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Domain Adaptation
8656 directly classified papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks
ACL 2025
Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation
ACL 2025
Evaluating the Quality of Benchmark Datasets for Low-Resource Languages: A Case Study on Turkish
ACL 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts
IJCNLP 2025
Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks
ICCV 2025
GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning
ICCV 2025
Modeling Saliency Dataset Bias
ICCV 2025
Music Grounding by Short Video
ICCV 2025
Unlearning the Noisy Correspondence Makes CLIP More Robust
ICCV 2025
SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting
ICCV 2025
CARIM: Caption-Based Autonomous Driving Scene Retrieval via Inclusive Text Matching
ICCV 2025
ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation
ICCV 2025
One Last Attention for Your Vision-Language Model
ICCV 2025
OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning
ICCV 2025
GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields
ICCV 2025
Benefit From Seen: Enhancing Open-Vocabulary Object Detection by Bridging Visual and Textual Co-Occurrence Knowledge
ICCV 2025
Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval
ICCV 2025
MM-IFEngine: Towards Multimodal Instruction Following
ICCV 2025
Scaling and Taming Adversarial Training with Synthetic Data
ICCV 2025
Decouple and Track: Benchmarking and Improving Video Diffusion Transformers For Motion Transfer
ICCV 2025
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
ICCV 2025
IRR: Image Review Ranking Framework for Evaluating Vision-Language Models
COLING 2025
Retrieval-Augmented Generation for Large Language Model based Few-shot Chinese Spell Checking
COLING 2025
CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency
COLING 2025
NyayaAnumana and INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis
COLING 2025
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