conftrace_

test-time adaptation

312 papers

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Also known as

TTA

Co-occurring keywords

domain adaptation (4595) distribution shift (722) domain shift (318) vision-language model (2348) self-supervised learning (3777) domain generalization (1522) entropy minimization (67) continual learning (1181) zero-shot learning (3650) contrastive learning (4032)

Papers

Uncovering Adversarial Risks of Test-Time Adaptation ICML 2023
Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation ICML 2023
Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction ICCV 2023
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking ICCV 2023
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization ICCV 2023
Point-TTA: Test-Time Adaptation for Point Cloud Registration Using Multitask Meta-Auxiliary Learning ICCV 2023
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation ICCV 2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts ICCV 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback ICCV 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering ACL 2023
Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering EMNLP 2023
Learning to Transform for Generalizable Instance-wise Invariance ICCV 2023
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation CVPR 2023
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023
SoTTA: Robust Test-Time Adaptation on Noisy Data Streams NIPS 2023
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NIPS 2023
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification NIPS 2023
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback NIPS 2023
Adaptive Test-Time Personalization for Federated Learning NIPS 2023
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization NIPS 2023
Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning NIPS 2023
Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization ACL 2023
EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023
Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption CVPR 2023
Train/Test-Time Adaptation With Retrieval CVPR 2023