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ORCIDDavid F. Fouhey
David Ford Fouhey – David Fouhey
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- affiliation: University of Michigan, Ann Arbor, MI, USA
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2020 – today
- 2024
[c45]Nilesh Kulkarni, Davis Rempe, Kyle Genova, Abhijit Kundu, Justin Johnson, David Fouhey, Leonidas J. Guibas:
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis. CVPR 2024: 947-957- [c44]Linyi Jin, Nilesh Kulkarni, David F. Fouhey:
3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces. CVPR 2024: 9742-9751 - [c43]Georgios Pavlakos, Dandan Shan, Ilija Radosavovic, Angjoo Kanazawa, David Fouhey, Jitendra Malik:
Reconstructing Hands in 3D with Transformers. CVPR 2024: 9826-9836 - [c42]Chris Rockwell, Nilesh Kulkarni, Linyi Jin, Jeong Joon Park, Justin Johnson, David F. Fouhey:
FAR: Flexible, Accurate and Robust 6DoF Relative Camera Pose Estimation. CVPR 2024: 19854-19864 - [c41]Sarah Jabbour
, Gregory Kondas, Ella Kazerooni, Michael W. Sjoding, David Fouhey, Jenna Wiens:
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks. ECCV (64) 2024: 35-51 - [c40]Jianing Yang, Xuweiyi Chen, Shengyi Qian, Nikhil Madaan, Madhavan Iyengar, David F. Fouhey, Joyce Chai:
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent. ICRA 2024: 7694-7701 - [i43]Chris Rockwell, Nilesh Kulkarni, Linyi Jin, Jeong Joon Park, Justin Johnson, David F. Fouhey:
FAR: Flexible, Accurate and Robust 6DoF Relative Camera Pose Estimation. CoRR abs/2403.03221 (2024) - [i42]Linyi Jin, Nilesh Kulkarni, David Fouhey:
3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surface. CoRR abs/2403.08768 (2024) - [i41]Jianing Yang, Xuweiyi Chen, Nikhil Madaan, Madhavan Iyengar, Shengyi Qian, David F. Fouhey, Joyce Chai:
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination. CoRR abs/2406.05132 (2024) - [i40]Shengyi Qian, Kaichun Mo, Valts Blukis, David F. Fouhey, Dieter Fox, Ankit Goyal:
3D-MVP: 3D Multiview Pretraining for Robotic Manipulation. CoRR abs/2406.18158 (2024) - [i39]Xuweiyi Chen, Ziqiao Ma, Xuejun Zhang, Sihan Xu, Shengyi Qian, Jianing Yang, David F. Fouhey, Joyce Chai:
Multi-Object Hallucination in Vision-Language Models. CoRR abs/2407.06192 (2024) - [i38]Sarah Jabbour, Gregory Kondas, Ella Kazerooni, Michael W. Sjoding, David Fouhey, Jenna Wiens:
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks. CoRR abs/2407.14509 (2024) - 2023
- [c39]Richard E. L. Higgins, David F. Fouhey:
MOVES: Manipulated Objects in Video Enable Segmentation. CVPR 2023: 6334-6343 - [c38]Nilesh Kulkarni, Linyi Jin, Justin Johnson, David F. Fouhey:
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data. CVPR 2023: 17256-17265 - [c37]Linyi Jin, Jianming Zhang, Yannick Hold-Geoffroy, Oliver Wang, Kevin Blackburn-Matzen, Matthew Sticha, David F. Fouhey:
Perspective Fields for Single Image Camera Calibration. CVPR 2023: 17307-17316 - [c36]Shengyi Qian, David F. Fouhey:
Understanding 3D Object Interaction from a Single Image. ICCV 2023: 21696-21706 - [c35]Yang-Hsi Su, Jingliang Ren, Zi Qian, David Fouhey, Alanson P. Sample:
