Domain Adaptation

Unlearning the Noisy Correspondence Makes CLIP More Robust ICCV 2025 Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation ICCV 2025 Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ACL 2025 Unlocking Post-hoc Dataset Inference with Synthetic Data ICML 2025 Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025 Unsupervised Domain Adaptive Person Search via Dual Self-Calibration AAAI 2025 Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025 Unsupervised Sustainability Report Labeling based on the integration of the GRI and SDG standards ACL 2025 Unveiling AI’s Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors ICML 2025 Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward ACL 2025 UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection SemEval 2025 UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025 Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets NAACL 2025 Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting ICML 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025 Using Encipherment to Isolate Conditions for the Successful Fine-tuning of Massively Multilingual Translation Models EMNLP 2025 Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025 Utilizing Vision-Language Models for Detection of Leaf-Based Diseases in Tomatoes AAAI 2025 V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video ICCV 2025 VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology ICLR 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 Variety delights (sometimes) - Annotation differences in morphologically annotated corpora ACL 2025 Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors ICLR 2025 Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025 VideoGEM: Training-free Action Grounding in Videos CVPR 2025