| 2025 | CVPR | RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations. | Savya Khosla, Sethuraman TV, Alexander G. Schwing, Derek Hoiem |
| 2025 | EMNLP | Visual Program Distillation with Template-Based Augmentation. | Michal Shlapentokh-Rothman, Yu-Xiong Wang, Derek Hoiem |
| 2024 | CVPR | Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action. | Jiasen Lu, Christopher Clark, Sangho Lee, Zichen Zhang, Savya Khosla, Ryan Marten, Derek Hoiem, Aniruddha Kembhavi |
| 2024 | CVPR | Region-Based Representations Revisited. | Michal Shlapentokh-Rothman, Ansel Blume, Yao Xiao, Yuqun Wu, Sethuraman TV, Heyi Tao, Jae Yong Lee, Wilfredo Torres, Yu-Xiong Wang, Derek Hoiem |
| 2024 | ECCV | Anytime Continual Learning for Open Vocabulary Classification. | Zhen Zhu, Yiming Gong, Derek Hoiem |
| 2024 | NAACL | WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration. | Heyi Tao, Sethuraman TV, Michal Shlapentokh-Rothman, Tanmay Gupta, Heng Ji, Derek Hoiem |
| 2024 | WACV | Consistent Multimodal Generation via A Unified GAN Framework. | Zhen Zhu, Yijun Li, Weijie Lyu, Krishna Kumar Singh, Zhixin Shu, Sren Pirk, Derek Hoiem |
| 2023 | EMNLP | ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. | Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji |
| 2022 | CVPR | Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture. | Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem |
| 2022 | ECCV | Webly Supervised Concept Expansion for General Purpose Vision Models. | Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi |
| 2021 | ICCV | PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility. | Jae Yong Lee, Joseph DeGol, Chuhang Zou, Derek Hoiem |
| 2021 | ICML | Learning Curves for Analysis of Deep Networks. | Derek Hoiem, Tanmay Gupta, Zhizhong Li, Michal Shlapentokh-Rothman |
| 2021 | WACV | Task-Assisted Domain Adaptation with Anchor Tasks. | Zhizhong Li, Linjie Luo, Sergey Tulyakov, Qieyun Dai, Derek Hoiem |
| 2020 | CVPR | Improving Confidence Estimates for Unfamiliar Examples. | Zhizhong Li, Derek Hoiem |
| 2020 | CVPR | Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion. | Hongxu Yin, Pavlo Molchanov, Jos M. lvarez, Zhizhong Li, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz |
| 2020 | ECCV | Contrastive Learning for Weakly Supervised Phrase Grounding. | Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, Derek Hoiem |
| 2020 | WACV | Silhouette Guided Point Cloud Reconstruction beyond Occlusion. | Chuhang Zou, Derek Hoiem |
| 2019 | ICCV | ViCo: Word Embeddings From Visual Co-Occurrences. | Tanmay Gupta, Alexander G. Schwing, Derek Hoiem |
| 2019 | ICCV | No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques. | Tanmay Gupta, Alexander G. Schwing, Derek Hoiem |
| 2018 | CVPR | Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction. | Daeyun Shin, Charless C. Fowlkes, Derek Hoiem |
| 2018 | CVPR | LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image. | Chuhang Zou, Alex Colburn, Qi Shan, Derek Hoiem |
| 2018 | ECCV | Improved Structure from Motion Using Fiducial Marker Matching. | Joseph DeGol, Timothy Bretl, Derek Hoiem |
| 2018 | ECCV | Imagine This! Scripts to Compositions to Videos. | Tanmay Gupta, Dustin Schwenk, Ali Farhadi, Derek Hoiem, Aniruddha Kembhavi |
| 2017 | ICCV | ChromaTag: A Colored Marker and Fast Detection Algorithm. | Joseph DeGol, Timothy Bretl, Derek Hoiem |
| 2017 | ICCV | Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. | Tanmay Gupta, Kevin J. Shih, Saurabh Singh, Derek Hoiem |
| 2017 | ICCV | 3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks. | Chuhang Zou, Ersin Yumer, Jimei Yang, Duygu Ceylan, Derek Hoiem |
| 2016 | CVPR | Geometry-Informed Material Recognition. | Joseph DeGol, Mani Golparvar Fard, Derek Hoiem |
| 2016 | CVPR | Where to Look: Focus Regions for Visual Question Answering. | Kevin J. Shih, Saurabh Singh, Derek Hoiem |
| 2016 | CVPR | Learning to Localize Little Landmarks. | Saurabh Singh, Derek Hoiem, David A. Forsyth |
| 2016 | ECCV | Learning Without Forgetting. | Zhizhong Li, Derek Hoiem |
| 2015 | BMVC | Part Localization using Multi-Proposal Consensus for Fine-Grained Categorization. | Kevin J. Shih, Arun Mallya, Saurabh Singh, Derek Hoiem |
| 2015 | CVPR | Completing 3D object shape from one depth image. | Jason Rock, Tanmay Gupta, Justin Thorsen, JunYoung Gwak, Daeyun Shin, Derek Hoiem |
