F. Durand

Most-cited papers

What Do Different Evaluation Metrics Tell Us About Saliency Models?
Z. Bylinskii, Tilke Judd, A. Oliva, A. Torralba +1 more
2016IEEE Transactions on Pattern Analysis and Machine Intelligence956 citations Open access
Semantic Scholar
Deep bilateral learning for real-time image enhancement
Michaël Gharbi, Jiawen Chen, J. Barron, S. Hasinoff +1 more
2017ACM Transactions on Graphics859 citations Open access
Semantic Scholar
Differentiable Monte Carlo ray tracing through edge sampling
Tzu-Mao Li, M. Aittala, F. Durand, J. Lehtinen
2018ACM Transactions on Graphics618 citations Open access
Semantic Scholar
DiffTaichi: Differentiable Programming for Physical Simulation
Yuanming Hu, Luke Anderson, Tzu-Mao Li, Qi Sun +3 more
2019International Conference on Learning Representations561 citations
Semantic Scholar
Deep joint demosaicking and denoising
Michaël Gharbi, G. Chaurasia, Sylvain Paris, F. Durand
2016ACM Transactions on Graphics488 citations Open access
Semantic Scholar
Capturing the human figure through a wall
Fadel M. Adib, Chen-Yu Hsu, Hongzi Mao, D. Katabi +1 more
2015ACM Transactions on Graphics456 citations Open access
Semantic Scholar
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation
Amy Zhao, Guha Balakrishnan, F. Durand, J. Guttag +1 more
2019Computer Vision and Pattern Recognition452 citations
Semantic Scholar
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering
Vincent Sitzmann, Semon Rezchikov, W. Freeman, J. Tenenbaum +1 more
2021Neural Information Processing Systems434 citations
Semantic Scholar
FastComposer: Tuning-Free Multi-subject Image Generation with Localized Attention
Guang-Xuan Xiao, Tianwei Yin, W. Freeman, F. Durand +1 more
2023International Journal of Computer Vision431 citations Open access
Semantic Scholar
Halide
Jonathan Ragan-Kelley, Andrew Adams, Dillon Sharlet, Connelly Barnes +4 more
2017Communications of the ACM349 citations Open access
Semantic Scholar
Single-image SVBRDF capture with a rendering-aware deep network
V. Deschaintre, M. Aittala, F. Durand, G. Drettakis +1 more
2018ACM Transactions on Graphics336 citations Open access
Semantic Scholar
Synthesizing Images of Humans in Unseen Poses
Guha Balakrishnan, Amy Zhao, Adrian V. Dalca, F. Durand +1 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition329 citations Open access
Semantic Scholar
Learning to optimize halide with tree search and random programs
Andrew Adams, Karima Ma, Luke Anderson, Riyadh Baghdadi +7 more
2019ACM Transactions on Graphics284 citations
Semantic Scholar
Learning-based Video Motion Magnification
Tae-Hyun Oh, Ronnachai Jaroensri, Changil Kim, Mohamed A. Elgharib +3 more
2018European Conference on Computer Vision199 citations Open access
Semantic Scholar
Video Camera–Based Vibration Measurement for Civil Infrastructure Applications
Justin G. Chen, A. Davis, Neal Wadhwa, F. Durand +2 more
2017197 citations
Semantic Scholar
Taichi
Yuanming Hu, Tzu-Mao Li, Luke Anderson, Jonathan Ragan-Kelley +1 more
2019ACM Transactions on Graphics193 citations Open access
Semantic Scholar
Learning Visual Importance for Graphic Designs and Data Visualizations
Z. Bylinskii, Nam Wook Kim, Peter O'Donovan, Sami Alsheikh +5 more
2017ACM Symposium on User Interface Software and Technology187 citations Open access
Semantic Scholar
Where Should Saliency Models Look Next?
