Andrew Owens

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All published works

Action	Title	Year	Authors
+ PDF Chat	Community Forensics: Using Thousands of Generators to Train Fake Image Detectors	2024	Jeongsoo Park Andrew Owens
+ PDF Chat	Contrastive Touch-to-Touch Pretraining	2024	Samanta Rodriguez Yiming Dou William van den Bogert Miquel Oller Ka-wing So Andrew Owens Nima Fazeli
+ PDF Chat	Tactile Functasets: Neural Implicit Representations of Tactile Datasets	2024	Sikai Li Samanta Rodriguez Yiming Dou Andrew Owens Nima Fazeli
+ PDF Chat	Self-Supervised Audio-Visual Soundscape Stylization	2024	Tingle Li Renhao Wang Po-Yao Huang Andrew Owens Gopala Anumanchipalli
+ PDF Chat	Touch2Touch: Cross-Modal Tactile Generation for Object Manipulation	2024	Samanta Rodriguez Yiming Dou Miquel Oller Andrew Owens Nima Fazeli
+ PDF Chat	Images that Sound: Composing Images and Sounds on a Single Canvas	2024	Ziyang Chen Daniel Geng Andrew Owens
+ PDF Chat	Factorized Diffusion: Perceptual Illusions by Noise Decomposition	2024	Daniel Geng Inbum Park Andrew Owens
+ PDF Chat	Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark	2024	Ziyang Chen Israel D. Gebru Christian Richardt Anurag Kumar William Laney Andrew Owens Alexander Richard
+ PDF Chat	Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators	2024	Daniel Geng Andrew Owens
+ PDF Chat	Binding Touch to Everything: Learning Unified Multimodal Tactile Representations	2024	Fengyu Yang Chao Feng Ziyang Chen Hyoungseob Park Daniel Wang Yiming Dou Ziyao Zeng Xien Chen Rit Gangopadhyay Andrew Owens
+	Self-Supervised Motion Magnification by Backpropagating Through Optical Flow	2023	Zhaoying Pan Daniel Geng Andrew Owens
+	Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models	2023	Daniel Geng Inbum Park Andrew Owens
+ PDF Chat	Comparing Correspondences: Video Prediction with Correspondence-wise Losses	2022	Daniel Geng Max Hamilton Andrew Owens
+ PDF Chat	Learning Pixel Trajectories with Multiscale Contrastive Random Walks	2022	Zhangxing Bian Allan Jabri Alexei A. Efros Andrew Owens
+ PDF Chat	Mix and Localize: Localizing Sound Sources in Mixtures	2022	Xixi Hu Ziyang Chen Andrew Owens
+ PDF Chat	Strumming to the Beat: Audio-Conditioned Contrastive Video Textures	2022	Medhini Narasimhan Shiry Ginosar Andrew Owens Alexei A. Efros Trevor Darrell
+ PDF Chat	Learning Visual Styles from Audio-Visual Associations	2022	Tingle Li Yichen Liu Andrew Owens Hang Zhao
+ PDF Chat	Sound Localization by Self-supervised Time Delay Estimation	2022	Ziyang Chen David F. Fouhey Andrew Owens
+	Structure from Silence: Learning Scene Structure from Ambient Sound.	2021	Ziyang Chen Xixi Hu Andrew Owens
+ PDF Chat	Planar Surface Reconstruction from Sparse Views	2021	Linyi Jin Shengyi Qian Andrew Owens David F. Fouhey
+	Planar Surface Reconstruction from Sparse Views.	2021	Linyi Jin Shengyi Qian Andrew Owens David F. Fouhey
+	Comparing Correspondences: Video Prediction with Correspondence-wise Losses	2021	Daniel Geng Andrew Owens
+	Structure from Silence: Learning Scene Structure from Ambient Sound	2021	Ziyang Chen Xixi Hu Andrew Owens
+	Planar Surface Reconstruction from Sparse Views	2021	Linyi Jin Shengyi Qian Andrew Owens David F. Fouhey
