Representation Learning

Mitigating Hallucination in Fictional Character Role-Play EMNLP 2024 Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs ICML 2024 Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models NeurIPS 2024 Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024 Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024 Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024 Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ACL 2024 Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024 Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024 Moderate Message Passing Improves Calibration: A Universal Way to Mitigate Confidence Bias in Graph Neural Networks AAAI 2024 Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction EMNLP 2024 Molecule Design by Latent Prompt Transformer NeurIPS 2024 MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024 Monomial Matrix Group Equivariant Neural Functional Networks NeurIPS 2024 Monotonic Representation of Numeric Attributes in Language Models ACL 2024 More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024 MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space EMNLP 2024 Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology CVPR 2024 Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring CVPR 2024 msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression AAAI 2024 Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition NeurIPS 2024 Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing AAAI 2024 Multi-Head Mixture-of-Experts NeurIPS 2024 Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions AAAI 2024 Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning CVPR 2024