| 2015 | CVPR | Learning a sequential search for landmarks. | Saurabh Singh, Derek Hoiem, David A. Forsyth |
| 2015 | WACV | Family Member Identification from Photo Collections. | Qieyun Dai, Peter Carr, Leonid Sigal, Derek Hoiem |
| 2013 | CVPR | Learning Collections of Part Models for Object Recognition. | Ian Endres, Kevin J. Shih, Johnston Jiaa, Derek Hoiem |
| 2013 | CVPR | Boundary Cues for 3D Object Shape Recovery. | Kevin Karsch, Zicheng Liao, Jason Rock, Jonathan T. Barron, Derek Hoiem |
| 2013 | ICCV | Support Surface Prediction in Indoor Scenes. | Ruiqi Guo, Derek Hoiem |
| 2012 | CVPR | Learning to localize detected objects. | Qieyun Dai, Derek Hoiem |
| 2012 | CVPR | A data driven method for feature transformation. | Mert Dikmen, Derek Hoiem, Thomas S. Huang |
| 2012 | CVPR | Learning shared body plans. | Ian Endres, Vivek Srikumar, Ming-Wei Chang, Derek Hoiem |
| 2012 | CVPR | Recovering free space of indoor scenes from a single image. | Varsha Hedau, Derek Hoiem, David A. Forsyth |
| 2012 | ECCV | Beyond the Line of Sight: Labeling the Underlying Surfaces. | Ruiqi Guo, Derek Hoiem |
| 2012 | ECCV | Diagnosing Error in Object Detectors. | Derek Hoiem, Yodsawalai Chodpathumwan, Qieyun Dai |
| 2012 | ECCV | Indoor Segmentation and Support Inference from RGBD Images. | Nathan Silberman, Derek Hoiem, Pushmeet Kohli, Rob Fergus |
| 2011 | CVPR | Single-image shadow detection and removal using paired regions. | Ruiqi Guo, Qieyun Dai, Derek Hoiem |
| 2010 | CVPR | The benefits and challenges of collecting richer object annotations. | Ian Endres, Ali Farhadi, Derek Hoiem, David A. Forsyth |
| 2010 | CVPR | Attribute-centric recognition for cross-category generalization. | Ali Farhadi, Ian Endres, Derek Hoiem |
| 2010 | CVPR | Comparative object similarity for improved recognition with few or no examples. | Gang Wang, David A. Forsyth, Derek Hoiem |
| 2010 | ECCV | Category Independent Object Proposals. | Ian Endres, Derek Hoiem |
| 2010 | ECCV | Thinking Inside the Box: Using Appearance Models and Context Based on Room Geometry. | Varsha Hedau, Derek Hoiem, David A. Forsyth |
| 2009 | CVPR | An empirical study of context in object detection. | Santosh Kumar Divvala, Derek Hoiem, James Hays, Alexei A. Efros, Martial Hebert |
| 2009 | CVPR | Describing objects by their attributes. | Ali Farhadi, Ian Endres, Derek Hoiem, David A. Forsyth |
| 2009 | CVPR | Building text features for object image classification. | Gang Wang, Derek Hoiem, David A. Forsyth |
| 2009 | ICCV | Recovering the spatial layout of cluttered rooms. | Varsha Hedau, Derek Hoiem, David A. Forsyth |
| 2009 | ICCV | Learning image similarity from Flickr groups using Stochastic Intersection Kernel MAchines. | Gang Wang, Derek Hoiem, David A. Forsyth |
| 2008 | CVPR | Closing the loop in scene interpretation. | Derek Hoiem, Alexei A. Efros, Martial Hebert |
| 2008 | ECCV | Learning CRFs Using Graph Cuts. | Martin Szummer, Pushmeet Kohli, Derek Hoiem |
| 2007 | CVPR | 3D LayoutCRF for Multi-View Object Class Recognition and Segmentation. | Derek Hoiem, Carsten Rother, John M. Winn |
| 2007 | ICCV | Recovering Occlusion Boundaries from a Single Image. | Derek Hoiem, Andrew N. Stein, Alexei A. Efros, Martial Hebert |
| 2007 | ICCV | Learning to Find Object Boundaries Using Motion Cues. | Andrew N. Stein, Derek Hoiem, Martial Hebert |
| 2006 | CVPR | Putting Objects in Perspective. | Derek Hoiem, Alexei A. Efros, Martial Hebert |
| 2006 | CVPR | Semantic Learning for Audio Applications: A Computer Vision Approach. | Rahul Sukthankar, Yan Ke, Derek Hoiem |
| 2006 | IROS | Opportunistic Use of Vision to Push Back the Path-Planning Horizon. | Bart C. Nabbe, Derek Hoiem, Alexei A. Efros, Martial Hebert |
| 2005 | CVPR | Computer Vision for Music Identification. | Yan Ke, Derek Hoiem, Rahul Sukthankar |
| 2005 | CVPR | Computer Vision for Music Identification: Video Demonstration. | Yan Ke, Derek Hoiem, Rahul Sukthankar |
| 2005 | ICASSP | SOLAR: sound object localization and retrieval in complex audio environments. | Derek Hoiem, Yan Ke, Rahul Sukthankar |
| 2005 | ICCV | Geometric Context from a Single Image. | Derek Hoiem, Alexei A. Efros, Martial Hebert |
| 2004 | CVPR | Object-Based Image Retrieval Using the Statistical Structure of Images. | Derek Hoiem, Rahul Sukthankar, Henry Schneiderman, Larry Huston |
| 2004 | ICIG | SnapFind: brute force interactive image retrieval. | Larry Huston, Rahul Sukthankar, Derek Hoiem, Jiaying Zhang |