Multimodal Learning

MedCycle: Unpaired Medical Report Generation via Cycle-Consistency NAACL 2024 Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024 MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning NAACL 2024 MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant CVPR 2024 Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models EMNLP 2024 MEEL: Multi-Modal Event Evolution Learning ACL 2024 Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis ICLR 2024 MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks NAACL 2024 MELD-ST: An Emotion-aware Speech Translation Dataset ACL 2024 MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models CVPR 2024 MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ACL 2024 MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification EMNLP 2024 MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention ACL 2024 Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations EACL 2024 MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024 Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024 Memory Efficient Neural Processes via Constant Memory Attention Block ICML 2024 Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning ICML 2024 MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts NeurIPS 2024 Merging Multi-Task Models via Weight-Ensembling Mixture of Experts ICML 2024 MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 MeshPose: Unifying DensePose and 3D Body Mesh Reconstruction CVPR 2024 MetaJND: A Meta-Learning Approach for Just Noticeable Difference Estimation IJCAI 2024 Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning ECCV 2024