ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2204.02610
  4. Cited By
Efficient Test-Time Model Adaptation without Forgetting
v1v2 (latest)

Efficient Test-Time Model Adaptation without Forgetting

International Conference on Machine Learning (ICML), 2022
6 April 2022
Shuaicheng Niu
Jiaxiang Wu
Yifan Zhang
Yaofo Chen
S. Zheng
P. Zhao
Zhuliang Yu
    OODVLMTTA
ArXiv (abs)PDFHTML

Papers citing "Efficient Test-Time Model Adaptation without Forgetting"

50 / 296 papers shown
Reshaping the Online Data Buffering and Organizing Mechanism for
  Continual Test-Time Adaptation
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation
Zhilin Zhu
Xiaopeng Hong
Zhiheng Ma
Weijun Zhuang
Yaohui Ma
Yong Dai
Yaowei Wang
CLLTTA
306
7
0
12 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community
Yan Liu
Bin Guo
Nuo Li
Yasan Ding
Zhouyangzi Zhang
Zhiwen Yu
364
5
0
09 Jul 2024
Enhanced Model Robustness to Input Corruptions by Per-corruption
  Adaptation of Normalization Statistics
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics
Elena Camuffo
Umberto Michieli
Simone Milani
J. Moon
Mete Ozay
357
1
0
08 Jul 2024
Parameter-Selective Continual Test-Time Adaptation
Parameter-Selective Continual Test-Time Adaptation
Jiaxu Tian
Fan Lyu
TTACLL
264
3
0
02 Jul 2024
A Data-Centric Perspective on Evaluating Machine Learning Models for
  Tabular Data
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
Andrej Tschalzev
Sascha Marton
Stefan Lüdtke
Christian Bartelt
Heiner Stuckenschmidt
LMTD
367
10
0
02 Jul 2024
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully
  Test-time Adaptation
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation
Yushun Tang
Shuoshuo Chen
Zhehan Kan
Yi Zhang
Qinghai Guo
Zhihai He
314
5
0
27 Jun 2024
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments
Shilei Cao
Yan Liu
Lixian Zhang
Baoquan Zhao
Ziqi Yuan
Weijia Li
Runmin Dong
Haohuan Fu
TTAOOD
599
5
0
24 Jun 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
Zhuoxiao Chen
Junjie Meng
Mahsa Baktashmotlagh
Yonggang Zhang
Zi Huang
Yadan Luo
610
3
0
21 Jun 2024
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D
  Object Detection
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
Zhuoxiao Chen
Zixin Wang
Yadan Luo
Sen Wang
Zi Huang
AAML3DPC
196
3
0
19 Jun 2024
Continual Test-time Adaptation for End-to-end Speech Recognition on
  Noisy Speech
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech
Guan-Ting Lin
Wei-Ping Huang
Hung-yi Lee
VLMTTA
172
8
0
16 Jun 2024
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model
Kyeongjin Ahn
Sungwon Han
Sungwon Park
Jihee Kim
Sangyoon Park
Meeyoung Cha
289
8
0
12 Jun 2024
Learning Domain-Invariant Features for Out-of-Context News Detection
Learning Domain-Invariant Features for Out-of-Context News Detection
Yimeng Gu
Mengqi Zhang
Ignacio Castro
Shu Wu
Gareth Tyson
277
6
0
11 Jun 2024
Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic
  World
Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World
Qinting Jiang
Chuyang Ye
Dongyan Wei
Yuan Xue
Jingyan Jiang
Zhi Wang
219
1
0
08 Jun 2024
Adapting Prediction Sets to Distribution Shifts Without Labels
Adapting Prediction Sets to Distribution Shifts Without Labels
Kevin Kasa
Zhiyu Zhang
Heng Yang
Graham W. Taylor
405
2
0
03 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation
Proxy Denoising for Source-Free Domain Adaptation
Song Tang
Wenxin Su
Mao Ye
Jianwei Zhang
Xiatian Zhu
Xiatian Zhu
401
11
0
03 Jun 2024
Efficient Open Set Single Image Test Time Adaptation of Vision Language Models
Efficient Open Set Single Image Test Time Adaptation of Vision Language Models
Manogna Sreenivas
Soma Biswas
VLM
416
0
0
01 Jun 2024
Fully Test-Time Adaptation for Monocular 3D Object Detection
Fully Test-Time Adaptation for Monocular 3D Object Detection
Hongbin Lin
Yifan Zhang
Shuaicheng Niu
Shuguang Cui
Zhen Li
