MEMO: Test Time Robustness via Adaptation and Augmentation

18 October 2021

Papers citing "MEMO: Test Time Robustness via Adaptation and Augmentation"

50 / 211 papers shown

Title
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Haoyu Dong N. Konz Han Gu Maciej Mazurowski OOD 16 4 0 14 Feb 2024
Gradient Alignment with Prototype Feature for Fully Test-time Adaptation Juhyeon Shin Jonghyun Lee Saehyung Lee Minjun Park Dongjun Lee Uiwon Hwang Sungroh Yoon 24 1 0 14 Feb 2024
Improving Black-box Robustness with In-Context Rewriting Kyle O'Brien Nathan Ng Isha Puri Jorge Mendez Hamid Palangi Yoon Kim Marzyeh Ghassemi Tom Hartvigsen 44 6 0 13 Feb 2024
Variational Continual Test-Time Adaptation Fan Lyu Kaile Du Yuyang Li Hanyu Zhao Zhang Zhang Guangcan Liu Liang Wang TTA BDL 29 6 0 13 Feb 2024
Multiple Random Masking Autoencoder Ensembles for Robust Multimodal Semi-supervised Learning Alexandru-Raul Todoran Marius Leordeanu 23 0 0 12 Feb 2024
Consistency Based Unsupervised Self-training For ASR Personalisation Jisi Zhang Vandana Rajan Haaris Mehmood David Tuckey Pablo Peso Parada Md. Asif Jalal Karthikeyan P. Saravanan Gil Ho Lee Jungin Lee Seokyeong Jung 20 0 0 22 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak A. Roy-Chowdhury 25 0 0 06 Jan 2024
The Pros and Cons of Adversarial Robustness Yacine Izza João Marques-Silva AAML 25 1 0 18 Dec 2023
Unraveling Batch Normalization for Realistic Test-Time Adaptation A. Mondal Jingwei Guo B. Roy C. Roy Qiufeng Wang Kevin A. Schneider 25 4 0 15 Dec 2023
What, How, and When Should Object Detectors Update in Continually Changing Test Domains? Jayeon Yoo Dongkwan Lee Inseop Chung Donghyun Kim Nojun Kwak OOD VLM TTA 27 4 0 12 Dec 2023
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation Longhui Yuan Shuangliang Li Zhuo He Binhui Xie TTA VLM 42 1 0 04 Dec 2023
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Heng Li Ziqin Lin Zhongxi Qiu Zinan Li Huazhu Fu Yan Hu Jiang-Dong Liu MedIm 29 9 0 03 Dec 2023
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Mengkang Lu Yong-quan Xia OOD VLM MedIm 35 5 0 30 Nov 2023
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation Younggeol Cho Youngrae Kim Dongman Lee 17 1 0 30 Nov 2023
Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling Mrigank Raman Rohan Shah Akash Kannan Pranit Chawla DiffM 19 0 0 29 Nov 2023
Model-free Test Time Adaptation for Out-Of-Distribution Detection Yi-Fan Zhang Xue Wang Tian Zhou Kun Yuan Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan TTA OODD 30 4 0 28 Nov 2023
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation Junyu Gao Xuan Yao Changsheng Xu TTA 27 3 0 22 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 26 3 0 14 Nov 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers Kangda Wei Sayan Ghosh Rakesh R Menon Shashank Srivastava 27 2 0 13 Nov 2023
Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation Junyoung Park Jin-Hwa Kim Hyeongjun Kwon Ilhoon Yoon Kwanghoon Sohn 25 7 0 10 Nov 2023
Effective Restoration of Source Knowledge in Continual Test Time Adaptation Fahim Faisal Niloy Sk. Miraj Ahmed Dripta S. Raychaudhuri Samet Oymak A. Roy-Chowdhury KELM CLL TTA 13 10 0 08 Nov 2023
Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization Jameel Hassan Hanan Gani Noor Hussein Muhammad Uzair Khattak Muzammal Naseer Fahad Shahbaz Khan Salman Khan VLM OOD 53 61 0 02 Nov 2023
Improving Entropy-Based Test-Time Adaptation from a Clustering View Guoliang Lin Hanjiang Lai Yan Pan Jian Yin OOD TTA 18 2 0 31 Oct 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 15 0 31 Oct 2023
