Designing and using integrated data collection and analysis tools: challenges and considerations. - Derek Hoiem; Kent D. Sullivan (Behav. Inf. Technol., 1994)

Object-Based Image Retrieval Using the Statistical Structure of Images. - Derek Hoiem; Rahul Sukthankar; Henry Schneiderman; Larry Huston (CVPR (2), 2004)

SnapFind: brute force interactive image retrieval. - Larry Huston; Rahul Sukthankar; Derek Hoiem; Jiaying Zhang (ICIG, 2004)

Computer Vision for Music Identification. - Yan Ke; Derek Hoiem; Rahul Sukthankar (CVPR (1), 2005)

Computer Vision for Music Identification: Video Demonstration. - Yan Ke; Derek Hoiem; Rahul Sukthankar (CVPR (2), 2005)

SOLAR: sound object localization and retrieval in complex audio environments. - Derek Hoiem; Yan Ke; Rahul Sukthankar (ICASSP (5), 2005)

Geometric Context from a Single Image. - Derek Hoiem; Alexei A. Efros; Martial Hebert (ICCV, 2005)

Automatic photo pop-up. - Derek Hoiem; Alexei A. Efros; Martial Hebert (ACM Trans. Graph., 2005)

Semantic Learning for Audio Applications: A Computer Vision Approach. - Rahul Sukthankar; Yan Ke; Derek Hoiem (CVPR Workshops, 2006)

Opportunistic Use of Vision to Push Back the Path-Planning Horizon. - Bart C. Nabbe; Derek Hoiem; Alexei A. Efros; Martial Hebert (IROS, 2006)

3D LayoutCRF for Multi-View Object Class Recognition and Segmentation. - Derek Hoiem; Carsten Rother; John M. Winn (CVPR, 2007)

Recovering Occlusion Boundaries from a Single Image. - Derek Hoiem; Andrew N. Stein; Alexei A. Efros; Martial Hebert (ICCV, 2007)

Learning to Find Object Boundaries Using Motion Cues. - Andrew N. Stein; Derek Hoiem; Martial Hebert (ICCV, 2007)

Recovering Surface Layout from an Image. - Derek Hoiem; Alexei A. Efros; Martial Hebert (Int. J. Comput. Vis., 2007)

Photo clip art. - Jean-François Lalonde; Derek Hoiem; Alexei A. Efros; Carsten Rother; John M. Winn; Antonio Criminisi (ACM Trans. Graph., 2007)

Closing the loop in scene interpretation. - Derek Hoiem; Alexei A. Efros; Martial Hebert (CVPR, 2008)

Learning CRFs Using Graph Cuts. - Martin Szummer; Pushmeet Kohli; Derek Hoiem (ECCV (2), 2008)

Putting Objects in Perspective. - Derek Hoiem; Alexei A. Efros; Martial Hebert (Int. J. Comput. Vis., 2008)

An empirical study of context in object detection. - Santosh Kumar Divvala; Derek Hoiem; James Hays; Alexei A. Efros; Martial Hebert (CVPR, 2009)

Describing objects by their attributes. - Ali Farhadi; Ian Endres; Derek Hoiem; David A. Forsyth (CVPR, 2009)

Building text features for object image classification. - Gang Wang 012; Derek Hoiem; David A. Forsyth (CVPR, 2009)

Recovering the spatial layout of cluttered rooms. - Varsha Hedau; Derek Hoiem; David A. Forsyth (ICCV, 2009)

Learning image similarity from Flickr groups using Stochastic Intersection Kernel MAchines. - Gang Wang 012; Derek Hoiem; David A. Forsyth (ICCV, 2009)

The benefits and challenges of collecting richer object annotations. - Ian Endres; Ali Farhadi; Derek Hoiem; David A. Forsyth (CVPR Workshops, 2010)

Attribute-centric recognition for cross-category generalization. - Ali Farhadi; Ian Endres; Derek Hoiem (CVPR, 2010)

Comparative object similarity for improved recognition with few or no examples. - Gang Wang 012; David A. Forsyth; Derek Hoiem (CVPR, 2010)

