Dilip Krishnan

Most-cited papers

Supervised Contrastive Learning
Prannay Khosla, Piotr Teterwak, Chen Wang, Aaron Sarna +5 more
2020Neural Information Processing Systems7,198 citations
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Contrastive Multiview Coding
Yong-Long Tian, Dilip Krishnan, Phillip Isola
2019European Conference on Computer Vision2,842 citations
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Deconvolutional networks
M. Zeiler, Dilip Krishnan, Graham W. Taylor, R. Fergus
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition1,701 citations
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Domain Separation Networks
K. Bousmalis, George Trigeorgis, N. Silberman, Dilip Krishnan +1 more
2016Neural Information Processing Systems1,653 citations
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What makes for good views for contrastive learning
Yong-Long Tian, Chen Sun, B. Poole, Dilip Krishnan +2 more
2020Neural Information Processing Systems1,650 citations
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Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks
K. Bousmalis, N. Silberman, David Dohan, D. Erhan +1 more
2016Computer Vision and Pattern Recognition1,637 citations Open access
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Fast Image Deconvolution using Hyper-Laplacian Priors
Dilip Krishnan, R. Fergus
2009Neural Information Processing Systems1,483 citations
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Contrastive Representation Distillation
Yong-Long Tian, Dilip Krishnan, Phillip Isola
2019International Conference on Learning Representations1,471 citations
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Blind deconvolution using a normalized sparsity measure
Dilip Krishnan, Terence Tay, R. Fergus
2011Computer Vision and Pattern Recognition1,206 citations
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Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?
Yong-Long Tian, Yue Wang, Dilip Krishnan, J. Tenenbaum +1 more
2020European Conference on Computer Vision1,110 citations Open access
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Muse: Text-To-Image Generation via Masked Generative Transformers
Huiwen Chang, Han Zhang, Jarred Barber, Aaron Maschinot +8 more
2023International Conference on Machine Learning816 citations Open access
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Fantastic Generalization Measures and Where to Find Them
Yiding Jiang, Behnam Neyshabur, Dilip Krishnan, H. Mobahi +1 more
2019International Conference on Learning Representations761 citations
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Restoring an Image Taken through a Window Covered with Dirt or Rain
D. Eigen, Dilip Krishnan, R. Fergus
2013IEEE International Conference on Computer Vision464 citations
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Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow
Kanit Wongsuphasawat, D. Smilkov, James Wexler, Jimbo Wilson +5 more
2018IEEE Transactions on Visualization and Computer Graphics351 citations
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Adversarial Robustness through Local Linearization
C. Qin, James Martens, Sven Gowal, Dilip Krishnan +6 more
2019Neural Information Processing Systems340 citations
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Large Margin Deep Networks for Classification
G. Elsayed, Dilip Krishnan, H. Mobahi, Kevin Regan +1 more
2018Neural Information Processing Systems336 citations
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Improving CLIP Training with Language Rewrites
Lijie Fan, Dilip Krishnan, Phillip Isola, D. Katabi +1 more
2023Neural Information Processing Systems313 citations Open access
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MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang +2 more
2022Computer Vision and Pattern Recognition301 citations Open access
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StyleDrop: Text-to-Image Generation in Any Style
Kihyuk Sohn, Nataniel Ruiz, Kimin Lee, Daniel Castro Chin +10 more
2023arXiv.org253 citations Open access
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StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners
Yong-Long Tian, Lijie Fan, Phillip Isola, Huiwen Chang +1 more
2023Neural Information Processing Systems253 citations Open access
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Reflection removal using ghosting cues
Yi-Chang Shih, Dilip Krishnan, F. Durand, W. Freeman
2015Computer Vision and Pattern Recognition250 citations Open access
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Predicting the Generalization Gap in Deep Networks with Margin Distributions
Yiding Jiang, Dilip Krishnan, H. Mobahi, Samy Bengio
2018International Conference on Learning Representations228 citations
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Crisp Boundary Detection Using Pointwise Mutual Information
Phillip Isola, Daniel Zoran, Dilip Krishnan, E. Adelson
2014European Conference on Computer Vision207 citations Open access
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Learning Ordinal Relationships for Mid-Level Vision
Daniel Zoran, Phillip Isola, Dilip Krishnan, W. Freeman
2015IEEE International Conference on Computer Vision195 citations Open access
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Synthesizing Normalized Faces from Facial Identity Features
Forrester Cole, David Belanger, Dilip Krishnan, Aaron Sarna +2 more
2017Computer Vision and Pattern Recognition153 citations Open access
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Dark flash photography
Dilip Krishnan, R. Fergus
2009ACM Transactions on Graphics143 citations
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Boundless: Generative Adversarial Networks for Image Extension
Dilip Krishnan, Piotr Teterwak, Aaron Sarna, Aaron Maschinot +3 more
2019IEEE International Conference on Computer Vision132 citations
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Learning visual groups from co-occurrences in space and time
Phillip Isola, Daniel Zoran, Dilip Krishnan, E. Adelson
2015arXiv.org126 citations
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Efficient preconditioning of laplacian matrices for computer graphics
Dilip Krishnan, R. Fattal, R. Szeliski
2013ACM Transactions on Graphics122 citations
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Simplified Transfer Learning for Chest Radiography Models Using Less Data.
