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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Relevance-assisted Generation for Robust Zero-shot Retrieval EMNLP 2023
Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023
Outcome Assumptions and Duality Theory for Balancing Weights AISTATS 2022
An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift AISTATS 2022
Particle-based Adversarial Local Distribution Regularization AISTATS 2022
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022
Leveraging Self-Supervision for Cross-Domain Crowd Counting CVPR 2022
Fast Distributionally Robust Learning with Variance-Reduced Min-Max Optimization AISTATS 2022
The HCCL System for the NIST SRE21 INTERSPEECH 2022
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition INTERSPEECH 2022
Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022
ASR-Robust Natural Language Understanding on ASR-GLUE dataset INTERSPEECH 2022
Towards Low-Cost and Efficient Malaria Detection CVPR 2022
UDA-COPE: Unsupervised Domain Adaptation for Category-Level Object Pose Estimation CVPR 2022
Cross-Domain Adaptive Teacher for Object Detection CVPR 2022
Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation IJCAI 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
Domain Adversarial Learning for Color Constancy IJCAI 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature IJCNLP 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation CVPR 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022