Representation Learning

CapHuman: Capture Your Moments in Parallel Universes CVPR 2024 CASE: Exploiting Intra-class Compactness and Inter-class Separability of Feature Embeddings for Out-of-Distribution Detection AAAI 2024 Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning ICML 2024 Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024 Causal Estimation of Memorisation Profiles ACL 2024 Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization ICML 2024 Causal Representation Learning via Counterfactual Intervention AAAI 2024 CEDFlow: Latent Contour Enhancement for Dark Optical Flow Estimation AAAI 2024 chrF-S: Semantics Is All You Need EMNLP 2024 Clustering for Protein Representation Learning CVPR 2024 Cluster-Norm for Unsupervised Probing of Knowledge EMNLP 2024 CMD: a framework for Context-aware Model self-Detoxification EMNLP 2024 CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024 CodeJudge: Evaluating Code Generation with Large Language Models EMNLP 2024 CoFie: Learning Compact Neural Surface Representations with Coordinate Fields NeurIPS 2024 CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations ICML 2024 Colorizing Monochromatic Radiance Fields AAAI 2024 Color-Oriented Redundancy Reduction in Dataset Distillation NeurIPS 2024 Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024 Complexity Matters: Feature Learning in the Presence of Spurious Correlations ICML 2024 Compositional Video Understanding with Spatiotemporal Structure-based Transformers CVPR 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 Confidence-aware Contrastive Learning for Selective Classification ICML 2024 ConR: Contrastive Regularizer for Deep Imbalanced Regression ICLR 2024