David W. Jacobs

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 54

Top Venues

CoRR

CVPR

NeurIPS

J. Math. Imaging Vis.

Publications

David McAllister, Songwei Ge, Jia-Bin Huang, David W. Jacobs, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa
Rethinking Score Distillation as a Bridge Between Image Distributions. CoRR (2024)
Soumyadip Sengupta, Daniel Lichy, Angjoo Kanazawa, Carlos Domingo Castillo, David W. Jacobs
SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 44 (6) (2022)
Daniel Lichy, Soumyadip Sengupta, David W. Jacobs
Fast Light-Weight Near-Field Photometric Stereo. CoRR (2022)
Pedro Sandoval Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein, David W. Jacobs
Autoregressive Perturbations for Data Poisoning. CoRR (2022)
Daniel Lichy, Soumyadip Sengupta, David W. Jacobs
Fast Light-Weight Near-Field Photometric Stereo. CVPR (2022)
Shlok Kumar Mishra, Kuntal Sengupta, Max Horowitz-Gelb, Wen-Sheng Chu, Sofien Bouaziz, David W. Jacobs
Improved Detection of Face Presentation Attacks Using Image Decomposition. CoRR (2021)
Songwei Ge, Shlok Mishra, Haohan Wang, Chun-Liang Li, David W. Jacobs
Robust Contrastive Learning Using Negative Samples with Diminished Semantics. CoRR (2021)
Daniel Lichy, Jiaye Wu, Soumyadip Sengupta, David W. Jacobs
Shape and Material Capture at Home. CoRR (2021)
Songwei Ge, Vasu Singla, Ronen Basri, David W. Jacobs
Shift Invariance Can Reduce Adversarial Robustness. CoRR (2021)
Shlok Mishra, Anshul Shah, Ankan Bansal, Abhyuday Jagannatha, Abhishek Sharma, David W. Jacobs, Dilip Krishnan
Object-Aware Cropping for Self-Supervised Learning. CoRR (2021)
Daniel Lichy, Jiaye Wu, Soumyadip Sengupta, David W. Jacobs
Shape and Material Capture at Home. CVPR (2021)
Vasu Singla, Songwei Ge, Ronen Basri, David W. Jacobs
Shift Invariance Can Reduce Adversarial Robustness. NeurIPS (2021)
Shlok Kumar Mishra, Pranav Goel, Abhishek Sharma, Abhyuday Jagannatha, David W. Jacobs, Hal Daumé III
Towards Automatic Generation of Questions from Long Answers. CoRR (2020)
Shlok Kumar Mishra, Anshul Shah, Ankan Bansal, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David W. Jacobs
Learning Visual Representations for Transfer Learning by Suppressing Texture. CoRR (2020)
Abhay Kumar Yadav, Tom Goldstein, David W. Jacobs
Making L-BFGS Work with Industrial-Strength Nets. BMVC (2020)
Ali Shafahi, Parsa Saadatpanah, Chen Zhu, Amin Ghiasi, Christoph Studer, David W. Jacobs, Tom Goldstein
Adversarially robust transfer learning. ICLR (2020)
Amnon Geifman, Abhay Kumar Yadav, Yoni Kasten, Meirav Galun, David W. Jacobs, Ronen Basri
On the Similarity between the Laplace and Neural Tangent Kernels. CoRR (2020)
Ronen Basri, Meirav Galun, Amnon Geifman, David W. Jacobs, Yoni Kasten, Shira Kritchman
Frequency Bias in Neural Networks for Input of Non-Uniform Density. ICML (2020)
Amnon Geifman, Abhay Kumar Yadav, Yoni Kasten, Meirav Galun, David W. Jacobs, Ronen Basri
On the Similarity between the Laplace and Neural Tangent Kernels. NeurIPS (2020)
Ronen Basri, Meirav Galun, Amnon Geifman, David W. Jacobs, Yoni Kasten, Shira Kritchman
Frequency Bias in Neural Networks for Input of Non-Uniform Density. CoRR (2020)
Ali Shafahi, Parsa Saadatpanah, Chen Zhu, Amin Ghiasi, Christoph Studer, David W. Jacobs, Tom Goldstein
Adversarially robust transfer learning. CoRR (2019)
Ronen Basri, David W. Jacobs, Yoni Kasten, Shira Kritchman
The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies. CoRR (2019)
Ronen Basri, David W. Jacobs, Yoni Kasten, Shira Kritchman
The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies. NeurIPS (2019)
Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs, Jan Kautz
Neural Inverse Rendering of an Indoor Scene From a Single Image. ICCV (2019)