TomoID: A Scalable Approach to Device Free Indoor Localization via RFID Tomography. INFOCOM 2023: 1-10 - [c34]Tianyi Cheng, Dandan Shan, Ayda Hassen, Richard E. L. Higgins, David Fouhey:
Towards A Richer 2D Understanding of Hands at Scale. NeurIPS 2023 - [c33]Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, Andrea Vedaldi:
EPIC Fields: Marrying 3D Geometry and Video Understanding. NeurIPS 2023 - [i37]Shengyi Qian, David F. Fouhey:
Understanding 3D Object Interaction from a Single Image. CoRR abs/2305.09664 (2023) - [i36]Nilesh Kulkarni, Linyi Jin, Justin Johnson, David F. Fouhey:
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data. CoRR abs/2306.08671 (2023) - [i35]Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, Andrea Vedaldi:
EPIC Fields: Marrying 3D Geometry and Video Understanding. CoRR abs/2306.08731 (2023) - [i34]Nilesh Kulkarni, Davis Rempe, Kyle Genova, Abhijit Kundu, Justin Johnson, David Fouhey, Leonidas J. Guibas:
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis. CoRR abs/2307.07511 (2023) - [i33]Jianing Yang, Xuweiyi Chen, Shengyi Qian, Nikhil Madaan, Madhavan Iyengar, David F. Fouhey, Joyce Chai:
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent. CoRR abs/2309.12311 (2023) - [i32]Georgios Pavlakos, Dandan Shan, Ilija Radosavovic, Angjoo Kanazawa, David Fouhey, Jitendra Malik:
Reconstructing Hands in 3D with Transformers. CoRR abs/2312.05251 (2023) - 2022
- [j6]Sarah Jabbour, David Fouhey, Ella Kazerooni, Jenna Wiens, Michael W. Sjoding:
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure. J. Am. Medical Informatics Assoc. 29(6): 1060-1068 (2022) - [j5]Weiye Mei, Haoyu Wang, David Fouhey, Weiqi Zhou, Isabella Hinks, Josh M. Gray, Derek B. van Berkel, Meha Jain:
Using Deep Learning and Very-High-Resolution Imagery to Map Smallholder Field Boundaries. Remote. Sens. 14(13): 3046 (2022) - [c32]Chris Rockwell, Justin Johnson, David F. Fouhey:
The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs. 3DV 2022: 1-11 - [c31]Shengyi Qian, Linyi Jin, Chris Rockwell, Siyi Chen, David F. Fouhey:
Understanding 3D Object Articulation in Internet Videos. CVPR 2022: 1589-1599 - [c30]Samir Agarwala, Linyi Jin, Chris Rockwell, David F. Fouhey:
PlaneFormers: From Sparse View Planes to 3D Reconstruction. ECCV (3) 2022: 192-209 - [c29]Nilesh Kulkarni, Justin Johnson, David F. Fouhey:
Directed Ray Distance Functions for 3D Scene Reconstruction. ECCV (2) 2022: 201-219 - [c28]Ziyang Chen, David F. Fouhey, Andrew Owens:
Sound Localization by Self-supervised Time Delay Estimation. ECCV (26) 2022: 489-508 - [c27]Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard E. L. Higgins, Sanja Fidler, David Fouhey, Dima Damen:
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations. NeurIPS 2022 - [i31]Shengyi Qian, Linyi Jin, Chris Rockwell, Siyi Chen, David F. Fouhey:
Understanding 3D Object Articulation in Internet Videos. CoRR abs/2203.16531 (2022) - [i30]Ziyang Chen, David F. Fouhey, Andrew Owens:
Sound Localization by Self-Supervised Time Delay Estimation. CoRR abs/2204.12489 (2022) - [i29]Samir Agarwala, Linyi Jin, Chris Rockwell, David F. Fouhey:
PlaneFormers: From Sparse View Planes to 3D Reconstruction. CoRR abs/2208.04307 (2022) - [i28]Chris Rockwell, Justin Johnson, David F. Fouhey:
The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs. CoRR abs/2208.08988 (2022) - [i27]Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard E. L. Higgins, Sanja Fidler, David Fouhey, Dima Damen:
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations. CoRR abs/2209.13064 (2022) - [i26]David F. Fouhey, Richard E. L. Higgins, Spiro K. Antiochos, Graham Barnes, Marc L. DeRosa, J. Todd Hoeksema, K. D. Leka, Yang Liu, Peter W. Schuck, Tamas I. Gombosi:
Large-Scale Spatial Cross-Calibration of Hinode/SOT-SP and SDO/HMI. CoRR abs/2209.15036 (2022) - [i25]Linyi Jin, Jianming Zhang, Yannick Hold-Geoffroy, Oliver Wang, Kevin Matzen, Matthew Sticha, David F. Fouhey:
Perspective Fields for Single Image Camera Calibration. CoRR abs/2212.03239 (2022) - 2021
- [c26]Alexander Raistrick, Nilesh Kulkarni, David Fouhey:
Collision Replay: What Does Bumping Into Things Tell You About Scene Geometry? BMVC 2021: 5 - [c25]Linyi Jin, Shengyi Qian, Andrew Owens, David F. Fouhey:
Planar Surface Reconstruction from Sparse Views. ICCV 2021: 12971-12980 - [c24]Chris Rockwell, David F. Fouhey, Justin Johnson:
PixelSynth: Generating a 3D-Consistent Experience from a Single Image. ICCV 2021: 14084-14093 - [c23]Dandan Shan, Richard E. L. Higgins, David F. Fouhey:
COHESIV: Contrastive Object and Hand Embedding Segmentation In Video. NeurIPS 2021: 5898-5909 - [i24]Linyi Jin, Shengyi Qian, Andrew Owens, David F. Fouhey:
Planar Surface Reconstruction from Sparse Views. CoRR abs/2103.14644 (2021) - [i23]Richard E. L. Higgins, David F. Fouhey, Dichang Zhang, Spiro K. Antiochos, Graham Barnes, J. Todd Hoeksema, K. D. Leka, Yang Liu, Peter W. Schuck, Tamas I. Gombosi:
Fast and Accurate Emulation of the SDO/HMI Stokes Inversion with Uncertainty Quantification. CoRR abs/2103.17273 (2021) - [i22]Alexander Raistrick, Nilesh Kulkarni, David F. Fouhey:
Collision Replay: What Does Bumping Into Things Tell You About Scene Geometry? CoRR abs/2105.01061 (2021) - [i21]Chris Rockwell, David F. Fouhey, Justin Johnson:
PixelSynth: Generating a 3D-Consistent Experience from a Single Image. CoRR abs/2108.05892 (2021) - [i20]Richard E. L. Higgins, David F. Fouhey, Spiro K. Antiochos, Graham Barnes, Mark C. M. Cheung, J. Todd Hoeksema, K. D. Leka, Yang Liu, Peter W. Schuck, Tamas I. Gombosi:
SynthIA: A Synthetic Inversion Approximation for the Stokes Vector Fusing SDO and Hinode into a Virtual Observatory. CoRR abs/2108.12421 (2021) - [i19]Sarah Jabbour, David Fouhey, Ella Kazerooni, Jenna Wiens, Michael W. Sjoding:
Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure. CoRR abs/2108.12530 (2021) - [i18]Shengyi Qian, Alexander Kirillov, Nikhila Ravi, Devendra Singh Chaplot, Justin Johnson, David F. Fouhey, Georgia Gkioxari:
Recognizing Scenes from Novel Viewpoints. CoRR abs/2112.01520 (2021) - [i17]Nilesh Kulkarni, Justin Johnson, David F. Fouhey:
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction. CoRR abs/2112.04481 (2021) - 2020
- [j4]Jean Y. Song, John Joon Young Chung, David F. Fouhey, Walter S. Lasecki:
C-Reference: Improving 2D to 3D Object Pose Estimation Accuracy via Crowdsourced Joint Object Estimation. Proc. ACM Hum. Comput. Interact. 4(CSCW): 051:1-051:28 (2020) - [j3]Ung Hee Lee, Justin Bi, Rishi Patel, David F. Fouhey, Elliott J. Rouse:
Image Transformation and CNNs: A Strategy for Encoding Human Locomotor Intent for Autonomous Wearable Robots. IEEE Robotics Autom. Lett. 5(4): 5440-5447 (2020) - [c22]Nilesh Kulkarni, Abhinav Gupta, David F. Fouhey, Shubham Tulsiani:
Articulation-Aware Canonical Surface Mapping. CVPR 2020: 449-458 - [c21]Mohamed El Banani, Jason J. Corso, David F. Fouhey:
Novel Object Viewpoint Estimation Through Reconstruction Alignment. CVPR 2020: 3110-3119 - [c20]Dandan Shan, Jiaqi Geng, Michelle Shu, David F. Fouhey:
Understanding Human Hands in Contact at Internet Scale. CVPR 2020: 9866-9875 - [c19]Shengyi Qian, Linyi Jin, David F. Fouhey:
Associative3D: Volumetric Reconstruction from Sparse Views. ECCV (15) 2020: 140-157 - [c18]Chris Rockwell, David F. Fouhey:
Full-Body Awareness from Partial Observations. ECCV (17) 2020: 522-539 - [c17]Sarah Jabbour, David Fouhey, Ella Kazerooni, Michael W. Sjoding, Jenna Wiens:
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts. MLHC 2020: 750-782 - [i16]Nilesh Kulkarni, Abhinav Gupta, David F. Fouhey, Shubham Tulsiani:
Articulation-aware Canonical Surface Mapping. CoRR abs/2004.00614 (2020) - [i15]Mohamed El Banani, Jason J. Corso, David F. Fouhey:
Novel Object Viewpoint Estimation through Reconstruction Alignment. CoRR abs/2006.03586 (2020) - [i14]Dandan Shan, Jiaqi Geng, Michelle Shu, David F. Fouhey:
Understanding Human Hands in Contact at Internet Scale. CoRR abs/2006.06669 (2020) - [i13]Shengyi Qian, Linyi Jin, David F. Fouhey:
Associative3D: Volumetric Reconstruction from Sparse Views. CoRR abs/2007.13727 (2020) - [i12]Chris Rockwell, David F. Fouhey:
Full-Body Awareness from Partial Observations. CoRR abs/2008.06046 (2020) - [i11]Sarah Jabbour, David Fouhey, Ella Kazerooni, Michael W. Sjoding, Jenna Wiens:
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts. CoRR abs/2009.10132 (2020)
2010 – 2019
- 2019
- [j2]David F. Fouhey, Abhinav Gupta, Andrew Zisserman:
From Images to 3D Shape Attributes. IEEE Trans. Pattern Anal. Mach. Intell. 41(1): 93-106 (2019) - [c16]Dimitri Zhukov, Jean-Baptiste Alayrac, Ramazan Gokberk Cinbis, David F. Fouhey, Ivan Laptev, Josef Sivic:
Cross-Task Weakly Supervised Learning From Instructional Videos. CVPR 2019: 3537-3545 - [i10]Richard Galvez, David F. Fouhey, Meng Jin, Alexandre Szenicer, Andrés Muñoz-Jaramillo, Mark C. M. Cheung, Paul J. Wright, Monica G. Bobra, Yang Liu, James Mason, Rajat Thomas:
A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission. CoRR abs/1903.04538 (2019) - [i9]Dimitri Zhukov, Jean-Baptiste Alayrac, Ramazan Gokberk Cinbis, David F. Fouhey, Ivan Laptev, Josef Sivic:
Cross-task weakly supervised learning from instructional videos. CoRR abs/1903.08225 (2019) - 2018
- [c15]Shubham Tulsiani, Saurabh Gupta, David F. Fouhey, Alexei A. Efros, Jitendra Malik:
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene. CVPR 2018: 302-310 - [c14]David F. Fouhey, Weicheng Kuo, Alexei A. Efros, Jitendra Malik:
From Lifestyle Vlogs to Everyday Interactions. CVPR 2018: 4991-5000 - [c13]Ashish Kumar, Saurabh Gupta, David F. Fouhey, Sergey Levine, Jitendra Malik:
Visual Memory for Robust Path Following. NeurIPS 2018: 773-782 - [i8]Ashish Kumar, Saurabh Gupta, David F. Fouhey, Sergey Levine, Jitendra Malik:
Visual Memory for Robust Path Following. CoRR abs/1812.00940 (2018) - 2017
- [i7]Shubham Tulsiani, Saurabh Gupta, David F. Fouhey, Alexei A. Efros, Jitendra Malik:
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene. CoRR abs/1712.01812 (2017) - [i6]David F. Fouhey, Weicheng Kuo, Alexei A. Efros, Jitendra Malik:
From Lifestyle Vlogs to Everyday Interactions. CoRR abs/1712.02310 (2017) - [i5]Saurabh Gupta, David F. Fouhey, Sergey Levine, Jitendra Malik:
Unifying Map and Landmark Based Representations for Visual Navigation. CoRR abs/1712.08125 (2017) - 2016
- [c12]David F. Fouhey, Abhinav Gupta, Andrew Zisserman:
3D Shape Attributes. CVPR 2016: 1516-1524 - [c11]Rohit Girdhar, David F. Fouhey, Mikel Rodriguez, Abhinav Gupta:
Learning a Predictable and Generative Vector Representation for Objects. ECCV (6) 2016: 484-499 - [c10]Rohit Girdhar, David F. Fouhey, Kris M. Kitani, Abhinav Gupta, Martial Hebert:
Cutting through the clutter: Task-relevant features for image matching. WACV 2016: 1-9 - [i4]Rohit Girdhar, David F. Fouhey, Mikel Rodriguez, Abhinav Gupta:
Learning a Predictable and Generative Vector Representation for Objects. CoRR abs/1603.08637 (2016) - [i3]David F. Fouhey, Abhinav Gupta, Andrew Zisserman:
Understanding Higher-Order Shape via 3D Shape Attributes. CoRR abs/1612.06836 (2016) - 2015
- [c9]Xiaolong Wang, David F. Fouhey, Abhinav Gupta:
Designing deep networks for surface normal estimation. CVPR 2015: 539-547 - [c8]David F. Fouhey, Wajahat Hussain, Abhinav Gupta, Martial Hebert:
Single Image 3D without a Single 3D Image. ICCV 2015: 1053-1061 - [i2]David F. Fouhey, Xiaolong Wang, Abhinav Gupta:
In Defense of the Direct Perception of Affordances. CoRR abs/1505.01085 (2015) - 2014
- [j1]David F. Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, Josef Sivic:
People Watching: Human Actions as a Cue for Single View Geometry. Int. J. Comput. Vis. 110(3): 259-274 (2014) - [c7]David F. Fouhey, C. Lawrence Zitnick:
Predicting Object Dynamics in Scenes. CVPR 2014: 2027-2034 - [c6]David Ford Fouhey, Abhinav Gupta, Martial Hebert:
Unfolding an Indoor Origami World. ECCV (6) 2014: 687-702 - [i1]Xiaolong Wang, David F. Fouhey, Abhinav Gupta:
Designing Deep Networks for Surface Normal Estimation. CoRR abs/1411.4958 (2014) - 2013
- [c5]David F. Fouhey, Abhinav Gupta, Martial Hebert:
Data-Driven 3D Primitives for Single Image Understanding. ICCV 2013: 3392-3399 - 2012
- [c4]David F. Fouhey, Alvaro Collet, Martial Hebert, Siddhartha S. Srinivasa:
Object Recognition Robust to Imperfect Depth Data. ECCV Workshops (2) 2012: 83-92 - [c3]Vincent Delaitre, David F. Fouhey, Ivan Laptev, Josef Sivic, Abhinav Gupta, Alexei A. Efros:
Scene Semantics from Long-Term Observation of People. ECCV (6) 2012: 284-298 - [c2]David F. Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, Josef Sivic:
People Watching: Human Actions as a Cue for Single View Geometry. ECCV (5) 2012: 732-745 - 2010
- [c1]David F. Fouhey, Daniel Scharstein, Amy J. Briggs:
Multiple Plane Detection in Image Pairs Using J-Linkage. ICPR 2010: 336-339
Coauthor Index
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