+	Self-Supervised Learning of Audio-Visual Objects from Video	2020	Triantafyllos Afouras Andrew Owens Joon Son Chung Andrew Zisserman
+ PDF Chat	CNN-Generated Images Are Surprisingly Easy to Spot… for Now	2020	Sheng-Yu Wang Oliver Wang Richard Zhang Andrew Owens Alexei A. Efros
+	Space-Time Correspondence as a Contrastive Random Walk	2020	Allan Jabri Andrew Owens Alexei A. Efros
+ PDF Chat	Self-supervised Learning of Audio-Visual Objects from Video	2020	Triantafyllos Afouras Andrew Owens Joon Son Chung Andrew Zisserman
+ PDF Chat	Detecting Photoshopped Faces by Scripting Photoshop	2019	Sheng-Yu Wang Oliver Wang Richard Zhang Andrew Owens Alexei A. Efros
+ PDF Chat	Learning Individual Styles of Conversational Gesture	2019	Shiry Ginosar Amir Bar Gefen Kohavi Caroline Chan Andrew Owens Jitendra Malik
+	Detecting Photoshopped Faces by Scripting Photoshop	2019	Sheng-Yu Wang Oliver Wang Andrew Owens Richard Zhang Alexei A. Efros
+	CNN-generated images are surprisingly easy to spot... for now	2019	Sheng-Yu Wang Oliver Wang Richard Zhang Andrew Owens Alexei A. Efros
+	MoSculp	2018	Xiuming Zhang Tali Dekel Tianfan Xue Andrew Owens Qiurui He Jiajun Wu Stefanie Mueller William T. Freeman
+ PDF Chat	Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning	2018	Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba
+ PDF Chat	More Than a Feeling: Learning to Grasp and Regrasp Using Vision and Touch	2018	Roberto Calandra Andrew Owens Dinesh Jayaraman Justin Lin Wenzhen Yuan Jitendra Malik Edward H. Adelson Sergey Levine
+	Fighting Fake News: Image Splice Detection via Learned Self-Consistency	2018	Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros
+	Audio-Visual Scene Analysis with Self-Supervised Multisensory Features	2018	Andrew Owens Alexei A. Efros
+ PDF Chat	Fighting Fake News: Image Splice Detection via Learned Self-Consistency	2018	Minyoung Huh Andy Liu Andrew Owens Alexei A. Efros
+ PDF Chat	Audio-Visual Scene Analysis with Self-Supervised Multisensory Features	2018	Andrew Owens Alexei A. Efros
+	Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning	2017	Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba
+ PDF Chat	Shape-independent hardness estimation using deep learning and a GelSight tactile sensor	2017	Wenzhen Yuan Chenzhuo Zhu Andrew Owens Mandayam A. Srinivasan Edward H. Adelson
+	The Feeling of Success: Does Touch Sensing Help Predict Grasp Outcomes?	2017	Roberto Calandra Andrew Owens Manu Upadhyaya Wenzhen Yuan Justin Lin Edward H. Adelson Sergey Levine
+	Ambient Sound Provides Supervision for Visual Learning	2016	Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba
+ PDF Chat	Visually Indicated Sounds	2016	Andrew Owens Phillip Isola Josh H. McDermott Antonio Torralba Edward H. Adelson William T. Freeman

Common Coauthors

Coauthor	Papers Together
Alexei A. Efros	11
Daniel Geng	6
William T. Freeman	5
Richard Zhang	4
Oliver Wang	4
Edward H. Adelson	4
Jiajun Wu	4
Josh H. McDermott	4
Antonio Torralba	4
Ziyang Chen	4
Yiming Dou	4
Sheng-Yu Wang	4
David F. Fouhey	4
Nima Fazeli	3
Wenzhen Yuan	3
Linyi Jin	3
Shengyi Qian	3
Samanta Rodriguez	3
Jitendra Malik	2
Triantafyllos Afouras	2
Miquel Oller	2
Tingle Li	2
Andrew Zisserman	2
Minyoung Huh	2
Inbum Park	2
Sergey Levine	2
Shiry Ginosar	2
Xixi Hu	2
Joon Son Chung	2
Roberto Calandra	2
Allan Jabri	2
Justin Lin	2
