Representation Learning

MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts EMNLP 2024 MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins NeurIPS 2024 MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding EMNLP 2024 MoCha-Stereo: Motif Channel Attention Network for Stereo Matching CVPR 2024 MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024 MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024 Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration CVPR 2024 Modality Translation Learning for Joint Speech-Text Model Interspeech 2024 Model Based Inference of Synaptic Plasticity Rules NeurIPS 2024 Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024 Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction AAAI 2024 Modeling Boundedly Rational Agents with Latent Inference Budgets ICLR 2024 Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024 Modeling Drivers’ Situational Awareness from Eye Gaze for Driving Assistance CoRL 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 Modeling Personalized Retweeting Behaviors for Multi-Stage Cascade Popularity Prediction IJCAI 2024 Modeling probabilistic reduction across domains with Naive Discriminative Learning Interspeech 2024 Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems ICLR 2024 Modeling Stereo-Confidence out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep AAAI 2024 Modelling Argumentation for an User Opinion Aggregation Tool COLING 2024 Modelling complex vector drawings with stroke-clouds ICLR 2024 Modelling Microbial Communities with Graph Neural Networks ICML 2024 MOFI: Learning Image Representations from Noisy Entity Annotated Images ICLR 2024 MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024 Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective ICML 2024