Representation Learning

Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking AAAI 2024 MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills EMNLP 2024 MultiSum: A Multi-Facet Approach for Extractive Social Summarization Utilizing Semantic and Sociological Relationships AAAI 2024 Multitarget Device-Free Localization via Cross-Domain Wi-Fi RSS Training Data and Attentional Prior Fusion AAAI 2024 Multi-Task Dense Prediction via Mixture of Low-Rank Experts CVPR 2024 Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts ICLR 2024 Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing ICML 2024 Multi-Transmotion: Pre-trained Model for Human Motion Prediction CoRL 2024 Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract) AAAI 2024 Multi-View Causal Representation Learning with Partial Observability ICLR 2024 MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning IJCAI 2024 Mutual Information Estimation via Normalizing Flows NeurIPS 2024 MVGamba: Unify 3D Content Generation as State Space Sequence Modeling NeurIPS 2024 MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts ICML 2024 MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling ACL 2024 NAST: Noise Aware Speech Tokenization for Speech Language Models Interspeech 2024 Natural Counterfactuals With Necessary Backtracking NeurIPS 2024 Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning EMNLP 2024 Navigate Beyond Shortcuts: Debiased Learning Through the Lens of Neural Collapse CVPR 2024 Navigating Chemical Space with Latent Flows NeurIPS 2024 Navigating the Effect of Parametrization for Dimensionality Reduction NeurIPS 2024 Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024 NB-GTR: Narrow-Band Guided Turbulence Removal CVPR 2024 NB Uttale: A Norwegian Pronunciation Lexicon with Dialect Variation COLING 2024 Nearest Neighbour Score Estimators for Diffusion Generative Models ICML 2024