Domain Adaptation

Compositional Few-Shot Class-Incremental Learning ICML 2024 Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024 Computerized Adaptive Testing via Collaborative Ranking NeurIPS 2024 Conditional Language Learning with Context ICML 2024 Conditional Synthesis of 3D Molecules with Time Correction Sampler NeurIPS 2024 ConEC: Earnings Call Dataset with Real-world Contexts for Benchmarking Contextual Speech Recognition COLING 2024 Confidence-aware Hypothesis Transfer Networks for Source-Free Cross-Corpus Speech Emotion Recognition Interspeech 2024 Conflict-Alleviated Gradient Descent for Adaptive Object Detection IJCAI 2024 Conformalized Time Series with Semantic Features NeurIPS 2024 Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them) ICML 2024 Confounders in Instance Variation for the Analysis of Data Contamination ACL 2024 Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments AAAI 2024 Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data NeurIPS 2024 Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters NeurIPS 2024 Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations ICML 2024 Consistency-guided Prompt Learning for Vision-Language Models ICLR 2024 Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration AAAI 2024 Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NeurIPS 2024 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation CVPR 2024 Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation CVPR 2024 Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data ICML 2024 Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation NAACL 2024 Context-Aware Integration of Language and Visual References for Natural Language Tracking CVPR 2024 Context-Aware LLM Translation System Using Conversation Summarization and Dialogue History EMNLP 2024 Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs EMNLP 2024