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PVA: Pixel-aligned Volumetric Avatars

Jan 07, 2021
Amit Raj, Michael Zollhoefer, Tomas Simon, Jason Saragih, Shunsuke Saito, James Hays, Stephen Lombardi

* Project page located at 

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ANR: Articulated Neural Rendering for Virtual Avatars

Dec 23, 2020
Amit Raj, Julian Tanke, James Hays, Minh Vo, Carsten Stoll, Christoph Lassner

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Scene Flow from Point Clouds with or without Learning

Oct 31, 2020
Jhony Kaesemodel Pontes, James Hays, Simon Lucey

* International Conference on 3D Vision (3DV 2020) 

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TIDE: A General Toolbox for Identifying Object Detection Errors

Aug 31, 2020
Daniel Bolya, Sean Foley, James Hays, Judy Hoffman

* Updated LVIS results with the v1.0.1 error calculation 

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3D for Free: Crossmodal Transfer Learning using HD Maps

Aug 24, 2020
Benjamin Wilson, Zsolt Kira, James Hays

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ContactPose: A Dataset of Grasps with Object Contact and Hand Pose

Jul 19, 2020
Samarth Brahmbhatt, Chengcheng Tang, Christopher D. Twigg, Charles C. Kemp, James Hays

* The European Conference on Computer Vision (ECCV) 2020 

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Argoverse: 3D Tracking and Forecasting with Rich Maps

Nov 06, 2019
Ming-Fang Chang, John Lambert, Patsorn Sangkloy, Jagjeet Singh, Slawomir Bak, Andrew Hartnett, De Wang, Peter Carr, Simon Lucey, Deva Ramanan, James Hays

* CVPR 2019 

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Towards Markerless Grasp Capture

Jul 17, 2019
Samarth Brahmbhatt, Charles C. Kemp, James Hays

* Third Workshop on Computer Vision for AR/VR, CVPR 2019 

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Kernel Mean Matching for Content Addressability of GANs

May 14, 2019
Wittawat Jitkrittum, Patsorn Sangkloy, Muhammad Waleed Gondal, Amit Raj, James Hays, Bernhard Schölkopf

* Wittawat Jitkrittum and Patsorn Sangkloy contributed equally to this work 

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ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging

Apr 15, 2019
Samarth Brahmbhatt, Cusuh Ham, Charles C. Kemp, James Hays

* CVPR 2019 Oral 

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ContactGrasp: Functional Multi-finger Grasp Synthesis from Contact

Apr 09, 2019
Samarth Brahmbhatt, Ankur Handa, James Hays, Dieter Fox

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Let's Transfer Transformations of Shared Semantic Representations

Mar 02, 2019
Nam Vo, Lu Jiang, James Hays

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Composing Text and Image for Image Retrieval - An Empirical Odyssey

Dec 18, 2018
Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays

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Informative Features for Model Comparison

Oct 27, 2018
Wittawat Jitkrittum, Heishiro Kanagawa, Patsorn Sangkloy, James Hays, Bernhard Schölkopf, Arthur Gretton

* Accepted to NIPS 2018 

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TextureGAN: Controlling Deep Image Synthesis with Texture Patches

Apr 14, 2018
Wenqi Xian, Patsorn Sangkloy, Varun Agrawal, Amit Raj, Jingwan Lu, Chen Fang, Fisher Yu, James Hays

* CVPR 2018 spotlight 

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SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis

Apr 12, 2018
Wengling Chen, James Hays

* Accepted to CVPR 2018 

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Geometry-Aware Learning of Maps for Camera Localization

Apr 02, 2018
Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz

* CVPR 2018 camera ready paper + supplementary material 

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Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?

Mar 08, 2018
Nam Vo, James Hays

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Let's Dance: Learning From Online Dance Videos

Jan 23, 2018
Daniel Castro, Steven Hickson, Patsorn Sangkloy, Bhavishya Mittal, Sean Dai, James Hays, Irfan Essa

* first submitted November 2016 

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On Convergence and Stability of GANs

Dec 10, 2017
Naveen Kodali, Jacob Abernethy, James Hays, Zsolt Kira

* Analysis of convergence and mode collapse by studying GAN training process as regret minimization. Some new results 

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DeepNav: Learning to Navigate Large Cities

May 20, 2017
Samarth Brahmbhatt, James Hays

* CVPR 2017 camera ready version 

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Revisiting IM2GPS in the Deep Learning Era

May 13, 2017
Nam Vo, Nathan Jacobs, James Hays

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Localizing and Orienting Street Views Using Overhead Imagery

Mar 22, 2017
Nam Vo, James Hays

* ECCV 2016 

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StuffNet: Using 'Stuff' to Improve Object Detection

Jan 30, 2017
Samarth Brahmbhatt, Henrik I. Christensen, James Hays

* Camera-ready version for IEEE WACV 2017 

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Super-resolution Using Constrained Deep Texture Synthesis

Jan 26, 2017
Libin Sun, James Hays

* 13 pages, 11 figures 

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Complex Event Recognition from Images with Few Training Examples

Jan 17, 2017
Unaiza Ahsan, Chen Sun, James Hays, Irfan Essa

* Accepted to Winter Applications of Computer Vision (WACV'17) 

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Scribbler: Controlling Deep Image Synthesis with Sketch and Color

Dec 05, 2016
Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, James Hays

* 13 pages, 14 figures 

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Lens Factory: Automatic Lens Generation Using Off-the-shelf Components

Jul 16, 2015
Libin Sun, Brian Guenter, Neel Joshi, Patrick Therien, James Hays

* 12 pages, 18 figures 

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Microsoft COCO: Common Objects in Context

Feb 21, 2015
Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, Piotr Dollár

* 1) updated annotation pipeline description and figures; 2) added new section describing datasets splits; 3) updated author list 

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