Andrew Liu	1
Andy Liu	1
Ziyao Zeng	1
Xixi Hu	1
Hang Zhao	1
Xiuming Zhang	1
Daniel Wang	1
Max Hamilton	1
Mandayam A. Srinivasan	1
Alex Wong	1
Yichen Liu	1
Alexander Richard	1
Fengyu Yang	1
Chao Feng	1
Sikai Li	1
Xien Chen	1
Manu Upadhyaya	1
Qiurui He	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	14
+ PDF Chat	Unsupervised Visual Representation Learning by Context Prediction	2015	Carl Doersch Abhinav Gupta Alexei A. Efros	9
+ PDF Chat	Visually Indicated Sounds	2016	Andrew Owens Phillip Isola Josh H. McDermott Antonio Torralba Edward H. Adelson William T. Freeman	7
+ PDF Chat	Audio-Visual Scene Analysis with Self-Supervised Multisensory Features	2018	Andrew Owens Alexei A. Efros	7
+ PDF Chat	Ambient Sound Provides Supervision for Visual Learning	2016	Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba	7
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba	7
+ PDF Chat	Learning to Localize Sound Source in Visual Scenes	2018	Arda Senocak Tae-Hyun Oh Junsik Kim Ming–Hsuan Yang In So Kweon	6
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	6
+ PDF Chat	Unsupervised Learning of Visual Representations Using Videos	2015	Xiaolong Wang Abhinav Gupta	6
+ PDF Chat	VoxCeleb2: Deep Speaker Recognition	2018	Joon Son Chung Arsha Nagrani Andrew Zisserman	6
+ PDF Chat	Momentum Contrast for Unsupervised Visual Representation Learning	2020	Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross Girshick	6
+ PDF Chat	Learning Image Representations Tied to Ego-Motion	2015	Dinesh Jayaraman Kristen Grauman	6
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	5
+ PDF Chat	Learning Rich Features for Image Manipulation Detection	2018	Peng Zhou Xintong Han Vlad I. Morariu Larry S. Davis	5
+ PDF Chat	Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input	2018	David Harwath Adrià Recasens Dídac Surís Galen Chuang Antonio Torralba James Glass	5
+ PDF Chat	Looking to listen at the cocktail party	2018	Ariel Ephrat Inbar Mosseri Oran Lang Tali Dekel Kevin Wilson Avinatan Hassidim William T. Freeman Michael Rubinstein	5
+ PDF Chat	Learning to Separate Object Sounds by Watching Unlabeled Video	2018	Ruohan Gao Rogério Feris Kristen Grauman	5
+	Learning visual groups from co-occurrences in space and time	2015	Phillip Isola Daniel Zoran Dilip Krishnan Edward H. Adelson	5
+ PDF Chat	Learning Correspondence From the Cycle-Consistency of Time	2019	Xiaolong Wang Allan Jabri Alexei A. Efros	5
+ PDF Chat	CNN architectures for large-scale audio classification	2017	Shawn Hershey Sourish Chaudhuri Daniel P. W. Ellis Jort F. Gemmeke Aren Jansen Robert C. Moore Manoj Plakal Devin Platt Rif A. Saurous Bryan Seybold	5
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+ PDF Chat	Aligned and non-aligned double JPEG detection using convolutional neural networks	2017	Mauro Barni Luca Bondi Nicolò Bonettini Paolo Bestagini A. Costanzo Marco Maggini Benedetta Tondi Stefano Tubaro	4
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+ PDF Chat	Designing deep networks for surface normal estimation	2015	Xiaolong Wang David F. Fouhey Abhinav Gupta	4
+ PDF Chat	PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume	2018	Deqing Sun Xiaodong Yang Ming-Yu Liu Jan Kautz	4
+ PDF Chat	The Conversation: Deep Audio-Visual Speech Enhancement	2018	Triantafyllos Afouras Joon Son Chung Andrew Zisserman	4
