Representation Learning

Long Range Propagation on Continuous-Time Dynamic Graphs ICML 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024 Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ACL 2024 LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024 Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps EMNLP 2024 Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024 Loopy-SLAM: Dense Neural SLAM with Loop Closures CVPR 2024 LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models ICML 2024 Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics NeurIPS 2024 Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024 Low-dimensional Style Token Control for Hyperarticulated Speech Synthesis Interspeech 2024 Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning CLeaR 2024 Low-Rank Matrix Estimation in the Presence of Change-Points JMLR 2024 Low-rank MDPs with Continuous Action Spaces AISTATS 2024 LPNL: Scalable Link Prediction with Large Language Models ACL 2024 LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024 LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024 LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024 LUPET: Incorporating Hierarchical Information Path into Multilingual ASR Interspeech 2024 M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024 M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy AAAI 2024 Machine Unlearning for Image-to-Image Generative Models ICLR 2024 MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models ICML 2024 MaGGIe: Masked Guided Gradual Human Instance Matting CVPR 2024 Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification CVPR 2024