domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation ICCV 2025

Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025

Patent-CR: A Dataset for Patent Claim Revision NAACL 2025

Rethinking-based Code Summarization with Chain of Comments COLING 2025

Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder ICCV 2025

AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025

LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025

To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025

Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025

ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025

Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025

LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining AAAI 2025

MonoSOWA: Scalable Monocular 3D Object Detector Without Human Annotations ICCV 2025

OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer AAAI 2025

Experience Report: Implementing Machine Translation in a Regulated Industry EMNLP 2025

3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025

Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025

Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025

Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025

Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need ICCV 2025

Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025

DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025

Findings of the First Patent Claims Translation Task at WAT2025 IJCNLP 2025