Category Independent Object Proposals. - Ian Endres; Derek Hoiem (ECCV (5), 2010)

Thinking Inside the Box: Using Appearance Models and Context Based on Room Geometry. - Varsha Hedau; Derek Hoiem; David A. Forsyth (ECCV (6), 2010)

It's All About the Data. - Tamara L. Berg; Alexander Sorokin; Gang Wang 012; David A. Forsyth; Derek Hoiem; Ian Endres; Ali Farhadi (Proc. IEEE, 2010)

Single-image shadow detection and removal using paired regions. - Ruiqi Guo; Qieyun Dai; Derek Hoiem (CVPR, 2011)

Recovering Occlusion Boundaries from an Image. - Derek Hoiem; Alexei A. Efros; Martial Hebert (Int. J. Comput. Vis., 2011)

Rendering synthetic objects into legacy photographs. - Kevin Karsch; Varsha Hedau; David A. Forsyth; Derek Hoiem (ACM Trans. Graph., 2011)

Representations and Techniques for 3D Object Recognition and Scene Interpretation - Derek Hoiem; Silvio Savarese (Morgan & Claypool Publishers, 2011)

Learning to localize detected objects. - Qieyun Dai; Derek Hoiem (CVPR, 2012)

A data driven method for feature transformation. - Mert Dikmen; Derek Hoiem; Thomas S. Huang (CVPR, 2012)

Learning shared body plans. - Ian Endres; Vivek Srikumar; Ming-Wei Chang; Derek Hoiem (CVPR, 2012)

Recovering free space of indoor scenes from a single image. - Varsha Hedau; Derek Hoiem; David A. Forsyth (CVPR, 2012)

Beyond the Line of Sight: Labeling the Underlying Surfaces. - Ruiqi Guo; Derek Hoiem (ECCV (5), 2012)

Diagnosing Error in Object Detectors. - Derek Hoiem; Yodsawalai Chodpathumwan; Qieyun Dai (ECCV (3), 2012)

Indoor Segmentation and Support Inference from RGBD Images. - Nathan Silberman; Derek Hoiem; Pushmeet Kohli; Rob Fergus (ECCV (5), 2012)

Learning Image Similarity from Flickr Groups Using Fast Kernel Machines. - Gang Wang 012; Derek Hoiem; David A. Forsyth (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Learning Collections of Part Models for Object Recognition. - Ian Endres; Kevin J. Shih; Johnston Jiaa; Derek Hoiem (CVPR, 2013)

Boundary Cues for 3D Object Shape Recovery. - Kevin Karsch; Zicheng Liao; Jason Rock; Jonathan T. Barron; Derek Hoiem (CVPR, 2013)

Support Surface Prediction in Indoor Scenes. - Ruiqi Guo; Derek Hoiem (ICCV, 2013)

Paired Regions for Shadow Detection and Removal. - Ruiqi Guo; Qieyun Dai; Derek Hoiem (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Improved Object Categorization and Detection Using Comparative Object Similarity. - Gang Wang 012; David A. Forsyth; Derek Hoiem (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Category-Independent Object Proposals with Diverse Ranking. - Ian Endres; Derek Hoiem (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Part Localization using Multi-Proposal Consensus for Fine-Grained Categorization. - Kevin J. Shih; Arun Mallya; Saurabh Singh 005; Derek Hoiem (BMVC, 2015)

Completing 3D object shape from one depth image. - Jason Rock; Tanmay Gupta; Justin Thorsen; JunYoung Gwak; Daeyun Shin; Derek Hoiem (CVPR, 2015)

Learning a sequential search for landmarks. - Saurabh Singh 005; Derek Hoiem; David A. Forsyth (CVPR, 2015)

Family Member Identification from Photo Collections. - Qieyun Dai; Peter Carr 001; Leonid Sigal; Derek Hoiem (WACV, 2015)

Predicting Complete 3D Models of Indoor Scenes. - Ruiqi Guo; Chuhang Zou; Derek Hoiem (CoRR, 2015)

