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Machine Learning
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Domain Adaptation
8,656 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
Context-Aware Integration of Language and Visual References for Natural Language Tracking
CVPR 2024
Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation
CVPR 2024
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
CVPR 2024
Multimodal Representation Learning by Alternating Unimodal Adaptation
CVPR 2024
Generate Like Experts: Multi-Stage Font Generation by Incorporating Font Transfer Process into Diffusion Models
CVPR 2024
You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval
CVPR 2024
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
CVPR 2024
NB-GTR: Narrow-Band Guided Turbulence Removal
CVPR 2024
GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution
EACL 2024
Parameter-Efficient Conversational Recommender System as a Language Processing Task
EACL 2024
Towards Hierarchical Spoken Language Disfluency Modeling
EACL 2024
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching
EACL 2024
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration
EACL 2024
𝜇PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
EACL 2024
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer
EACL 2024
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages
EACL 2024
A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry
EACL 2024
TextBI: An Interactive Dashboard for Visualizing Multidimensional NLP Annotations in Social Media Data
EACL 2024
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases
EACL 2024
Arabic Synonym BERT-based Adversarial Examples for Text Classification
EACL 2024
Topic-guided Example Selection for Domain Adaptation in LLM-based Machine Translation
EACL 2024
Language + Molecules
EACL 2024
Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation
EACL 2024
Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach
EACL 2024
Re3val: Reinforced and Reranked Generative Retrieval
EACL 2024
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