Continual Test-Time Domain Adaptation

25 March 2022

Qin Wang

Olga Fink

Luc Van Gool

Papers citing "Continual Test-Time Domain Adaptation"

50 / 264 papers shown

Title
Robust Test-Time Adaptation in Dynamic Scenarios Longhui Yuan Binhui Xie Shuangliang Li TTA 17 108 0 24 Mar 2023
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Ismail Nejjar Qin Wang Olga Fink 36 30 0 23 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 20 42 0 20 Mar 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training Yongyi Su Xun Xu Tianrui Li K. Jia OOD TTA 22 13 0 20 Mar 2023
TempT: Temporal consistency for Test-time adaptation O. Mutlu Mohammadmahdi Honarmand Saimourya Surabhi Dennis Paul Wall 14 6 0 19 Mar 2023
Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation Haozhi Cao Yuecong Xu Jianfei Yang Pengyu Yin Shenghai Yuan Lihua Xie TTA 14 17 0 18 Mar 2023
Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation Xiyu Wang Yuecong Xu Jianfei Yang Xiaoli Li Zhenghua Chen TTA 13 0 0 18 Mar 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation Devavrat Tomar Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran TTA 12 32 0 17 Mar 2023
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction Senqiao Yang Jiarui Wu Jiaming Liu Xiaoqi Li Qizhe Zhang Mingjie Pan Yulu Gan Zehui Chen Shanghang Zhang MDE VLM 24 18 0 17 Mar 2023
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization Jun S. Song Jungsoo Lee In So Kweon Sungha Choi TTA 21 79 0 03 Mar 2023
Learning to Adapt to Online Streams with Distribution Shifts Chenyan Wu Yimu Pan Yandong Li James Z. Wang TTA 12 3 0 02 Mar 2023
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation Yushun Tang Ce Zhang Heng Xu Shuoshuo Chen Jie Cheng Luziwei Leng Qinghai Guo Zhihai He TTA 34 24 0 02 Mar 2023
Temporal Coherent Test-Time Optimization for Robust Video Classification Chenyu Yi Siyuan Yang Yufei Wang Haoliang Li Yap-Peng Tan Alex C. Kot TTA 13 12 0 28 Feb 2023
Towards Stable Test-Time Adaptation in Dynamic Wild World Shuaicheng Niu Jiaxiang Wu Yifan Zhang Z. Wen Yaofo Chen P. Zhao Mingkui Tan TTA 22 212 0 24 Feb 2023
Assessing Domain Gap for Continual Domain Adaptation in Object Detection Anh-Dzung Doan Bach Long Nguyen Surabhi Gupta Ian Reid Markus Wagner Tat-Jun Chin TTA 11 4 0 21 Feb 2023
DC4L: Distribution Shift Recovery via Data-Driven Control for Deep Learning Models Vivian Lin Kuk Jin Jang Souradeep Dutta Michele Caprio O. Sokolsky Insup Lee OOD 18 6 0 20 Feb 2023
In Search for a Generalizable Method for Source Free Domain Adaptation Malik Boudiaf Tom Denton B. V. Merrienboer Vincent Dumoulin Eleni Triantafillou TTA 15 19 0 13 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 21 49 0 13 Feb 2023
TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation Hyesu Lim Byeonggeun Kim Jaegul Choo Sungha Choi TTA 17 85 0 10 Feb 2023
Improving Domain Generalization with Domain Relations Huaxiu Yao Xinyu Yang Xinyi Pan Shengchao Liu Pang Wei Koh Chelsea Finn OOD AI4CE 23 3 0 06 Feb 2023
Towards Label-Efficient Incremental Learning: A Survey Mert Kilickaya Joost van de Weijer Yuki M. Asano CLL 13 4 0 01 Feb 2023
DELTA: degradation-free fully test-time adaptation Bowen Zhao Chen Chen Shutao Xia TTA 36 55 0 30 Jan 2023
Uncovering Adversarial Risks of Test-Time Adaptation Tong Wu Feiran Jia Xiangyu Qi Jiachen T. Wang Vikash Sehwag Saeed Mahloujifar Prateek Mittal AAML TTA 6 8 0 29 Jan 2023
DEJA VU: Continual Model Generalization For Unseen Domains Chenxi Liu Lixu Wang Lingjuan Lyu Chen Sun Xiao Wang Qi Zhu CLL OOD 16 22 0 25 Jan 2023
