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Domain Adaptation

854 directly classified papers

Papers per year

Papers

AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation AAAI 2023
KIT’s Multilingual Speech Translation System for IWSLT 2023 ACL 2023
Learning Optimal Features via Partial Invariance AAAI 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning AAAI 2023
Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
Domain Generalized Stereo Matching via Hierarchical Visual Transformation CVPR 2023
Certifiable Out-of-Distribution Generalization AAAI 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective CVPR 2023
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023
Improved Test-Time Adaptation for Domain Generalization CVPR 2023
Progressive Transformation Learning for Leveraging Virtual Images in Training CVPR 2023
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing AAAI 2023
Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention AAAI 2023
Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo CVPR 2023
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction AAAI 2023
Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023
Improving Training and Inference of Face Recognition Models via Random Temperature Scaling AAAI 2023
Large-Scale Training Data Search for Object Re-Identification CVPR 2023
Internal Robust Representations for Domain Generalization AAAI 2023
Source-Free Adaptive Gaze Estimation by Uncertainty Reduction CVPR 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023
TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition CVPR 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023
Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment AAAI 2023