domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

SOAP: Cross-Sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-Labelling WACV 2024

Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024

Diverse Imagenet Models Transfer Better WACV 2024

Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach AAAI 2024

Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024

SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment WACV 2024

FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models NIPS 2024

Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024

Mixed Children/Adult/Childrenized Fine-Tuning for Children’s ASR: How to Reduce Age Mismatch and Speaking Style Mismatch INTERSPEECH 2024

Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024

Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval AAAI 2024

Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024

Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 2024

Gradual Domain Adaptation: Theory and Algorithms JMLR 2024

NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024

2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation WACV 2024

Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target (RECaST) JMLR 2024

Nearest Neighbor Sampling for Covariate Shift Adaptation JMLR 2024

Domain Prompt Learning with Quaternion Networks CVPR 2024

Optical Flow Domain Adaptation via Target Style Transfer WACV 2024

StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators WACV 2024

TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024

Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024

UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024

Domain Aligned CLIP for Few-Shot Classification WACV 2024