Domain Adaptation

Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks ICML 2025 Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025 Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025 Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025 TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations AAAI 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025 Team-SVNIT at JUST-NLP 2025: Domain-Adaptive Fine-Tuning of Multilingual Models for English–Hindi Legal Machine Translation AACL 2025 Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing ACL 2025 Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning ICML 2025 Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy WACV 2025 TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data ICLR 2025 Terminology-Constrained Translation from Monolingual Data Using GRPO EMNLP 2025 TestAgent: An Adaptive and Intelligent Expert for Human Assessment ACL 2025 Test-time Adaptation for Cross-modal Retrieval with Query Shift ICLR 2025 Test-time Adaptation for Image Compression with Distribution Regularization ICLR 2025 Test-Time Adaptation for Online Vision-Language Navigation with Feedback-based Reinforcement Learning ICML 2025 Test-time Adaptation for Regression by Subspace Alignment ICLR 2025 Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging WACV 2025 Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models WACV 2025 Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes ICML 2025 Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025 Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation IJCAI 2025 Test-Time Adaptation with Binary Feedback ICML 2025 Test-time Adapted Reinforcement Learning with Action Entropy Regularization ICML 2025 Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction NAACL 2025