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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
Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds
CVPR 2024
NAPGuard: Towards Detecting Naturalistic Adversarial Patches
CVPR 2024
Unified Language-driven Zero-shot Domain Adaptation
CVPR 2024
Category-Level Multi-Part Multi-Joint 3D Shape Assembly
CVPR 2024
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images
CVPR 2024
Discriminative Probing and Tuning for Text-to-Image Generation
CVPR 2024
TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation
CVPR 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
CVPR 2024
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems
CVPR 2024
Domain Gap Embeddings for Generative Dataset Augmentation
CVPR 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving
CVPR 2024
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
CVPR 2024
Modality-Collaborative Test-Time Adaptation for Action Recognition
CVPR 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation
CVPR 2024
Any-Shift Prompting for Generalization over Distributions
CVPR 2024
High-Quality Facial Geometry and Appearance Capture at Home
CVPR 2024
Structured Model Probing: Empowering Efficient Transfer Learning by Structured Regularization
CVPR 2024
The Neglected Tails in Vision-Language Models
CVPR 2024
Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection
CVPR 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
CVPR 2024
DAVE - A Detect-and-Verify Paradigm for Low-Shot Counting
CVPR 2024
Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID
CVPR 2024
Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes
CVPR 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding
CVPR 2024
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
CVPR 2024
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