philip Häusser
Caner Hazırbaş
Vladimir Golkov
Patrick van der Smagt
Daniel Cremers
Thomas Brox
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4
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PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors
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2016
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Vassileios Balntas
Edward Johns
Lilian Tang
Krystian Mikolajczyk
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4
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Neural Machine Translation by Jointly Learning to Align and Translate
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2015
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Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
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3
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Large-Scale Image Retrieval with Attentive Deep Local Features
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2017
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Hyeonwoo Noh
André Araujo
Jack Sim
Tobias Weyand
Bohyung Han
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3
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Factors of Transferability for a Generic ConvNet Representation
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2015
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Hossein Azizpour
Ali Sharif Razavian
Josephine Sullivan
Atsuto Maki
Stefan Carlsson
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3
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Proposal Flow
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2016
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Bumsub Ham
Minsu Cho
Cordelia Schmid
Jean Ponce
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3
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Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions
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2018
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Torsten Sattler
Will Maddern
Carl Toft
Akihiko Torii
Lars Hammarstrand
Erik Stenborg
Daniel Safari
Masatoshi Okutomi
Marc Pollefeys
Josef Šivic
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3
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FaceNet: A unified embedding for face recognition and clustering
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2015
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Florian Schroff
Dmitry Kalenichenko
James Philbin
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3
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Learning to compare image patches via convolutional neural networks
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2015
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Sergey Zagoruyko
Nikos Komodakis
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3
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2015
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Sergey Ioffe
Christian Szegedy
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3
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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3
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Deep Image Homography Estimation
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2016
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Daniel DeTone
Tomasz Malisiewicz
Andrew Rabinovich
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3
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Multi-scale Orderless Pooling of Deep Convolutional Activation Features
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2014
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Yunchao Gong
Liwei Wang
Ruiqi Guo
Svetlana Lazebnik
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3
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Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
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2015
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Kelvin Xu
Jimmy Ba
Ryan Kiros
Kyunghyun Cho
Aaron Courville
Ruslan Salakhutdinov
Richard S. Zemel
Yoshua Bengio
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3
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WarpNet: Weakly Supervised Matching for Single-View Reconstruction
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2016
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Angjoo Kanazawa
David W. Jacobs
Manmohan Chandraker
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3
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Deep visual-semantic alignments for generating image descriptions
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2015
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Andrej Karpathy
Li Fei-Fei
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3
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End-to-End Weakly-Supervised Semantic Alignment
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2018
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Ignacio Rocco
Relja Arandjelović
Josef Šivic
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3
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Towards Deep Learning Models Resistant to Adversarial Attacks.
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2018
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Aleksander Mądry
Aleksandar Makelov
Ludwig Schmidt
Dimitris Tsipras
Adrian Vladu
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2
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CNN Features Off-the-Shelf: An Astounding Baseline for Recognition
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2014
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Ali Sharif Razavian
Hossein Azizpour
Josephine Sullivan
Stefan Carlsson
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2
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VGGFace2: A Dataset for Recognising Faces across Pose and Age
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2018
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Qiong Cao
Li Shen
Weidi Xie
Omkar Parkhi
Andrew Zisserman
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2
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A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing
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2017
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Qingnan Fan
Jiaolong Yang
Gang Hua
Baoquan Chen
David Wipf
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2
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Learning to Find Good Correspondences
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2018
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Kwang Moo Yi
Eduard Trulls
Y. Ono
Vincent Lepetit
Mathieu Salzmann
Pascal Fua
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2
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The Visual Centrifuge: Model-Free Layered Video Representations
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2019
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Jean-Baptiste Alayrac
João Carreira
Andrew Zisserman
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2
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Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks
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2016
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Nicolas Papernot
Patrick McDaniel
Xi Wu
Somesh Jha
Ananthram Swami
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2
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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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2
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“Double-DIP”: Unsupervised Image Decomposition via Coupled Deep-Image-Priors
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2019
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Yosef Gandelsman
Assaf Shocher
Michal Irani
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2
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Fully-trainable deep matching
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2016
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James Thewlis
Shuai Zheng
Philip H. S. Torr
Andrea Vedaldi
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2
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CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples
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2016
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Filip Radenović
Giorgos Tolias
Ondřej Chum
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2
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MatConvNet - Convolutional Neural Networks for MATLAB
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2014
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Andrea Vedaldi
Karel Lenc
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2
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Single Image Reflection Separation with Perceptual Losses
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2018
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Xuaner Zhang
Ren Ng
Qifeng Chen
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2
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Sim2real transfer learning for 3D pose estimation: motion to the rescue
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2019
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Carl Doersch
Andrew Zisserman
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2
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Mirror, Mirror, on the Wall, Who’s Got the Clearest Image of Them All?—A Tailored Approach to Single Image Reflection Removal
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2019
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Daniel Heydecker
Georg Maierhofer
Angelica I. Avilés-Rivero
Qingnan Fan
Dongdong Chen
Carola‐Bibiane Schönlieb
Sabine Süsstrunk
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2
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Single Image Reflection Removal Using Deep Encoder-Decoder Network
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2018
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Zhixiang Chi
Xiaolin Wu
Xiao Shu
Jinjin Gu
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2
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Verifying Neural Networks with Mixed Integer Programming
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2017
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Vincent Tjeng
Russ Tedrake
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2
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Unsupervised object discovery and localization in the wild: Part-based matching with bottom-up region proposals
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2015
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Minsu Cho
Suha Kwak
Cordelia Schmid
Jean Ponce
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2
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Deep Image Homography Estimation
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2016
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Daniel DeTone
Tomasz Malisiewicz
Andrew Rabinovich
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2
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Adversarial examples in the physical world
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2016
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Alexey Kurakin
Ian Goodfellow
Samy Bengio
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2
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2015
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Sergey Ioffe
Christian Szegedy
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2
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Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
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2017
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Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
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2
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A Short Note about Kinetics-600
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2018
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João Carreira
Eric Noland
Andras Banki-Horvath
Chloe Hillier
Andrew Zisserman
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2
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Provable defenses against adversarial examples via the convex outer adversarial polytope
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2017
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J. Zico Kolter
Eric Wong
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2
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Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
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2017
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Guy Katz
Clark Barrett
David L. Dill
Kyle D. Julian
Mykel J. Kochenderfer
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2
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Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
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2017
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João Carreira
Andrew Zisserman
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2
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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
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2014
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Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
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2
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SCNet: Learning Semantic Correspondence
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2017
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Kai Han
Rafael Sampaio de Rezende
Bumsub Ham
Kenneth K. Wong
Minsu Cho
Cordelia Schmid
Jean Ponce
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2
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