Labeling Complete Surfaces in Scene Understanding. - Ruiqi Guo; Derek Hoiem (Int. J. Comput. Vis., 2015)

Guest Editorial: Scene Understanding. - Derek Hoiem; James Hays; Jianxiong Xiao; Aditya Khosla (Int. J. Comput. Vis., 2015)

Learning Discriminative Collections of Part Detectors for Object Recognition. - Kevin J. Shih; Ian Endres; Derek Hoiem (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Geometry-Informed Material Recognition. - Joseph DeGol; Mani Golparvar Fard; Derek Hoiem (CVPR, 2016)

Where to Look: Focus Regions for Visual Question Answering. - Kevin J. Shih; Saurabh Singh 005; Derek Hoiem (CVPR, 2016)

Learning to Localize Little Landmarks. - Saurabh Singh 005; Derek Hoiem; David A. Forsyth (CVPR, 2016)

Swapout: Learning an ensemble of deep architectures. - Saurabh Singh 005; Derek Hoiem; David A. Forsyth (NIPS, 2016)

3DFS: Deformable Dense Depth Fusion and Segmentation for Object Reconstruction from a Handheld Camera. - Tanmay Gupta; Daeyun Shin; Naren Sivagnanadasan; Derek Hoiem (CoRR, 2016)

ChromaTag: A Colored Marker and Fast Detection Algorithm. - Joseph DeGol; Timothy Bretl; Derek Hoiem (ICCV, 2017)

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. - Tanmay Gupta; Kevin J. Shih; Saurabh Singh 005; Derek Hoiem (ICCV, 2017)

3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks. - Chuhang Zou; Ersin Yumer; Jimei Yang; Duygu Ceylan; Derek Hoiem (ICCV, 2017)

Complete 3D Scene Parsing from Single RGBD Image. - Chuhang Zou; Zhizhong Li 001; Derek Hoiem (CoRR, 2017)

FEATS: Synthetic Feature Tracks for Structure from Motion Evaluation. - Joseph DeGol; Jae Yong Lee 006; Rajbir Kataria; Daniel Yuan; Timothy Bretl; Derek Hoiem (3DV, 2018)

Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction. - Daeyun Shin; Charless C. Fowlkes; Derek Hoiem (CVPR, 2018)

LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image. - Chuhang Zou; Alex Colburn; Qi Shan; Derek Hoiem (CVPR, 2018)

Improved Structure from Motion Using Fiducial Marker Matching. - Joseph DeGol; Timothy Bretl; Derek Hoiem (ECCV (3), 2018)

Imagine This! Scripts to Compositions to Videos. - Tanmay Gupta; Dustin Schwenk; Ali Farhadi; Derek Hoiem; Aniruddha Kembhavi (ECCV (8), 2018)

G-Distillation: Reducing Overconfident Errors on Novel Samples. - Zhizhong Li 001; Derek Hoiem (CoRR, 2018)

No-Frills Human-Object Interaction Detection: Factorization, Appearance and Layout Encodings, and Training Techniques. - Tanmay Gupta; Alexander G. Schwing; Derek Hoiem (CoRR, 2018)

Learning without Forgetting. - Zhizhong Li 001; Derek Hoiem (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

ViCo: Word Embeddings From Visual Co-Occurrences. - Tanmay Gupta; Alexander G. Schwing; Derek Hoiem (ICCV, 2019)

No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques. - Tanmay Gupta; Alexander G. Schwing; Derek Hoiem (ICCV, 2019)

Anchor Tasks: Inexpensive, Shared, and Aligned Tasks for Domain Adaptation. - Zhizhong Li 001; Linjie Luo; Sergey Tulyakov; Qieyun Dai; Derek Hoiem (CoRR, 2019)

3D Manhattan Room Layout Reconstruction from a Single 360 Image. - Chuhang Zou; Jheng-Wei Su; Chi-Han Peng; Alex Colburn; Qi Shan; Peter Wonka; Hung-Kuo Chu; Derek Hoiem (CoRR, 2019)

Complete 3D Scene Parsing from an RGBD Image. - Chuhang Zou; Ruiqi Guo; Zhizhong Li 001; Derek Hoiem (Int. J. Comput. Vis., 2019)

