Few-shot Domain Adaptation by Causal Mechanism Transfer

10 February 2020

Papers citing "Few-shot Domain Adaptation by Causal Mechanism Transfer"

20 / 20 papers shown

Title
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 71 13 0 15 Mar 2023
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 91 42,038 0 03 Dec 2019
Variational Autoencoders and Nonlinear ICA: A Unifying Framework Ilyes Khemakhem Diederik P. Kingma Ricardo Pio Monti Aapo Hyvarinen OOD 39 578 0 10 Jul 2019
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 132 2,190 0 05 Jul 2019
Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA R. Monti Kun Zhang Aapo Hyvarinen CML 29 91 0 19 Apr 2019
Bridging Theory and Algorithm for Domain Adaptation Yuchen Zhang Tianle Liu Mingsheng Long Michael I. Jordan 46 706 0 11 Apr 2019
Unsupervised Domain Adaptation Based on Source-guided Discrepancy Seiichi Kuroki Nontawat Charoenphakdee Han Bao Junya Honda Issei Sato Masashi Sugiyama 18 57 0 11 Sep 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 173 3,110 0 09 Jul 2018
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning Aapo Hyvarinen Hiroaki Sasaki Richard Turner OOD CML 64 318 0 22 May 2018
Causal Generative Domain Adaptation Networks Biwei Huang Kun Zhang Erdun Gao Clark Glymour Dacheng Tao Kayhan Batmanghelich CML OOD TTA 43 21 0 12 Apr 2018
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions Sara Magliacane T. V. Ommen Tom Claassen Stephan Bongers Philip Versteeg Joris M. Mooij OOD CML 72 235 0 20 Jul 2017
Learning Causal Structures Using Regression Invariance AmirEmad Ghassami Saber Salehkaleybar Negar Kiyavash Kun Zhang OOD CML 40 60 0 26 May 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 66 561 0 24 May 2017
Learning Bound for Parameter Transfer Learning Wataru Kumagai MLT SSL 28 16 0 27 Oct 2016
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA Aapo Hyvarinen H. Morioka CML OOD AI4TS 24 404 0 20 May 2016
Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics Stephan Clémençon A. Bellet Igor Colin 21 43 0 12 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 316 149,474 0 22 Dec 2014
Semi-Supervised Domain Adaptation with Non-Parametric Copulas David Lopez-Paz José Miguel Hernández-Lobato Bernhard Schölkopf 62 34 0 01 Jan 2013
On Causal and Anticausal Learning Bernhard Schölkopf Dominik Janzing J. Peters Eleni Sgouritsa Kun Zhang Joris Mooij CML 51 604 0 27 Jun 2012
Relative Density-Ratio Estimation for Robust Distribution Comparison M. Yamada Taiji Suzuki Takafumi Kanamori Hirotaka Hachiya Masashi Sugiyama 55 219 0 23 Jun 2011