Rethinking Precision of Pseudo Label: Test-Time Adaptation via Complementary Learning Jiayi Han Longbin Zeng Liang Du Weiyang Ding Jianfeng Feng OOD TTA 11 11 0 15 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 126 86 0 31 Dec 2022
A Probabilistic Framework for Lifelong Test-Time Adaptation Dhanajit Brahma Piyush Rai TTA 6 34 0 19 Dec 2022
Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management Jun S. Song Kwanyong Park Inkyu Shin Sanghyun Woo Chaoning Zhang In So Kweon TTA 6 6 0 16 Dec 2022
Source-free Depth for Object Pop-out Zongwei Wu D. Paudel Deng-Ping Fan Jingjing Wang Shuo Wang C. Demonceaux Radu Timofte Luc Van Gool 24 43 0 10 Dec 2022
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation Yulu Gan Yan Bai Yihang Lou Xianzheng Ma Renrui Zhang Nian Shi Lin Luo OOD VLM 14 67 0 08 Dec 2022
Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world Yulu Gan Mingjie Pan Rongyu Zhang Zijian Ling Lingran Zhao Jiaming Liu Shanghang Zhang VLM 20 15 0 02 Dec 2022
BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection Jiaming Liu Rongyu Zhang Xiaoqi Li Xiaowei Chi Zehui Chen Ming Lu Yandong Guo Shanghang Zhang 3DPC 26 4 0 30 Nov 2022
Unsupervised Continual Semantic Adaptation through Neural Rendering Zhizheng Liu Francesco Milano Jonas Frey Roland Siegwart Hermann Blum César Cadena CLL 6 18 0 25 Nov 2022
Video Test-Time Adaptation for Action Recognition Wei Lin M. Jehanzeb Mirza Mateusz Koziñski Horst Possegger Hilde Kuehne Horst Bischof TTA 29 31 0 24 Nov 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 8 1 0 23 Nov 2022
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation Mario Döbler Robert A. Marsden Bin Yang OOD TTA 6 81 0 23 Nov 2022
ActMAD: Activation Matching to Align Distributions for Test-Time-Training M. Jehanzeb Mirza Pol Jané Soneira W. Lin Mateusz Koziñski Horst Possegger Horst Bischof VLM TTA 16 19 0 23 Nov 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 8 13 0 22 Nov 2022
MATE: Masked Autoencoders are Online 3D Test-Time Learners M. Jehanzeb Mirza Inkyu Shin Wei Lin Andreas Schriebl Kunyang Sun ... Horst Possegger Mateusz Koziñski In So Kweon Kun-Jin Yoon Horst Bischof TTA 3DPC 25 14 0 21 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai F. I. F. Richard Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 8 11 0 08 Nov 2022
Variational Model Perturbation for Source-Free Domain Adaptation Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 16 25 0 19 Oct 2022
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation Jun-Kun Wang Andre Wibisono 11 7 0 18 Oct 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Marco Toldo Umberto Michieli Pietro Zanuttigh CLL VLM 17 5 0 13 Oct 2022
Test-time Training for Data-efficient UCDR Soumava Paul Titir Dutta Aheli Saha Abhishek Samanta Soma Biswas OOD 19 0 0 19 Aug 2022
Evaluating Continual Test-Time Adaptation for Contextual and Semantic Domain Shifts Tommie Kerssies Mert Kilickaya Joaquin Vanschoren OOD TTA 23 7 0 18 Aug 2022
Introducing Intermediate Domains for Effective Self-Training during Test-Time Robert A. Marsden Mario Döbler Bin Yang TTA OOD 14 8 0 16 Aug 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation Taesik Gong Jongheon Jeong Taewon Kim Yewon Kim Jinwoo Shin Sung-Ju Lee OOD TTA 14 120 0 10 Aug 2022
Test-Time Adaptation via Conjugate Pseudo-labels Sachin Goyal Mingjie Sun Aditi Raghunathan Zico Kolter OOD 12 94 0 20 Jul 2022
Feed-Forward Latent Domain Adaptation Ondrej Bohdal Da Li S. Hu Timothy M. Hospedales OOD 22 1 0 15 Jul 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Yongyi Su Xun Xu K. Jia TTA OOD 10 45 0 06 Jun 2022