Representation Learning

Linking in Style: Understanding learned features in deep learning models ECCV 2024 Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024 LinNet: Linear Network for Efficient Point Cloud Representation Learning NeurIPS 2024 LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning CoRL 2024 LLM Circuit Analyses Are Consistent Across Training and Scale NeurIPS 2024 LLM-Empowered State Representation for Reinforcement Learning ICML 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs AAAI 2024 LLODIA: A Linguistic Linked Open Data Model for Diachronic Analysis COLING 2024 L+M-24: Building a Dataset for Language+Molecules @ ACL 2024 ACL 2024 Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis CVPR 2024 Locality Preserving Refinement for Shape Matching with Functional Maps AAAI 2024 Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models EACL 2024 Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner NeurIPS 2024 Localizing Memorization in SSL Vision Encoders NeurIPS 2024 Locally Adaptive Neural 3D Morphable Models CVPR 2024 Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024 Locating and Extracting Relational Concepts in Large Language Models ACL 2024 Locating Information Gaps and Narrative Inconsistencies Across Languages: A Case Study of LGBT People Portrayals on Wikipedia EMNLP 2024 LoCoNet: Long-Short Context Network for Active Speaker Detection CVPR 2024 LOCOST: State-Space Models for Long Document Abstractive Summarization EACL 2024 LoFiT: Localized Fine-tuning on LLM Representations NeurIPS 2024 LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP ACL 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 Long-range Brain Graph Transformer NeurIPS 2024