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Machine Learning
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Application Areas
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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
Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction
AAAI 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning
AAAI 2024
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection
AAAI 2024
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation
AAAI 2024
LaViP: Language-Grounded Visual Prompting
AAAI 2024
Modeling Stereo-Confidence out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep
AAAI 2024
Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition
AAAI 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing
AAAI 2024
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection
AAAI 2024
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction
AAAI 2024
Weakly Supervised Open-Vocabulary Object Detection
AAAI 2024
Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization
AAAI 2024
DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels
AAAI 2024
Differentiable Auxiliary Learning for Sketch Re-Identification
AAAI 2024
Improving Cross-Modal Alignment with Synthetic Pairs for Text-Only Image Captioning
AAAI 2024
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation
AAAI 2024
Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging
AAAI 2024
FedST: Federated Style Transfer Learning for Non-IID Image Segmentation
AAAI 2024
Pay Attention to Target: Relation-Aware Temporal Consistency for Domain Adaptive Video Semantic Segmentation
AAAI 2024
SA²VP: Spatially Aligned-and-Adapted Visual Prompt
AAAI 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification
AAAI 2024
Automatic Radiology Reports Generation via Memory Alignment Network
AAAI 2024
Diverse Person: Customize Your Own Dataset for Text-Based Person Search
AAAI 2024
Data-Free Generalized Zero-Shot Learning
AAAI 2024
Divide and Conquer: Hybrid Pre-training for Person Search
AAAI 2024
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