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction Zeshuai Deng Zhuokun Chen Shuaicheng Niu Thomas H. Li Bohan Zhuang Mingkui Tan 19 22 0 29 Oct 2023
Adaptive Test-Time Personalization for Federated Learning Wenxuan Bao Tianxin Wei Haohan Wang Jingrui He TTA OOD 25 14 0 28 Oct 2023
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition Shuoyuan Wang Jindong Wang Huajun Xi Bob Zhang Lei Zhang Hongxin Wei TTA 22 12 0 28 Oct 2023
Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation Imad Eddine Marouf Subhankar Roy Enzo Tartaglione Stéphane Lathuilière CLL 16 3 0 17 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 22 10 0 07 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 22 2 0 07 Oct 2023
CSI: Enhancing the Robustness of 3D Point Cloud Recognition against Corruption Zhuoyuan Wu Jiachen Sun Chaowei Xiao 3DPC 36 1 0 05 Oct 2023
Bag of Tricks for Fully Test-Time Adaptation Saypraseuth Mounsaveng Florent Chiaroni Malik Boudiaf M. Pedersoli Ismail Ben Ayed TTA 24 7 0 03 Oct 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback Teresa Yeo Oğuzhan Fatih Kar Zahra Sodagar Amir Zamir TTA OOD 29 3 0 27 Sep 2023
VPA: Fully Test-Time Visual Prompt Adaptation Jiachen Sun Mark Ibrahim Melissa Hall Ivan Evtimov Z. Morley Mao Cristian Canton Ferrer C. Hazirbas VLM 43 6 0 26 Sep 2023
Dream the Impossible: Outlier Imagination with Diffusion Models Xuefeng Du Yiyou Sun Xiaojin Zhu Yixuan Li 22 53 0 23 Sep 2023
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation Skyler Seto B. Theobald Federico Danieli Navdeep Jaitly Dan Busbridge TTA OOD 37 6 0 07 Sep 2023
Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization Hanqiu Deng Zhaoxiang Zhang Jinan Bao Xingyu Li VLM 27 4 0 30 Aug 2023
Is it an i or an l: Test-time Adaptation of Text Line Recognition Models Debapriya Tula S. Paul Gagan Madan P. Garst R. Ingle Gaurav Aggarwal VLM 62 0 0 29 Aug 2023
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Jungsoo Lee Debasmit Das Jaegul Choo Sungha Choi TTA VLM 32 26 0 14 Aug 2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning Chun-Mei Feng Kai Yu Yong Liu Salman Khan W. Zuo VLM 20 76 0 11 Aug 2023
Online Continual Learning for Robust Indoor Object Recognition Umberto Michieli Mete Ozay 26 9 0 19 Jul 2023
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization Akshay Mehra Yunbei Zhang B. Kailkhura Jihun Hamm 23 2 0 17 Jul 2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning Zhenyi Wang Enneng Yang Li Shen Heng-Chiao Huang KELM MU 29 47 0 16 Jul 2023
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling Sameer Ambekar Zehao Xiao Jiayi Shen Xiantong Zhen Cees G. M. Snoek BDL OOD 30 1 0 08 Jul 2023
Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Yongcan Yu Lijun Sheng R. He Jian Liang OOD VLM TTA 33 15 0 06 Jul 2023
Confidence-Based Model Selection: When to Take Shortcuts for Subpopulation Shifts Annie S. Chen Yoonho Lee Amrith Rajagopal Setlur Sergey Levine Chelsea Finn OOD 16 5 0 19 Jun 2023
RDumb: A simple approach that questions our progress in continual test-time adaptation Ori Press Steffen Schneider Matthias Kümmerer Matthias Bethge TTA 20 26 0 08 Jun 2023
On Pitfalls of Test-Time Adaptation Hao Zhao Yuejiang Liu Alexandre Alahi Tao R. Lin TTA 29 39 0 06 Jun 2023
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction Robert A. Marsden Mario Döbler Bin Yang TTA 22 30 0 01 Jun 2023
Contextual Vision Transformers for Robust Representation Learning Yu Bao Theofanis Karaletsos ViT 21 13 0 30 May 2023