Andrew B. Sellergren, Christina Chen, Zaid Nabulsi, Yuanzhen Li +14 more
2022Radiology79 citations
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Sparse, Smart Contours to Represent and Edit Images
Tali Dekel, Chuang Gan, Dilip Krishnan, Ce Liu +1 more
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition72 citations Open access
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Pyramid Adversarial Training Improves ViT Performance
Charles Herrmann, Kyle Sargent, Lu Jiang, R. Zabih +4 more
2021Computer Vision and Pattern Recognition69 citations Open access
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Multigrid and multilevel preconditioners for computational photography
Dilip Krishnan, R. Szeliski
2011ACM Transactions on Graphics47 citations
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A Primal-Dual Active-Set Method for Non-Negativity Constrained Total Variation Deblurring Problems
Dilip Krishnan, P. Lin, Andy M. Yip
2007IEEE Transactions on Image Processing44 citations
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A simple, efficient and scalable contrastive masked autoencoder for learning visual representations
Shlok Kumar Mishra, J. Robinson, Huiwen Chang, David W. Jacobs +3 more
2022arXiv.org41 citations Open access
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Intel 4 CMOS Technology Featuring Advanced FinFET Transistors optimized for High Density and High-Performance Computing
B. Sell, S. An, J. Armstrong, D. Bahr +79 more
20222022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)38 citations
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Gamma irradiation of coumarin in aqueous solution
K. Gopakumar, U. R. Kini, S. C. Ashawa, N. S. Bhandari +2 more
197735 citations
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Object-Aware Cropping for Self-Supervised Learning
Shlok Kumar Mishra, Anshul B. Shah, Ankan Bansal, Janit Anjaria +4 more
2021Trans. Mach. Learn. Res.31 citations
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Photoreactivation and repair replication in rat kangaroo cells.
Dilip Krishnan, R. Painter
1973Mutation research23 citations
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Shape and Illumination from Shading using the Generic Viewpoint Assumption
Daniel Zoran, Dilip Krishnan, José Bento, Bill Freeman
2014Neural Information Processing Systems21 citations
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Bi-directional 3D auto-regressive model approach to motion picture restoration
Wooi-Boon Goh, M. Chong, Showbhik Kalra, Dilip Krishnan
19961996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings21 citations
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A new auto-regressive (AR) model-based algorithm for motion picture restoration
Showbhik Kalra, M. Chong, Dilip Krishnan
1997IEEE International Conference on Acoustics, Speech, and Signal Processing20 citations
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Palaeozoic redbeds and radiolarian chert: reinterpretation of their relationship in the Bentong and Raub areas, West Pahang, Peninsular Malaysia
N. Haile, P. H. Stauffer, Dilip Krishnan, T. Lim
197719 citations
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An edge-preserving MRF model for the detection of missing data in image sequences
M. Chong, Dilip Krishnan
1998IEEE Signal Processing Letters18 citations
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Blind Deconvolution with Non-local Sparsity Reweighting
Dilip Krishnan, Joan Bruna, R. Fergus
201317 citations
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A primal-dual active-set algorithm for bilaterally constrained total variation deblurring and piecewise constant Mumford-Shah segmentation problems
Dilip Krishnan, Quang Vinh Pham, Andy M. Yip
2009Advances in Computational Mathematics16 citations
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Face Synthesis from Facial Identity Features
Forrester Cole, David Belanger, Dilip Krishnan, Aaron Sarna +2 more
2017arXiv.org15 citations
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Blind Deconvolution with Re-weighted Sparsity Promotion
Dilip Krishnan, Joan Bruna, R. Fergus
2013arXiv.org15 citations
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Understanding invariance via feedforward inversion of discriminatively trained classifiers
Piotr Teterwak, Chiyuan Zhang, Dilip Krishnan, M. Mozer
2021International Conference on Machine Learning12 citations
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What makes for good views for contrastive representation learning
B. Poole, Chen Sun, Cordelia Schmid, Dilip Krishnan +2 more
202012 citations
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