domain adaptation

Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024 Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation ICLR 2024 Towards Robust In-Context Learning for Machine Translation with Large Language Models COLING 2024 Towards Understanding Extrapolation: a Causal Lens NeurIPS 2024 Towards Unsupervised Model Selection for Domain Adaptive Object Detection NeurIPS 2024 Traffic Scene Parsing through the TSP6K Dataset CVPR 2024 Training BERT Models to Carry over a Coding System Developed on One Corpus to Another COLING 2024 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024 Transfer Learning for Diffusion Models NeurIPS 2024 Transfer learning for tensor Gaussian graphical models JMLR 2024 Transfer Learning Using Inaccurate Physics Rule for Streamflow Prediction IJCAI 2024 Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target (RECaST) JMLR 2024 Transferring disentangled representations: bridging the gap between synthetic and real images NeurIPS 2024 Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets ICLR 2024 TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024 Triple Feature Disentanglement for One-Stage Adaptive Object Detection AAAI 2024 TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation CVPR 2024 Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning ICLR 2024 Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries NAACL 2024 UDON: Universal Dynamic Online distillatioN for generic image representations NeurIPS 2024 UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NeurIPS 2024 Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer CVPR 2024 Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024 Understanding the Transferability of Representations via Task-Relatedness NeurIPS 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024