Z. Bylinskii, Adrià Recasens, A. Borji, A. Oliva +2 more
2016European Conference on Computer Vision161 citations Open access
Semantic Scholar
Turning Corners into Cameras: Principles and Methods
K. Bouman, V. Ye, Adam B. Yedidia, F. Durand +3 more
2017IEEE International Conference on Computer Vision158 citations Open access
Semantic Scholar
Flexible SVBRDF Capture with a Multi‐Image Deep Network
V. Deschaintre, M. Aittala, F. Durand, G. Drettakis +1 more
2019Computer graphics forum (Print)145 citations Open access
Semantic Scholar
Unbiased warped-area sampling for differentiable rendering
S. Bangaru, Tzu-Mao Li, F. Durand
2020ACM Transactions on Graphics140 citations Open access
Semantic Scholar
Learning to generate line drawings that convey geometry and semantics
Caroline Chan, F. Durand, Phillip Isola
2022Computer Vision and Pattern Recognition137 citations Open access
Semantic Scholar
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks
M. Aittala, F. Durand
2018European Conference on Computer Vision136 citations Open access
Semantic Scholar
Differentiable programming for image processing and deep learning in halide
Tzu-Mao Li, Michaël Gharbi, Andrew Adams, F. Durand +1 more
2018ACM Transactions on Graphics135 citations Open access
Semantic Scholar
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision
A. Tewari, Tianwei Yin, George Cazenavette, Semon Rezchikov +4 more
2023Neural Information Processing Systems132 citations Open access
Semantic Scholar
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging
Xin Yuan, Yang Liu, Jin-Li Suo, F. Durand +1 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence120 citations Open access
Semantic Scholar
Video magnification in presence of large motions
Mohamed A. Elgharib, M. Hefeeda, F. Durand, W. Freeman
2015Computer Vision and Pattern Recognition120 citations
Semantic Scholar
Gradient-domain path tracing
M. Kettunen, M. Manzi, M. Aittala, J. Lehtinen +2 more
2015ACM Transactions on Graphics119 citations Open access
Semantic Scholar
Eulerian video magnification and analysis
Neal Wadhwa, Hao-Yu Wu, A. Davis, Michael Rubinstein +7 more
2016Communications of the ACM113 citations Open access
Semantic Scholar
Sample-based Monte Carlo denoising using a kernel-splatting network
Michaël Gharbi, Tzu-Mao Li, M. Aittala, J. Lehtinen +1 more
2019ACM Transactions on Graphics109 citations Open access
Semantic Scholar
An amphibious artificial vision system with a panoramic visual field
Mincheol Lee, Gil Ju Lee, Hyuk Jae Jang, Eehyung Joh +12 more
2022Nature Electronics101 citations
Semantic Scholar
A Dataset of Multi-Illumination Images in the Wild
Lukas Murmann, Michaël Gharbi, M. Aittala, F. Durand
2019IEEE International Conference on Computer Vision96 citations Open access
Semantic Scholar
On the Importance of Label Quality for Semantic Segmentation
A. Zlateski, Ronnachai Jaroensri, Prafull Sharma, F. Durand
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition87 citations Open access
Semantic Scholar
Motion microscopy for visualizing and quantifying small motions
Neal Wadhwa, Justin G. Chen, J. Sellon, D. Wei +10 more
2017Proceedings of the National Academy of Sciences of the United States of America83 citations Open access
Semantic Scholar
Downsampling scattering parameters for rendering anisotropic media
Shuang Zhao, Li-Fan Wu, F. Durand, Ravi Ramamoorthi
2016ACM Transactions on Graphics78 citations Open access
Semantic Scholar
Micron-scale light transport decomposition using interferometry
Ioannis Gkioulekas, Anat Levin, F. Durand, Todd Zickler
2015ACM Transactions on Graphics74 citations Open access
Semantic Scholar
OpenSketch
Yulia Gryaditskaya, M. Sypesteyn, J. Hoftijzer, S. Pont +2 more
2019ACM Transactions on Graphics73 citations Open access
Semantic Scholar
Aether
Luke Anderson, Tzu-Mao Li, J. Lehtinen, F. Durand
2017ACM Transactions on Graphics73 citations Open access
Semantic Scholar
BubbleView
Nam Wook Kim, Zoya Bylinskii, Michelle A. Borkin, Krzysztof Z Gajos +3 more
2017ACM Trans. Comput. Hum. Interact.68 citations Open access
Semantic Scholar
Inferring Light Fields from Shadows
Manel Baradad, V. Ye, Adam B. Yedidia, F. Durand +3 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition67 citations Open access
Semantic Scholar
Optimizing N-dimensional, winograd-based convolution for manycore CPUs
Zhen Jia, A. Zlateski, F. Durand, Kai Li
2018ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming58 citations
Semantic Scholar
Image-space modal bases for plausible manipulation of objects in video
A. Davis, Justin G. Chen, F. Durand
2015ACM Transactions on Graphics56 citations Open access
Semantic Scholar
Differentiable Rendering of Neural SDFs through Reparameterization
S. Bangaru, Michaël Gharbi, Fujun Luan, Tzu-Mao Li +6 more
2022ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia53 citations Open access
Semantic Scholar
When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations
Spandan Madan, Timothy M. Henry, Jamell Dozier, Helen Ho +5 more
2022Nature Machine Intelligence52 citations Open access
Semantic Scholar
Visual Vibrometry: Estimating Material Properties from Small Motions in Video
A. Davis, K. Bouman, Justin G. Chen, Michael Rubinstein +3 more
2017IEEE Transactions on Pattern Analysis and Machine Intelligence50 citations Open access
Semantic Scholar
Temporal gradient-domain path tracing
M. Manzi, M. Kettunen, F. Durand, Matthias Zwicker +1 more
2016ACM Transactions on Graphics45 citations Open access
Semantic Scholar
Understanding Infographics through Textual and Visual Tag Prediction
Z. Bylinskii, Sami Alsheikh, Spandan Madan, Adrià Recasens +4 more
2017arXiv.org41 citations
Semantic Scholar
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization
M. Aittala, Prafull Sharma, Lukas Murmann, Adam B. Yedidia +3 more
2019Neural Information Processing Systems40 citations
Semantic Scholar
Materialistic: Selecting Similar Materials in Images
Prafull Sharma, J. Philip, Michaël Gharbi, Bill Freeman +2 more
2023ACM Transactions on Graphics39 citations Open access
Semantic Scholar
Gemino: Practical and Robust Neural Compression for Video Conferencing
Vibhaalakshmi Sivaraman, Pantea Karimi, Vedantha Venkatapathy, Mehrdad Khani Shirkoohi +4 more
2022Symposium on Networked Systems Design and Implementation38 citations Open access
Semantic Scholar