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Domain Adaptation

183 directly classified papers

Papers per year

Papers

Multi-Agent Domain Calibration with a Handful of Offline Data NIPS 2024
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NIPS 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation CVPR 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach NIPS 2024
Unpaired Multi-Domain Causal Representation Learning NIPS 2023
Subspace Identification for Multi-Source Domain Adaptation NIPS 2023
On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NIPS 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation NIPS 2023
Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023
Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization CVPR 2023
Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ACL 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds CVPR 2023
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NIPS 2023
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation CVPR 2023
Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval AAAI 2023
MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation CVPR 2023
Guiding Computational Stance Detection with Expanded Stance Triangle Framework ACL 2023
Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment AAAI 2023
Prompt Discriminative Language Models for Domain Adaptation ACL 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation AAAI 2023
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift WACV 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation ACL 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation AAAI 2023