Domain Adaptation

Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design ICML 2024 Contextual Bandits with Budgeted Information Reveal AISTATS 2024 Contextual Feature Selection with Conditional Stochastic Gates ICML 2024 Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning ICML 2024 Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024 Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024 Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech EMNLP 2024 Continual Test-Time Domain Adaptation via Dynamic Sample Selection WACV 2024 CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions NeurIPS 2024 Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024 Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation AAAI 2024 Contrastive Learning and Inter-Speaker Distribution Alignment Based Unsupervised Domain Adaptation for Robust Speaker Verification Interspeech 2024 Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources ICML 2024 Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning ICML 2024 Controllable Image Synthesis of Industrial Data Using Stable Diffusion WACV 2024 Controlling Vision-Language Models for Multi-Task Image Restoration ICLR 2024 Copyright Traps for Large Language Models ICML 2024 CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection CVPR 2024 Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild AAAI 2024 CPN: Complementary Proposal Network for Unconstrained Text Detection AAAI 2024 Credal Learning Theory NeurIPS 2024 CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection ICML 2024 Cross-Covariate Gait Recognition: A Benchmark AAAI 2024 Cross-Device Collaborative Test-Time Adaptation NeurIPS 2024 Cross-Domain Audio Deepfake Detection: Dataset and Analysis EMNLP 2024