Invariant Representation via Decoupling Style and Spurious Features from
Images

Invariant Representation via Decoupling Style and Spurious Features from Images

11 December 2023

Defu Lian

Papers citing "Invariant Representation via Decoupling Style and Spurious Features from Images"

6 / 6 papers shown

Title
Learning to Substitute Components for Compositional Generalization ZeLin Li Gangwei Jiang Chenwang Wu Ying Wei Defu Lian Enhong Chen 62 0 0 28 Feb 2025
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 61 100 0 23 Jul 2020
Invariant Rationalization Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 179 201 0 22 Mar 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 215 404 0 12 Mar 2020
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 901 0 02 Mar 2020
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 177 9,332 0 28 May 2015