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
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation Zixuan Hu Yichun Hu Ling-yu Duan TTA 54 0 0 07 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment Z. Wang Yang Zhou Jinhai Xiang Y. Wang Xinwei He VLM 42 0 0 05 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Z. Zhang Kai Zhang Qi Liu Weibo Gao J. H. Liu Jiaxia Yan Linan Yue Fangzhou Yao 128 0 0 04 May 2025
Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution for Robust Scene Graph Generation Changsheng Lv Mengshi Qi Z. Fu Huadong Ma 36 0 0 17 Apr 2025
R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning Lijun Sheng Jian Liang Z. Wang Ran He AAML VLM 36 0 0 15 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 62 0 0 10 Apr 2025
DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak 87 0 0 07 Apr 2025
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks Xinyu Luo Kecheng Chen P. Sun Chris Xing Tian Arindam Basu Haoliang Li TTA 76 0 0 03 Apr 2025
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates Kecheng Chen Xinyu Luo Tiexin Qin Jie Liu Hui Liu Victor Ho-Fun Lee Hong Yan Haoliang Li OOD MedIm 33 0 0 02 Apr 2025
FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation Mohammadmahdi Honarmand O. Mutlu Parnian Azizian Saimourya Surabhi Dennis Paul Wall TTA 75 0 0 29 Mar 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation Xiaoran Zhang Byung-Woo Hong Hyoungseob Park Daniel H. Pak Anne-Marie Rickmann Lawrence H. Staib James S. Duncan Alex Wong OOD MedIm 57 0 0 20 Mar 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Ming Cheng Y. Wang Deying Li Chenhui Gou Jianfei Cai 3DPC 87 0 0 15 Mar 2025
BTFL: A Bayesian-based Test-Time Generalization Method for Internal and External Data Distributions in Federated learning Yu Zhou Bingyan Liu FedML OOD TTA 57 0 0 09 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 52 0 0 07 Mar 2025
Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression Jie Liu Tiexin Qin Hui Liu Yilei Shi Lichao Mou Xiao Xiang Zhu Shiqi Wang Haoliang Li 45 0 0 06 Mar 2025
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis Doron Serebro Tammy Riklin-Raviv OOD 60 0 0 06 Mar 2025
Space Rotation with Basis Transformation for Training-free Test-Time Adaptation Chenhao Ding Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Xiang Song Alex C. Kot Yihong Gong TTA VLM 97 0 0 27 Feb 2025
Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial Robustness Emanuele Ballarin A. Ansuini Luca Bortolussi AAML 62 0 0 20 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 62 0 0 15 Feb 2025
Noise is an Efficient Learner for Zero-Shot Vision-Language Models Raza Imam Asif Hanif Jian Zhang Khaled Waleed Dawoud Yova Kementchedjhieva Mohammad Yaqub VLM 53 0 0 09 Feb 2025
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Bing-Huang Su Fanjiang Xu Hui Xiong 53 0 0 15 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 37 0 0 03 Jan 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Oghani Milad Cheraghalikhani David Osowiech Farzad Beizaee G. A. V. Hakim Ismail ben Ayed Christian Desrosiers 3DPC TTA 43 0 0 31 Dec 2024
Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio Gongyu Chen Haomin Zhang Chaofan Ding Zihao Chen Xinhan Di 35 0 0 23 Dec 2024
Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts Jihye Choi Jayaram Raghuram Yixuan Li Somesh Jha 108 4 0 18 Dec 2024
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Mingxi Lei Chunwei Ma Meng Ding Yufan Zhou Ziyun Huang Jinhui Xu 81 0 0 10 Dec 2024
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Trung-Hieu Hoang D. Vo Minh N. Do TTA AAML 94 0 0 02 Dec 2024
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation Shambhavi Mishra Julio Silva-Rodrıguez Ismail ben Ayed M. Pedersoli Jose Dolz VLM 77 1 0 26 Nov 2024
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models Xin Wang Kai-xiang Chen Jiaming Zhang Jingjing Chen Xingjun Ma AAML VPVLM VLM 83 1 0 20 Nov 2024
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation Wenjun Miao Guansong Pang Jin Zheng Xiao Bai OODD 38 1 0 28 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 30 4 0 27 Oct 2024
Feature Augmentation based Test-Time Adaptation Y. Cho Youngrae Kim Junho Yoon Seunghoon Hong Dongman Lee TPM TTA 32 0 0 18 Oct 2024
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models Ce Zhang Simon Stepputtis Katia P. Sycara Yaqi Xie VLM 35 5 0 16 Oct 2024
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation Zixin Wang Dong Gong Sen Wang Zi Huang Yadan Luo VLM 34 0 0 16 Oct 2024
Domain-Conditioned Transformer for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Jiyuan Jia Yi Zhang Zhihai He 23 2 0 14 Oct 2024
COME: Test-time adaption by Conservatively Minimizing Entropy Qingyang Zhang Yatao Bian Xinke Kong Peilin Zhao Changqing Zhang OOD TTA 78 1 0 12 Oct 2024
MITA: Bridging the Gap between Model and Data for Test-time Adaptation Yige Yuan Bingbing Xu Teng Xiao Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA 41 0 0 12 Oct 2024
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning Yongyi Su Yushu Li Nanqing Liu Kui Jia Xulei Yang Chuan-Sheng Foo Xun Xu TTA AAML 56 0 0 07 Oct 2024
Test-time Adaptation for Regression by Subspace Alignment Kazuki Adachi Shinýa Yamaguchi Atsutoshi Kumagai Tomoki Hamagami TTA 37 0 0 04 Oct 2024
Meta-TTT: A Meta-learning Minimax Framework For Test-Time Training Chen Tao Li Shen Soumik Mondal 23 0 0 02 Oct 2024
DOTA: Distributional Test-Time Adaptation of Vision-Language Models Zongbo Han Jialong Yang Junfan Li Qinghua Hu Qianli Xu Mike Zheng Shou Changqing Zhang TTA VLM 46 2 0 28 Sep 2024
Test-Time Augmentation Meets Variational Bayes Masanari Kimura Howard Bondell OOD BDL TDI 21 0 0 19 Sep 2024
Shadow Removal Refinement via Material-Consistent Shadow Edges Shilin Hu Hieu Le ShahRukh Athar Sagnik Das Dimitris Samaras 21 0 0 10 Sep 2024
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Yu Liang Shilei Cao Juepeng Zheng Jianxi Huang H. Fu Haohuan Fu TTA 42 0 0 29 Aug 2024
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets Sven Oehri Nikolas Ebert Ahmed Abdullah Didier Stricker Oliver Wasenmüller ViT 26 5 0 26 Aug 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation Yushun Tang Shuoshuo Chen Zhihe Lu Xinchao Wang Zhihai He 34 1 0 26 Aug 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 22 0 0 17 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 53 3 0 14 Aug 2024
Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation Ziyang Chen Yiwen Ye Yongsheng Pan Yong Xia 25 1 0 14 Aug 2024
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition Eunseop Yoon Hee Suk Yoon John Harvill M. Hasegawa-Johnson Chang D. Yoo TTA VLM 31 0 0 11 Aug 2024