320
2
0
30 May 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active
  Learning and Model Selection
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection
Yushu Li
Yongyi Su
Xulei Yang
Kui Jia
Xun Xu
TTA
286
0
0
29 May 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
Matteo Farina
Gianni Franchi
Giovanni Iacca
Goran Frehse
Elisa Ricci
VLM
288
21
0
28 May 2024
Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
Yingwen Wu
Ruiji Yu
Xinwen Cheng
Zhengbao He
Xiaolin Huang
OODD
329
7
0
28 May 2024
Reliable Source Approximation: Source-Free Unsupervised Domain
  Adaptation for Vestibular Schwannoma MRI Segmentation
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
Hongye Zeng
Ke Zou
Zhihao Chen
Ru Zheng
Huazhu Fu
MedImDiffM
234
9
0
25 May 2024
Online Resource Allocation for Edge Intelligence with Colocated Model
  Retraining and Inference
Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference
Huaiguang Cai
Zhi Zhou
Qianyi Huang
170
7
0
25 May 2024
A Lost Opportunity for Vision-Language Models: A Comparative Study of
  Online Test-time Adaptation for Vision-Language Models
A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-time Adaptation for Vision-Language Models
Mario Döbler
Robert A. Marsden
Tobias Raichle
Bin Yang
VLM
209
10
0
23 May 2024
Controllable Continual Test-Time Adaptation
Controllable Continual Test-Time Adaptation
Ziqi Shi
Fan Lyu
Ye Liu
Fanhua Shang
Fuyuan Hu
Wei Feng
Zhang Zhang
Liang Wang
TTA
398
3
0
23 May 2024
Enhanced Online Test-time Adaptation with Feature-Weight Cosine
  Alignment
Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment
Weiqin Chuah
Ruwan Tennakoon
A. Bab-Hadiashar
206
1
0
12 May 2024
The Entropy Enigma: Success and Failure of Entropy Minimization
The Entropy Enigma: Success and Failure of Entropy MinimizationInternational Conference on Machine Learning (ICML), 2024
Ori Press
Ravid Shwartz-Ziv
Yann LeCun
Matthias Bethge
UQCV
485
22
0
08 May 2024
Dynamic Against Dynamic: An Open-set Self-learning Framework
Dynamic Against Dynamic: An Open-set Self-learning Framework
Haifeng Yang
Chuanxing Geng
Pong C. Yuen
Songcan Chen
335
2
0
27 Apr 2024
The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms
The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms
Fin Amin
Jung-Eun Kim
320
0
0
24 Apr 2024
QCore: Data-Efficient, On-Device Continual Calibration for Quantized
  Models -- Extended Version
QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models -- Extended Version
David Campos
Bin Yang
Tung Kieu
Miao Zhang
Chenjuan Guo
Christian S. Jensen
285
10
0
22 Apr 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for
  Online Test-Time Adaptation
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation
Yeonguk Yu
Sungho Shin
S. Back
Minhwan Ko
Sangjun Noh
Kyoobin Lee
TTAOOD
283
8
0
17 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation
Unified Entropy Optimization for Open-Set Test-Time Adaptation
Zhengqing Gao
Xu-Yao Zhang
Cheng-Lin Liu
TTA
257
13
0
09 Apr 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
Shurui Gui
Xiner Li
Shuiwang Ji
TTA
323
22
0
07 Apr 2024
Test Time Training for Industrial Anomaly Segmentation
Test Time Training for Industrial Anomaly Segmentation
Alex Costanzino
Pierluigi Zama Ramirez
Mirko Del Moro
Agostino Aiezzo
Giuseppe Lisanti
Samuele Salti
Luigi Di Stefano
175
2
0
04 Apr 2024
A Layer Selection Approach to Test Time Adaptation
A Layer Selection Approach to Test Time AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2024
Sabyasachi Sahoo
Mostafa ElAraby
Jonas Ngnawé
Y. Pequignot
Frédéric Precioso
Christian Gagné
239
0
0
04 Apr 2024
Test-Time Model Adaptation with Only Forward Passes
Test-Time Model Adaptation with Only Forward PassesInternational Conference on Machine Learning (ICML), 2024
Shuaicheng Niu
Chunyan Miao
Guohao Chen
Pengcheng Wu
Peilin Zhao
TTA
404
57
0
02 Apr 2024
AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation
AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation
Taeckyung Lee
Sorn Chottananurak
Taesik Gong
Sung-Ju Lee
244
7
0
01 Apr 2024
Test-Time Domain Generalization for Face Anti-Spoofing
Test-Time Domain Generalization for Face Anti-Spoofing
Qianyu Zhou
Ke-Yue Zhang
Taiping Yao
Xuequan Lu
Shouhong Ding
Lizhuang Ma
TTACVBMOOD
276
36
0
28 Mar 2024
MedBN: Robust Test-Time Adaptation against Malicious Test Samples
MedBN: Robust Test-Time Adaptation against Malicious Test Samples
Hyejin Park
Jeongyeon Hwang
Sunung Mun
Sangdon Park
Jungseul Ok
AAMLTTAOOD
243
8
0
28 Mar 2024
Test-time Adaptation Meets Image Enhancement: Improving Accuracy via
  Uncertainty-aware Logit Switching
Test-time Adaptation Meets Image Enhancement: Improving Accuracy via Uncertainty-aware Logit Switching
Shohei Enomoto
Naoya Hasegawa
Kazuki Adachi
Taku Sasaki
Shin'ya Yamaguchi
Satoshi Suzuki
Takeharu Eda
OODUQCV
312
3
0
26 Mar 2024
Test-time Similarity Modification for Person Re-identification toward
  Temporal Distribution Shift
Test-time Similarity Modification for Person Re-identification toward Temporal Distribution Shift
Kazuki Adachi
Shohei Enomoto
Taku Sasaki
Shin'ya Yamaguchi
OODTTA
242
3
0
21 Mar 2024
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization
  with Vision-Language Models
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models
Elaine Sui
Xiaohan Wang
Serena Yeung-Levy
VLM
276
21
0
19 Mar 2024
TTT-KD: Test-Time Training for 3D Semantic Segmentation through
  Knowledge Distillation from Foundation Models
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation ModelsInternational Conference on 3D Vision (3DV), 2024
Lisa Weijler
Muhammad Jehanzeb Mirza
Leon Sick
Can Ekkazan
Pedro Hermosilla
TTA
283
2
0
18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting
Zhuliang Yu
Guohao Chen
Jiaxiang Wu
Yifan Zhang
Yaofo Chen
Peilin Zhao
Shuaicheng Niu
TTAOOD
349
10
0
18 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation
Yeongtak Oh
Jonghyun Lee
Jooyoung Choi
Dahuin Jung
Uiwon Hwang
Sungroh Yoon
TTADiffM
338
6
0
16 Mar 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for
  Video Adverse Weather Removal
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather RemovalComputer Vision and Pattern Recognition (CVPR), 2024
Yijun Yang
Hongtao Wu
Angelica I. Aviles-Rivero
Yulun Zhang
Jing Qin
Lei Zhu
223
20
0
12 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of
  Disentangled Factors
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled FactorsInternational Conference on Learning Representations (ICLR), 2024
Jonghyun Lee
Dahuin Jung
Saehyung Lee
Junsung Park
Juhyeon Shin
Uiwon Hwang
Sungroh Yoon
TTAAAML
248
84
0
12 Mar 2024
Interactive Test-Time Adaptation with Reliable Spatial-Temporal Voxels for Multi-Modal Segmentation
Interactive Test-Time Adaptation with Reliable Spatial-Temporal Voxels for Multi-Modal Segmentation
Haozhi Cao
Yuecong Xu
Pengyu Yin
Xingyu Ji
Xingyu Ji
Jianfei Yang
Lihua Xie
TTA
250
0
0
11 Mar 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via
  Selective Entropy Distillation
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
Yaofo Chen
Shuaicheng Niu
Yaowei Wang
Shoukai Xu
Hengjie Song
Zhuliang Yu
354
13
0
27 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A
  Cross-Field Perspective
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective
Jeng-Lin Li
Chih-Fan Hsu
Ming-Ching Chang
Wei-Chao Chen
OOD
244
2
0
20 Feb 2024
Training-free image style alignment for self-adapting domain shift on
  handheld ultrasound devices
Training-free image style alignment for self-adapting domain shift on handheld ultrasound devices
Hongye Zeng
K. Zou
Zhihao Chen
Yuchong Gao
Hongbo Chen
...
Rick Siow Mong Goh
Yong-Jin Liu
Chang Jiang
Ru Zheng
Huazhu Fu
OOD
231
0
0
17 Feb 2024
Previous
123456
Next