Ryen Krusinga, Sohil Shah, Matthias Zwicker, Tom Goldstein, David W. Jacobs
Understanding the (un)interpretability of natural image distributions using generative models. CoRR (2019)
Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs, Jan Kautz
Neural Inverse Rendering of an Indoor Scene from a Single Image. CoRR (2019)
Hao Zhou, Jin Sun, Yaser Yacoob, David W. Jacobs
Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces. CVPR (2018)
Abhay Kumar Yadav, Sohil Shah, Zheng Xu, David W. Jacobs, Tom Goldstein
Stabilizing Adversarial Nets with Prediction Methods. ICLR (Poster) (2018)
Soumyadip Sengupta, Angjoo Kanazawa, Carlos Domingo Castillo, David W. Jacobs
SfSNet: Learning Shape, Reflectance and Illuminance of Faces 'in the Wild'. CVPR (2018)
Soumyadip Sengupta, Hao Zhou, Walter Forkel, Ronen Basri, Tom Goldstein, David W. Jacobs
Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability. J. Math. Imaging Vis. 60 (4) (2018)
Angjoo Kanazawa, Michael J. Black, David W. Jacobs, Jitendra Malik
End-to-End Recovery of Human Shape and Pose. CVPR (2018)
Jin Sun, David W. Jacobs
Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing. CoRR (2017)
Jin Sun, David W. Jacobs
Seeing What is Not There: Learning Context to Determine Where Objects are Missing. CVPR (2017)
Soumyadip Sengupta, Hao Zhou, Walter Forkel, Ronen Basri, Tom Goldstein, David W. Jacobs
Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability. CoRR (2017)
Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri
A New Rank Constraint on Multi-view Fundamental Matrices, and Its Application to Camera Location Recovery. CVPR (2017)
Soumyadip Sengupta, Angjoo Kanazawa, Carlos Domingo Castillo, David W. Jacobs
SfSNet : Learning Shape, Reflectance and Illuminance of Faces in the Wild. CoRR (2017)
Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri
A New Rank Constraint on Multi-view Fundamental Matrices, and its Application to Camera Location Recovery. CoRR (2017)
Soham De, Abhay Kumar Yadav, David W. Jacobs, Tom Goldstein
Automated Inference with Adaptive Batches. AISTATS (2017)
Ronen Basri, David W. Jacobs
Efficient Representation of Low-Dimensional Manifolds using Deep Networks. ICLR (Poster) (2017)
Angjoo Kanazawa, Michael J. Black, David W. Jacobs, Jitendra Malik
End-to-end Recovery of Human Shape and Pose. CoRR (2017)
Hao Zhou, Jin Sun, Yaser Yacoob, David W. Jacobs
Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Face Images. CoRR (2017)
Abhay Kumar Yadav, Sohil Shah, Zheng Xu, David W. Jacobs, Tom Goldstein
Stabilizing Adversarial Nets With Prediction Methods. CoRR (2017)
Konrad Simon, Sameer Sheorey, David W. Jacobs, Ronen Basri
A Hyperelastic Two-Scale Optimization Model for Shape Matching. SIAM J. Sci. Comput. 39 (1) (2017)
Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs, Michael J. Black
3D Menagerie: Modeling the 3D Shape and Pose of Animals. CVPR (2017)
Soham De, Abhay Kumar Yadav, David W. Jacobs, Tom Goldstein
Big Batch SGD: Automated Inference using Adaptive Batch Sizes. CoRR (2016)
Sohil Shah, Abhay Kumar Yadav, David W. Jacobs, Christoph Studer, Tom Goldstein
Biconvex Relaxation for Semidefinite Programming in Computer Vision. CoRR (2016)
Sohil Shah, Abhay Kumar Yadav, Carlos Domingo Castillo, David W. Jacobs, Christoph Studer, Tom Goldstein
Biconvex Relaxation for Semidefinite Programming in Computer Vision. ECCV (6) (2016)
Angjoo Kanazawa, David W. Jacobs, Manmohan Chandraker
WarpNet: Weakly Supervised Matching for Single-view Reconstruction. CoRR (2016)
Angjoo Kanazawa, Shahar Z. Kovalsky, Ronen Basri, David W. Jacobs
Learning 3D Deformation of Animals from 2D Images. Comput. Graph. Forum 35 (2) (2016)
Hao Zhou, Torsten Sattler, David W. Jacobs
Evaluating Local Features for Day-Night Matching. ECCV Workshops (3) (2016)
Ronen Basri, David W. Jacobs