Improving Structure from Motion with Reliable Resectioning. - Rajbir Kataria; Joseph DeGol; Derek Hoiem (3DV, 2020)

Improving Confidence Estimates for Unfamiliar Examples. - Zhizhong Li 001; Derek Hoiem (CVPR, 2020)

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion. - Hongxu Yin; Pavlo Molchanov 001; José M. Álvarez 004; Zhizhong Li 001; Arun Mallya; Derek Hoiem; Niraj K. Jha; Jan Kautz (CVPR, 2020)

Contrastive Learning for Weakly Supervised Phrase Grounding. - Tanmay Gupta; Arash Vahdat; Gal Chechik; Xiaodong Yang 001; Jan Kautz; Derek Hoiem (ECCV (3), 2020)

Silhouette Guided Point Cloud Reconstruction beyond Occlusion. - Chuhang Zou; Derek Hoiem (WACV, 2020)

PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility. - Jae Yong Lee 006; Joseph DeGol; Chuhang Zou; Derek Hoiem (ICCV, 2021)

Learning Curves for Analysis of Deep Networks. - Derek Hoiem; Tanmay Gupta; Zhizhong Li 001; Michal Shlapentokh-Rothman (ICML, 2021)

Task-Assisted Domain Adaptation with Anchor Tasks. - Zhizhong Li 001; Linjie Luo; Sergey Tulyakov; Qieyun Dai; Derek Hoiem (WACV, 2021)

Towards General Purpose Vision Systems. - Tanmay Gupta; Amita Kamath; Aniruddha Kembhavi; Derek Hoiem (CoRR, 2021)

Manhattan Room Layout Reconstruction from a Single $360^{ circ }$ Image: A Comparative Study of State-of-the-Art Methods. - Chuhang Zou; Jheng-Wei Su; Chi-Han Peng; Alex Colburn; Qi Shan; Peter Wonka; Hung-Kuo Chu; Derek Hoiem (Int. J. Comput. Vis., 2021)

Editorial: Introduction to the Special Section on CVPR2019 Best Papers. - Gang Hua 001; Derek Hoiem; Abhinav Gupta 001; Zhuowen Tu (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture. - Tanmay Gupta; Amita Kamath; Aniruddha Kembhavi; Derek Hoiem (CVPR, 2022)

Webly Supervised Concept Expansion for General Purpose Vision Models. - Amita Kamath; Christopher Clark; Tanmay Gupta; Eric Kolve; Derek Hoiem; Aniruddha Kembhavi (ECCV (36), 2022)

Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. - Zhenhailong Wang; Manling Li; Ruochen Xu; Luowei Zhou; Jie Lei 003; Xudong Lin 003; Shuohang Wang; Ziyi Yang; Chenguang Zhu 001; Derek Hoiem; Shih-Fu Chang; Mohit Bansal; et al. (NeurIPS, 2022)

GRIT: General Robust Image Task Benchmark. - Tanmay Gupta; Ryan Marten; Aniruddha Kembhavi; Derek Hoiem (CoRR, 2022)

Deep PatchMatch MVS with Learned Patch Coplanarity, Geometric Consistency and Adaptive Pixel Sampling. - Jae Yong Lee 006; Chuhang Zou; Derek Hoiem (CoRR, 2022)

QFF: Quantized Fourier Features for Neural Field Representations. - Jae Yong Lee 006; Yuqun Wu; Chuhang Zou; Shenlong Wang; Derek Hoiem (CoRR, 2022)

Sparse SPN: Depth Completion from Sparse Keypoints. - Yuqun Wu; Jae Yong Lee 006; Derek Hoiem (CoRR, 2022)

ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. - Yangyi Chen; Xingyao Wang 002; Manling Li; Derek Hoiem; Heng Ji 001 (EMNLP, 2023)

StyleGAN knows Normal, Depth, Albedo, and More. - Anand Bhattad; Daniel McKee; Derek Hoiem; David A. Forsyth (NeurIPS, 2023)

