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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 Optimal Transport Learning for Retinal Fundus Image Enhancement
WACV 2025
CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement
WACV 2025
Semantic Clustering of Image Retrieval Databases used for Visual Localization
WACV 2025
FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization
WACV 2025
LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology
WACV 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models
WACV 2025
Sun Off Lights On: Photorealistic Monocular Nighttime Simulation for Robust Semantic Perception
WACV 2025
Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach
WACV 2025
A Generic Vehicle-to-Sensor Calibration Framework
WACV 2025
Label Calibration in Source Free Domain Adaptation
WACV 2025
LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation
WACV 2025
McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
WACV 2025
Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors
WACV 2025
Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text
WACV 2025
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization
WACV 2025
ROADS: Robust Prompt-Driven Multi-Class Anomaly Detection under Domain Shift
WACV 2025
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction
WACV 2025
ColFigPhotoAttnNet: Reliable Finger Photo Presentation Attack Detection Leveraging Window-Attention on Color Spaces
WACV 2025
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer
WACV 2025
TLDR: Text Based Last-Layer Retraining for Debiasing Image Classifiers
WACV 2025
VipDiff: Towards Coherent and Diverse Video Inpainting via Training-Free Denoising Diffusion Models
WACV 2025
Multimodal Fusion Learning with Dual Attention for Medical Imaging
WACV 2025
Transferable-Guided Attention is All You Need for Video Domain Adaptation
WACV 2025
Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance
WACV 2025
Estimating Causal Effects of Text Interventions Leveraging LLMs
AACL 2025
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