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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
M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection
CVPR 2024
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model
CVPR 2024
Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation
CVPR 2024
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning
CVPR 2024
Learning to Remove Wrinkled Transparent Film with Polarized Prior
CVPR 2024
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
CVPR 2024
Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective
CVPR 2024
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer
CVPR 2024
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
CVPR 2024
Robust Depth Enhancement via Polarization Prompt Fusion Tuning
CVPR 2024
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval
CVPR 2024
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation
CVPR 2024
EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension
CVPR 2024
WinSyn: : A High Resolution Testbed for Synthetic Data
CVPR 2024
Misalignment-Robust Frequency Distribution Loss for Image Transformation
CVPR 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
CVPR 2024
Material Palette: Extraction of Materials from a Single Image
CVPR 2024
TRINS: Towards Multimodal Language Models that Can Read
CVPR 2024
Accurate Training Data for Occupancy Map Prediction in Automated Driving Using Evidence Theory
CVPR 2024
TEA: Test-time Energy Adaptation
CVPR 2024
Unifying Automatic and Interactive Matting with Pretrained ViTs
CVPR 2024
Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens
CVPR 2024
Generalizable Face Landmarking Guided by Conditional Face Warping
CVPR 2024
A Bayesian Approach to OOD Robustness in Image Classification
CVPR 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning
CVPR 2024
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