Representation Learning

MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024 Memory-Scalable and Simplified Functional Map Learning CVPR 2024 Merging Multi-Task Models via Weight-Ensembling Mixture of Experts ICML 2024 MESA: Matching Everything by Segmenting Anything CVPR 2024 Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models COLING 2024 Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NeurIPS 2024 Meta-Learning Universal Priors Using Non-Injective Change of Variables NeurIPS 2024 Metalearning with Very Few Samples Per Task COLT 2024 MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024 Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NeurIPS 2024 METRA: Scalable Unsupervised RL with Metric-Aware Abstraction ICLR 2024 Metric Space Magnitude for Evaluating the Diversity of Latent Representations NeurIPS 2024 Metric Transforms and Low Rank Representations of Kernels for Fast Attention NeurIPS 2024 MEVTR: A Multilingual Model Enhanced with Visual Text Representations COLING 2024 MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series ICML 2024 MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition Interspeech 2024 MFF-EINV2: Multi-scale Feature Fusion across Spectral-Spatial-Temporal Domains for Sound Event Localization and Detection Interspeech 2024 MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition Interspeech 2024 MGMap: Mask-Guided Learning for Online Vectorized HD Map Construction CVPR 2024 MGNet: Learning Correspondences via Multiple Graphs AAAI 2024 MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024 mHuBERT-147: A Compact Multilingual HuBERT Model Interspeech 2024 MICS: Midpoint Interpolation To Learn Compact and Separated Representations for Few-Shot Class-Incremental Learning WACV 2024 Mimic: Speaking Style Disentanglement for Speech-Driven 3D Facial Animation AAAI 2024 Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 2024