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

Multi-Space Alignments Towards Universal LiDAR Segmentation CVPR 2024

Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024

SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models AAAI 2024

Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments AAAI 2024

TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024

Fact Checking Beyond Training Set NAACL 2024

Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning NAACL 2024

Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parser NAACL 2024

NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024

Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024

Anchor-based Robust Finetuning of Vision-Language Models CVPR 2024

Building Robust Content Scoring Models for Student Explanations of Social Justice Science Issues NAACL 2024

An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024

PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees CVPR 2024

Day-Night Cross-domain Vehicle Re-identification CVPR 2024

Flexible Depth Completion for Sparse and Varying Point Densities CVPR 2024

Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition EMNLP 2024

Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024

ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations CVPR 2024

Unified Entropy Optimization for Open-Set Test-Time Adaptation CVPR 2024

Cross-Domain Audio Deepfake Detection: Dataset and Analysis EMNLP 2024

A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability CVPR 2024

Low-Resource Vision Challenges for Foundation Models CVPR 2024

Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness CVPR 2024

Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024