+ PDF Chat	Tracking Emerges by Colorizing Videos	2018	Carl Vondrick Abhinav Shrivastava Alireza Fathi Sergio Guadarrama Kevin Murphy	4
+ PDF Chat	Semantic Image Synthesis With Spatially-Adaptive Normalization	2019	Taesung Park Ming-Yu Liu Ting-Chun Wang Jun-Yan Zhu	4
+ PDF Chat	Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning	2018	Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba	4
+ PDF Chat	Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks	2017	Irene Amerini Tiberio Uricchio Lamberto Ballan Roberto Caldelli	4
+ PDF Chat	Two-Stream Neural Networks for Tampered Face Detection	2017	Peng Zhou Xintong Han Vlad I. Morariu Larry S. Davis	4
+ PDF Chat	DeMoN: Depth and Motion Network for Learning Monocular Stereo	2017	Benjamin Ummenhofer Huizhong Zhou Jonas Uhrig N. Michael Mayer Eddy Ilg Alexey Dosovitskiy Thomas Brox	4
+ PDF Chat	Telling Left From Right: Learning Spatial Correspondence of Sight and Sound	2020	Karren Yang Bryan Russell Justin Salamon	4
+ PDF Chat	A Style-Based Generator Architecture for Generative Adversarial Networks	2019	Tero Karras Samuli Laine Timo Aila	4
+ PDF Chat	Self-Supervised Moving Vehicle Tracking With Stereo Sound	2019	Chuang Gan Hang Zhao Peihao Chen David Cox Antonio Torralba	4
+ PDF Chat	Fighting Fake News: Image Splice Detection via Learned Self-Consistency	2018	Minyoung Huh Andy Liu Andrew Owens Alexei A. Efros	4
+ PDF Chat	Learning a Discriminative Model for the Perception of Realism in Composite Images	2015	Jun-Yan Zhu Philipp Krähenbühl Eli Shechtman Alexei A. Efros	4
+ PDF Chat	Perceptual Losses for Real-Time Style Transfer and Super-Resolution	2016	Justin Johnson Alexandre Alahi Li Fei-Fei	4
+ PDF Chat	Seeing Through Noise: Visually Driven Speaker Separation And Enhancement	2018	Aviv Gabbay Ariel Ephrat Tavi Halperin Bezalel Peleg	4
+ PDF Chat	Looking to listen at the cocktail party: a speaker-independent audio-visual model for speech separation	2018	Ariel Ephrat Inbar Mosseri Oran Lang Tali Dekel Kevin Wilson Avinatan Hassidim William T. Freeman Michael Rubinstein	4
+ PDF Chat	Audio-Visual Event Localization in Unconstrained Videos	2018	Yapeng Tian Jing Shi Bochen Li Zhiyao Duan Chenliang Xu	4
+ PDF Chat	Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture	2015	David Eigen Rob Fergus	3
+ PDF Chat	Learning a Predictable and Generative Vector Representation for Objects	2016	Rohit Girdhar David F. Fouhey Mikel Rodríguez Abhinav Gupta	3
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	3
+ PDF Chat	Photographic Image Synthesis with Cascaded Refinement Networks	2017	Qifeng Chen Vladlen Koltun	3
+ PDF Chat	Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset	2017	João Carreira Andrew Zisserman	3
+ PDF Chat	Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene	2018	Shubham Tulsiani Saurabh Gupta David F. Fouhey Alexei A. Efrosefros Jitendra Malik	3
+ PDF Chat	Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction	2017	Richard Zhang Phillip Isola Alexei A. Efros	3
+ PDF Chat	Non-local Neural Networks	2018	Xiaolong Wang Ross Girshick Abhinav Gupta Kaiming He	3
+ PDF Chat	Deep clustering: Discriminative embeddings for segmentation and separation	2016	John R. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe	3