Efficient Representation of Low-Dimensional Manifolds using Deep Networks. CoRR (2016)
Angjoo Kanazawa, David W. Jacobs, Manmohan Chandraker
WarpNet: Weakly Supervised Matching for Single-View Reconstruction. CVPR (2016)
Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs, Michael J. Black
3D Menagerie: Modeling the 3D shape and pose of animals. CoRR (2016)
Soumyadip Sengupta, Jun-Cheng Chen, Carlos Domingo Castillo, Vishal M. Patel, Rama Chellappa, David W. Jacobs
Frontal to profile face verification in the wild. WACV (2016)
Abhishek Sharma, Oncel Tuzel, David W. Jacobs
Deep Hierarchical Parsing for Semantic Segmentation. CoRR (2015)
Arijit Biswas, David W. Jacobs
An Efficient Algorithm for Learning Distances that Obey the Triangle Inequality. BMVC (2015)
Raviteja Vemulapalli, David W. Jacobs
Riemannian Metric Learning for Symmetric Positive Definite Matrices. CoRR (2015)
Ying Xiong, Ayan Chakrabarti, Ronen Basri, Steven J. Gortler, David W. Jacobs, Todd E. Zickler
From Shading to Local Shape. IEEE Trans. Pattern Anal. Mach. Intell. 37 (1) (2015)
Konrad Simon, Sameer Sheorey, David W. Jacobs, Ronen Basri
A Hyperelastic Two-Scale Optimization Model for Shape Matching. CoRR (2015)
Angjoo Kanazawa, Shahar Z. Kovalsky, Ronen Basri, David W. Jacobs
Learning 3D Articulation and Deformation using 2D Images. CoRR (2015)
Konrad Simon, Sameer Sheorey, David W. Jacobs, Ronen Basri
A Linear Elastic Force Optimization Model for Shape Matching. J. Math. Imaging Vis. 51 (2) (2015)
Abhishek Sharma, Oncel Tuzel, David W. Jacobs
Deep hierarchical parsing for semantic segmentation. CVPR (2015)
Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi, David W. Jacobs, Larry S. Davis
Comparing apples to apples in the evaluation of binary coding methods. CoRR (2014)
Arijit Biswas, David W. Jacobs
Active Image Clustering with Pairwise Constraints from Humans. Int. J. Comput. Vis. 108 (1-2) (2014)
Yaron Lipman, Stav Yagev, Roi Poranne, David W. Jacobs, Ronen Basri
Feature Matching with Bounded Distortion. ACM Trans. Graph. 33 (3) (2014)
Arijit Biswas, David W. Jacobs
Active subclustering. Comput. Vis. Image Underst. 125 (2014)
Kotaro Hara, Jin Sun, Robert Moore, David W. Jacobs, Jon Froehlich
Tohme: detecting curb ramps in google street view using crowdsourcing, computer vision, and machine learning. UIST (2014)
Angjoo Kanazawa, Abhishek Sharma, David W. Jacobs
Locally Scale-Invariant Convolutional Neural Networks. CoRR (2014)
Thomas Berg, Jiongxin Liu, Seung Woo Lee, Michelle L. Alexander, David W. Jacobs, Peter N. Belhumeur
Birdsnap: Large-Scale Fine-Grained Visual Categorization of Birds. CVPR (2014)
Chengxi Ye, Dacheng Tao, Mingli Song, David W. Jacobs, Min Wu
Sparse Norm Filtering CoRR (2013)
Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar
Localizing Parts of Faces Using a Consensus of Exemplars. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
João V. B. Soares, David W. Jacobs
Efficient segmentation of leaves in semi-controlled conditions. Mach. Vis. Appl. 24 (8) (2013)
Ying Xiong, Ayan Chakrabarti, Ronen Basri, Steven J. Gortler, David W. Jacobs, Todd E. Zickler
From Shading to Local Shape. CoRR (2013)
Kotaro Hara, Jin Sun, Jonah Chazan, David W. Jacobs, Jon Froehlich
An Initial Study of Automatic Curb Ramp Detection with Crowdsourced Verification Using Google Street View Images. HCOMP (Works in Progress / Demos) (2013)
Jiongxin Liu, Angjoo Kanazawa, David W. Jacobs, Peter N. Belhumeur
Dog Breed Classification Using Part Localization. ECCV (1) (2012)
Abhishek Sharma, Murad Al Haj, Jonghyun Choi, Larry S. Davis, David W. Jacobs
Robust pose invariant face recognition using coupled latent space discriminant analysis. Comput. Vis. Image Underst. 116 (11) (2012)
