Representation Learning

Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024 Pre-training General User Representation with Multi-type APP Behaviors IJCAI 2024 Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains ICML 2024 Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning ICLR 2024 Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NeurIPS 2024 Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization NeurIPS 2024 Preventing Model Collapse in Gaussian Process Latent Variable Models ICML 2024 Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024 PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control ICML 2024 Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models ICML 2024 Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption ICML 2024 Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models ICML 2024 Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness NeurIPS 2024 Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics NeurIPS 2024 Probabilistic Graph Rewiring via Virtual Nodes NeurIPS 2024 Probabilistic Self-supervised Representation Learning via Scoring Rules Minimization ICLR 2024 Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics COLING 2024 Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024 Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion CVPR 2024 Probing the Category of Verbal Aspect in Transformer Language Models NAACL 2024 ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024 Program Synthesis with Best-First Bottom-Up Search (Abstract Reprint) AAAI 2024 Progressive Fourier Neural Representation for Sequential Video Compilation ICLR 2024 Progressive High-Frequency Reconstruction for Pan-Sharpening with Implicit Neural Representation AAAI 2024 Progressively Modality Freezing for Multi-Modal Entity Alignment ACL 2024