2024 "test-time adaptation" Papers

CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation

Hajin Shim, Changhun Kim, Eunho Yang

DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding

Jincen Jiang, Qianyu Zhou, Yuhang Li et al.

Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation

Yeongtak Oh, Jonghyun Lee, Jooyoung Choi et al.

Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction

Senqiao Yang, Jiarui Wu, Jiaming Liu et al.

Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation

JUNYU GAO, Xuan Yao, Changsheng Xu

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection

Luzhi Wang, Di Jin, He Zhang et al.

MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection

Hongbin Lin, Yifan Zhang, SHUAICHENG NIU et al.

STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay

Yu Yongcan, Lijun Sheng, Ran He et al.

TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules

Weijieying Ren, Xiaoting Li, Huiyuan Chen et al.

Test-Time Degradation Adaptation for Open-Set Image Restoration

Yuanbiao Gou, Haiyu Zhao, Boyun Li et al.

Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization

Test-time Model Adaptation for Image Reconstruction Using Self-supervised Adaptive Layers

Zhao Yutian, Tianjing Zhang, Hui JI

Test-Time Model Adaptation with Only Forward Passes

Shuaicheng Niu, Chunyan Miao, Guohao Chen et al.

Test-Time Regret Minimization in Meta Reinforcement Learning

Mirco Mutti, Aviv Tamar

Test-Time Stain Adaptation with Diffusion Models for Histopathology Image Classification

Cheng-Chang Tsai, Yuan-Chih Chen, Chun-Shien Lu

The Entropy Enigma: Success and Failure of Entropy Minimization

Ori Press, Ravid Shwartz-Ziv, Yann LeCun et al.

Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization

Yongyi Su, Xun Xu, Kui Jia

Unraveling Batch Normalization for Realistic Test-Time Adaptation

Zixian Su, Jingwei Guo, Kai Yao et al.