test-time adaptation
An approach where a model adjusts its operations or parameters during inference based on the specific context or characteristics of incoming data.
- $\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
- A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals
- An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
- Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment
- Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation
- CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation
- CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving
- D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
- DOTA: Distributional Test-time Adaptation of Vision-Language Models
- E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
- FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts
- Feature-Based Instance Neighbor Discovery: Advanced Stable Test-Time Adaptation in Dynamic World
- Lifelong Test-Time Adaptation via Online Learning in Tracked Low-Dimensional Subspace
- Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions
- Monitoring Risks in Test-Time Adaptation
- Parameter Dynamics of Online Machine Learning and Test-time Adaptation
- Partition-Then-Adapt: Combating Prediction Bias for Reliable Multi-Modal Test-Time Adaptation
- PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion
- ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains
- Rethinking Entropy in Test-Time Adaptation: The Missing Piece from Energy Duality
- RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
- SNAP: Low-Latency Test-Time Adaptation with Sparse Updates
- SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks
- Searching Latent Program Spaces
- Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems
- Statistics Caching Test-Time Adaptation for Vision-Language Models
- TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses
- Test-Time Adaptation by Causal Trimming
- Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation
- The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
- Time-Masked Transformers with Lightweight Test-Time Adaptation for Neural Speech Decoding
- Training-Free Test-Time Adaptation via Shape and Style Guidance for Vision-Language Models
- zip2zip: Inference-Time Adaptive Tokenization via Online Compression