Domain Adaptation

Self-Supervised Vision for Climate Downscaling IJCAI 2024 Self-Train Before You Transcribe Interspeech 2024 Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NeurIPS 2024 Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation CVPR 2024 Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024 Semi-supervised Group DRO: Combating Sparsity with Unlabeled Data ALT 2024 Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NeurIPS 2024 Semi-supervised learning with Noisy Students improves domain generalization in optic disc and cup segmentation in uncropped fundus images MIDL 2024 SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets ICML 2024 SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment WACV 2024 SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion Classification COLING 2024 SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis ACL 2024 Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation NeurIPS 2024 Sequential LLM Framework for Fashion Recommendation EMNLP 2024 SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation AAAI 2024 SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation ICLR 2024 SGDCL: Semantic-Guided Dynamic Correlation Learning for Explainable Autonomous Driving IJCAI 2024 SHADOW: Leveraging Segmentation Masks for Cross-Embodiment Policy Transfer CoRL 2024 ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection From RGB-Thermal Drone Imagery WACV 2024 Shallow Discourse Parsing on Twitter Conversations COLING 2024 Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024 Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation ICLR 2024 SimCS: Simulation for Domain Incremental Online Continual Segmentation AAAI 2024 SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models AAAI 2024 Similarity-Navigated Conformal Prediction for Graph Neural Networks NeurIPS 2024