multimodal learning

MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts NeurIPS 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 MetaJND: A Meta-Learning Approach for Just Noticeable Difference Estimation IJCAI 2024 MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking ACL 2024 Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NeurIPS 2024 MEVTR: A Multilingual Model Enhanced with Visual Text Representations COLING 2024 MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition Interspeech 2024 MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024 MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment AAAI 2024 MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024 MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024 MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NeurIPS 2024 MiRAGeNews: Multimodal Realistic AI-Generated News Detection EMNLP 2024 Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities CVPR 2024 Missingness-resilient Video-enhanced Multimodal Disfluency Detection Interspeech 2024 MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning ACL 2024 Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding ACL 2024 Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024 Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding CVPR 2024 Mitigating Object Hallucination via Concentric Causal Attention NeurIPS 2024 Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding COLING 2024 MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NeurIPS 2024 MMA-Diffusion: MultiModal Attack on Diffusion Models CVPR 2024