Make It So: Steering StyleGAN for Any Image Inversion and Editing. - Anand Bhattad; Viraj Shah; Derek Hoiem; David A. Forsyth (CoRR, 2023)

WebWISE: Web Interface Control and Sequential Exploration with Large Language Models. - Heyi Tao; Sethuraman TV; Michal Shlapentokh-Rothman; Derek Hoiem (CoRR, 2023)

Addressing Low-Shot MVS by Detecting and Completing Planar Surfaces. - Rajbir Kataria; Zhizhong Li 001; Joseph DeGol; Derek Hoiem (3DV, 2024)

Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action. - Jiasen Lu; Christopher Clark; Sangho Lee 008; Zichen Zhang 016; Savya Khosla; Ryan Marten; Derek Hoiem; Aniruddha Kembhavi (CVPR, 2024)

Region-Based Representations Revisited. - Michal Shlapentokh-Rothman; Ansel Blume; Yao Xiao; Yuqun Wu; Sethuraman TV; Heyi Tao; Jae Yong Lee 006; Wilfredo Torres; Yu-Xiong Wang; Derek Hoiem (CVPR, 2024)

Anytime Continual Learning for Open Vocabulary Classification. - Zhen Zhu 006; Yiming Gong; Derek Hoiem (ECCV (6), 2024)

MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System. - Ansel Blume; Khanh Duy Nguyen; Zhenhailong Wang; Yangyi Chen; Michal Shlapentokh-Rothman; Xiaomeng Jin; Jeonghwan Kim; Zhen Zhu 006; Jiateng Liu; Kuan-Hao Huang; Mankeerat Sidhu; Xuanming Zhang; et al. (ACM Multimedia, 2024)

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration. - Heyi Tao; Sethuraman TV; Michal Shlapentokh-Rothman; Tanmay Gupta; Heng Ji 001; Derek Hoiem (NAACL-HLT (Findings), 2024)

Consistent Multimodal Generation via A Unified GAN Framework. - Zhen Zhu 006; Yijun Li 001; Weijie Lyu; Krishna Kumar Singh; Zhixin Shu; Sören Pirk; Derek Hoiem (WACV, 2024)

Can We Generate Visual Programs Without Prompting LLMs? - Michal Shlapentokh-Rothman; Yu-Xiong Wang; Derek Hoiem (CoRR, 2024)

Continual Learning in Open-vocabulary Classification with Complementary Memory Systems. - Zhen Zhu 006; Weijie Lyu; Yao Xiao; Derek Hoiem (Trans. Mach. Learn. Res., 2024)

Plenoptic PNG: Real-Time Neural Radiance Fields in 150 KB. - Jae Yong Lee 006; Yuqun Wu; Chuhang Zou; Derek Hoiem; Shenlong Wang (3DV, 2025)

MonoPatchNeRF: Improving Neural Radiance Fields with Patch-Based Monocular Guidance. - Yuqun Wu; Jae Yong Lee 006; Chuhang Zou; Shenlong Wang; Derek Hoiem (3DV, 2025)

RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations. - Savya Khosla; Sethuraman TV; Alexander G. Schwing; Derek Hoiem (CVPR, 2025)

REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders. - Savya Khosla; Sethuraman TV; Barnett Lee; Alexander G. Schwing; Derek Hoiem (CoRR, 2025)

PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding. - Ansel Blume; Jeonghwan Kim; Hyeonjeong Ha; Elen Chatikyan; Xiaomeng Jin; Khanh Duy Nguyen; Nanyun Peng 001; Kai-Wei Chang; Derek Hoiem; Heng Ji 001 (CoRR, 2025)

TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models. - Yao Xiao; Qiqian Fu; Heyi Tao; Yuqun Wu; Zhen Zhu 006; Derek Hoiem (CoRR, 2025)

FRAME: Pre-Training Video Feature Representations via Anticipation and Memory. - Sethuraman TV; Savya Khosla; Vignesh Srinivasakumar; Jiahui Huang; Seoung Wug Oh; Simon Jenni; Derek Hoiem; Joon-Young Lee (CoRR, 2025)