representation learning

Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? ICLR 2024 CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024 Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks NAACL 2024 CARE: Co-Attention Network for Joint Entity and Relation Extraction COLING 2024 CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NeurIPS 2024 Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024 Cauchy-Schwarz Divergence Information Bottleneck for Regression ICLR 2024 Causal Estimation of Memorisation Profiles ACL 2024 Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval AAAI 2024 Causally Inspired Regularization Enables Domain General Representations AISTATS 2024 Causal Temporal Representation Learning with Nonstationary Sparse Transition NeurIPS 2024 CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning CVPR 2024 ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images CVPR 2024 Circuit Component Reuse Across Tasks in Transformer Language Models ICLR 2024 Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NeurIPS 2024 Classes Are Not Equal: An Empirical Study on Image Recognition Fairness CVPR 2024 Class Incremental Learning via Likelihood Ratio Based Task Prediction ICLR 2024 Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition IJCAI 2024 CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024 Code-Mixed Probes Show How Pre-Trained Models Generalise on Code-Switched Text COLING 2024 Cognitive Information Bottleneck: Extracting Minimal Sufficient Cognitive Language Processing Signals COLING 2024 Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 2024 Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024 Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024 Conditional Instrumental Variable Regression with Representation Learning for Causal Inference ICLR 2024