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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
EMaP: Explainable AI with Manifold-based Perturbations
JMLR 2025
Hearing Anywhere in Any Environment
CVPR 2025
Vision-Language Embodiment for Monocular Depth Estimation
CVPR 2025
Cross-Document Event-Keyed Summarization
ACL 2025
Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain
ACL 2025
Beyond Simple Edits: Composed Video Retrieval with Dense Modifications
ICCV 2025
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation
AAAI 2025
Enhancing Generalizability via Utilization of Unlabeled Data for Occupancy Perception
AAAI 2025
DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion
AAAI 2025
SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech
ACL 2025
FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs
ACL 2025
CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices
CVPR 2025
Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation
AAAI 2025
On the Power of Strategic Corpus Enrichment in Content Creation Games
AAAI 2025
Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation
AAAI 2025
Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?
CVPR 2025
See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI
AAAI 2025
ID-Patch: Robust ID Association for Group Photo Personalization
CVPR 2025
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection
AAAI 2025
Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation
AAAI 2025
Energy vs. Noise: Towards Robust Temporal Action Localization in Open-World
AAAI 2025
HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers
AAAI 2025
DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets
AAAI 2025
A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations
CVPR 2025
From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract)
AAAI 2025
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