Representation Learning

Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion NeurIPS 2024 Consistency of Dictionary-Based Manifold Learning AISTATS 2024 Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior CVPR 2024 Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024 Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning NeurIPS 2024 Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NeurIPS 2024 ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ACL 2024 Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening CVPR 2024 Contextrast: Contextual Contrastive Learning for Semantic Segmentation CVPR 2024 Context Tuning for Retrieval Augmented Generation EACL 2024 Contextual Correspondence Matters: Bidirectional Graph Matching for Video Summarization ECCV 2024 Contextual Feature Selection with Conditional Stochastic Gates ICML 2024 Continual Learning in the Frequency Domain NeurIPS 2024 Continual learning of multi-modal dynamics with external memory L4DC 2024 Continual Learning with Global Alignment NeurIPS 2024 Continual Learning with Pre-Trained Models: A Survey IJCAI 2024 Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks ICLR 2024 Continuous Invariance Learning ICLR 2024 Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach ICLR 2024 Continuous Product Graph Neural Networks NeurIPS 2024 Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding AAAI 2024 Continuous-Time Graph Representation with Sequential Survival Process AAAI 2024 CONTOR: Benchmarking Strategies for Completing Ontologies with Plausible Missing Rules EMNLP 2024 ContPhy: Continuum Physical Concept Learning and Reasoning from Videos ICML 2024 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024