Dana Rotman, Jenny Preece, Jennifer Hammock, Kezee Procita, Derek L. Hansen, Cynthia Sims Parr, Darcy Lewis, David W. Jacobs
Dynamic changes in motivation in collaborative citizen-science projects. CSCW (2012)
Jonghyun Choi, Abhishek Sharma, David W. Jacobs, Larry S. Davis
Data insufficiency in sketch versus photo face recognition. CVPR Workshops (2012)
Neeraj Kumar, Peter N. Belhumeur, Arijit Biswas, David W. Jacobs, W. John Kress, Ida C. Lopez, João V. B. Soares
Leafsnap: A Computer Vision System for Automatic Plant Species Identification. ECCV (2) (2012)
Abhishek Sharma, Abhishek Kumar, Hal Daumé III, David W. Jacobs
Generalized Multiview Analysis: A discriminative latent space. CVPR (2012)
Arijit Biswas, David W. Jacobs
Active image clustering: Seeking constraints from humans to complement algorithms. CVPR (2012)
Chengxi Ye, Yuxu Lin, Mingli Song, Chun Chen, David W. Jacobs
Spectral Graph Cut from a Filtering Point of View CoRR (2012)
Daozheng Chen, Mustafa Bilgic, Lise Getoor, David W. Jacobs
Dynamic Processing Allocation in Video. IEEE Trans. Pattern Anal. Mach. Intell. 33 (11) (2011)
Abhishek Sharma, David W. Jacobs
Bypassing synthesis: PLS for face recognition with pose, low-resolution and sketch. CVPR (2011)
Carlos Domingo Castillo, David W. Jacobs
Wide-baseline stereo for face recognition with large pose variation. CVPR (2011)
Derek L. Hansen, David W. Jacobs, Darcy Lewis, Arijit Biswas, Jennifer Preece, Dana Rotman, Eric Stevens
Odd Leaf Out: Improving Visual Recognition with Games. SocialCom/PASSAT (2011)
Xue Mei, Haibin Ling, David W. Jacobs
Illumination Recovery From Image With Cast Shadows Via Sparse Representation. IEEE Trans. Image Process. 20 (8) (2011)
Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar
Localizing parts of faces using a consensus of exemplars. CVPR (2011)
Carlos Domingo Castillo, David W. Jacobs
Trainable 3D recognition using stereo matching. ICCV Workshops (2011)
Youngmin Kim, Amitabh Varshney, David W. Jacobs, François Guimbretière
Mesh saliency and human eye fixations. ACM Trans. Appl. Percept. 7 (2) (2010)
Haibin Ling, Stefano Soatto, Narayanan Ramanathan, David W. Jacobs
Face verification across age progression using discriminative methods. IEEE Trans. Inf. Forensics Secur. 5 (1) (2010)
Raghuraman Gopalan, David W. Jacobs
Comparing and combining lighting insensitive approaches for face recognition. Comput. Vis. Image Underst. 114 (1) (2010)
Xue Mei, Haibin Ling, David W. Jacobs
1-regularized least squares. ICCV (2009)
Hazem El-Alfy, David W. Jacobs, Larry S. Davis
Assigning cameras to subjects in video surveillance systems. ICRA (2009)
Ronen Basri, Pedro F. Felzenszwalb, Ross B. Girshick, David W. Jacobs, Caroline J. Klivans
Visibility constraints on features of 3D objects. CVPR (2009)
Carlos Domingo Castillo, David W. Jacobs
Using Stereo Matching with General Epipolar Geometry for 2D Face Recognition across Pose. IEEE Trans. Pattern Anal. Mach. Intell. 31 (12) (2009)
Peter N. Belhumeur, Daozheng Chen, Steven Feiner, David W. Jacobs, W. John Kress, Haibin Ling, Ida C. Lopez, Ravi Ramamoorthi, Sameer Sheorey, Sean White, Ling Zhang
Searching the World's Herbaria: A System for Visual Identification of Plant Species. ECCV (4) (2008)
Sameer Shirdhonkar, David W. Jacobs
Approximate earth mover's distance in linear time. CVPR (2008)
Margarita Osadchy, David W. Jacobs, Ravi Ramamoorthi, David Tucker
Using specularities in comparing 3D models and 2D images. Comput. Vis. Image Underst. 111 (3) (2008)
Aniruddha Kembhavi, Ryan Farrell, Yuancheng Luo, David W. Jacobs, Ramani Duraiswami, Larry S. Davis
Tracking Down Under: Following the Satin Bowerbird. WACV (2008)

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Publication Activity (10 Years)

Top Topics

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David W. Jacobs