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Towards General Purpose Vision Systems


Apr 01, 2021
Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem

* Project page: https://prior.allenai.org/projects/gpv 

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Learning Curves for Analysis of Deep Networks


Oct 21, 2020
Derek Hoiem, Tanmay Gupta, Zhizhong Li, Michal M. Shlapentokh-Rothman


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Contrastive Learning for Weakly Supervised Phrase Grounding


Jun 17, 2020
Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, Derek Hoiem


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Boundary Cues for 3D Object Shape Recovery


Dec 24, 2019
Kevin Karsch, Zicheng Liao, Jason Rock, Jonathan T. Barron, Derek Hoiem


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Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion


Dec 18, 2019
Hongxu Yin, Pavlo Molchanov, Zhizhong Li, Jose M. Alvarez, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz


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3D Manhattan Room Layout Reconstruction from a Single 360 Image


Oct 24, 2019
Chuhang Zou, Jheng-Wei Su, Chi-Han Peng, Alex Colburn, Qi Shan, Peter Wonka, Hung-Kuo Chu, Derek Hoiem


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ViCo: Word Embeddings from Visual Co-occurrences


Aug 22, 2019
Tanmay Gupta, Alexander Schwing, Derek Hoiem

* Accepted to ICCV 2019. Project Page: http://tanmaygupta.info/vico/ 

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Anchor Tasks: Inexpensive, Shared, and Aligned Tasks for Domain Adaptation


Aug 16, 2019
Zhizhong Li, Linjie Luo, Sergey Tulyakov, Qieyun Dai, Derek Hoiem


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Silhouette Guided Point Cloud Reconstruction beyond Occlusion


Jul 29, 2019
Chuhang Zou, Derek Hoiem


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No-Frills Human-Object Interaction Detection: Factorization, Appearance and Layout Encodings, and Training Techniques


Nov 14, 2018
Tanmay Gupta, Alexander Schwing, Derek Hoiem


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Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction


Jun 12, 2018
Daeyun Shin, Charless C. Fowlkes, Derek Hoiem

* CVPR 2018 

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Imagine This! Scripts to Compositions to Videos


Apr 10, 2018
Tanmay Gupta, Dustin Schwenk, Ali Farhadi, Derek Hoiem, Aniruddha Kembhavi

* Supplementary material included 

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$\mathcal{G}$-Distillation: Reducing Overconfident Errors on Novel Samples


Apr 09, 2018
Zhizhong Li, Derek Hoiem

* Paper under review as an anonymous submission 

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LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image


Mar 23, 2018
Chuhang Zou, Alex Colburn, Qi Shan, Derek Hoiem

* CVPR2018 

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Complete 3D Scene Parsing from Single RGBD Image


Oct 25, 2017
Chuhang Zou, Zhizhong Li, Derek Hoiem


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Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks


Oct 16, 2017
Tanmay Gupta, Kevin Shih, Saurabh Singh, Derek Hoiem

* Accepted in ICCV 2017. The arxiv version has an extra analysis on correlation with human attention 

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Predicting Complete 3D Models of Indoor Scenes


Aug 18, 2017
Ruiqi Guo, Chuhang Zou, Derek Hoiem


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ChromaTag: A Colored Marker and Fast Detection Algorithm


Aug 09, 2017
Joseph DeGol, Timothy Bretl, Derek Hoiem

* International Conference on Computer Vision (ICCV '17) 

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3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks


Aug 04, 2017
Chuhang Zou, Ersin Yumer, Jimei Yang, Duygu Ceylan, Derek Hoiem

* ICCV 2017 

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Learning without Forgetting


Feb 14, 2017
Zhizhong Li, Derek Hoiem

* Conference version appears in ECCV 2016; updated with journal version 

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3DFS: Deformable Dense Depth Fusion and Segmentation for Object Reconstruction from a Handheld Camera


Jul 27, 2016
Tanmay Gupta, Daeyun Shin, Naren Sivagnanadasan, Derek Hoiem


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Geometry-Informed Material Recognition


Jul 18, 2016
Joseph DeGol, Mani Golparvar-Fard, Derek Hoiem

* IEEE Conference on Computer Vision and Pattern Recognition 2016 (CVPR '16) 

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Swapout: Learning an ensemble of deep architectures


May 20, 2016
Saurabh Singh, Derek Hoiem, David Forsyth

* Submitted to NIPS 2016 

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Where To Look: Focus Regions for Visual Question Answering


Jan 10, 2016
Kevin J. Shih, Saurabh Singh, Derek Hoiem

* Submitted to CVPR2016 

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Part Localization using Multi-Proposal Consensus for Fine-Grained Categorization


Jul 22, 2015
Kevin J. Shih, Arun Mallya, Saurabh Singh, Derek Hoiem

* BMVC 2015 

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