Semi-supervised Learning of Pushforwards For Domain Translation &
Adaptation

Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation

18 April 2023

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Papers citing "Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation"

18 / 18 papers shown

Title
Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows G. Morel Lucas Drumetz Simon Benaïchouche Nicolas Courty F. Rousseau OT 85 6 0 22 Sep 2022
Sliced-Wasserstein normalizing flows: beyond maximum likelihood training Florentin Coeurdoux N. Dobigeon P. Chainais TPM 33 6 0 12 Jul 2022
Neural Optimal Transport Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 186 96 0 28 Jan 2022
Universal Approximation for Log-concave Distributions using Well-conditioned Normalizing Flows Holden Lee Chirag Pabbaraju A. Sevekari Andrej Risteski 45 8 0 07 Jul 2021
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark Alexander Korotin Lingxiao Li Aude Genevay Justin Solomon Alexander N. Filippov Evgeny Burnaev OT 143 88 0 03 Jun 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 78 151 0 05 Mar 2021
Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization Chin-Wei Huang Ricky T. Q. Chen Christos Tsirigotis Aaron Courville OT 177 98 0 10 Dec 2020
Deep Spectral CNN for Laser Induced Breakdown Spectroscopy Juan Castorena Diane Oyen A. Ollila Carey Legget N. Lanza 26 36 0 03 Dec 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation Yogesh Balaji Ramalingam Chellappa Soheil Feizi OT 155 105 0 12 Oct 2020
Composing Normalizing Flows for Inverse Problems Jay Whang Erik M. Lindgren A. Dimakis TPM 93 51 0 26 Feb 2020
Normalizing Flows for Probabilistic Modeling and Inference George Papamakarios Eric T. Nalisnick Danilo Jimenez Rezende S. Mohamed Balaji Lakshminarayanan TPM AI4CE 207 1,697 0 05 Dec 2019
Optimal transport mapping via input convex neural networks Ashok Vardhan Makkuva Amirhossein Taghvaei Sewoong Oh Jason D. Lee OT 47 200 0 28 Aug 2019
Optimal Unsupervised Domain Translation Emmanuel de Bézenac Ibrahim Ayed Patrick Gallinari OT 35 19 0 04 Jun 2019
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation B. Damodaran B. Kellenberger Rémi Flamary D. Tuia Nicolas Courty OT OOD 80 466 0 27 Mar 2018
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 88 564 0 24 May 2017
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 272 3,702 0 26 May 2016
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 233 6,030 0 26 Sep 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,277 0 04 Jun 2013