Domain Adaptation 논문 목록

Domain Adaptation

tutorial : https://europe.naverlabs.com/eccv-2020-domain-adaptation-tutorial/

ECCV 2020 Domain Adaptation Tutorial

 

paper list

• Generate To Adapt: Aligning Domains using Generative Adversarial Networks (CVPR 2018)
• Maximum Classifier Discrepancy for Unsupervised Domain Adaptation (CVPR 2018)
• Semi-supervised Domain Adaptation via Minimax Entropy (ICCV 2019)
• Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation (ICCV 2019)
• Universal Domain Adaptation Through Self-supervision (NeurIPS 2020)
• Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Neighborhood Density (ICCV 2021)
• Learning Cross-Modal Contrastive Features for Video Domain Adaptation (ICCV 2021)
• CDS: Cross-domain Self-supervised Pre-training (ICCV 2021)
• A Unified Framework for Domain Adaptive Pose Estimation (ECCV 2022)
• A Broad Study of Pre-training for Domain Generalization and Adaptation (ECCV 2022)
• CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation (ICCV 2023)
• One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models (CVPRW 2023)
• Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation (WACV 2024)
• StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators (WACV 2024)
• Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation (arxiv)

 

기타 (to read)

• Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models (NeurIPS 2023)
• Going Beyond Nouns With Vision & Language Models Using Synthetic Data (ICCV 2023)
• CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning (CVPR 2023)
• ConStruct-VL: Data-Free Continual Structured VL Concepts Learning (CVPR 2023)
• OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers(NeurIPS 2021)
• Learning to Scale Multilingual Representations for Vision-Language Tasks (ECCV 2020)
• MULE: Multimodal Universal Language Embedding (AAAI 2020)