Multimodal Learning

Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers NAACL 2024 Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts NAACL 2024 Lost Your Style? Navigating With Semantic-Level Approach for Text-To-Outfit Retrieval WACV 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 LOVA3: Learning to Visual Question Answering, Asking and Assessment NeurIPS 2024 Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs CVPR 2024 Low-Rank Similarity Mining for Multimodal Dataset Distillation ICML 2024 LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation CVPR 2024 LTRC-IIITH at MEDIQA-M3G 2024: Medical Visual Question Answering with Vision-Language Models NAACL 2024 LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment NeurIPS 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing SemEval 2024 M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation NeurIPS 2024 M2Beats: When Motion Meets Beats in Short-form Videos IJCAI 2024 M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Interspeech 2024 M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis AAAI 2024 M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024 M2SA: Multimodal and Multilingual Model for Sentiment Analysis of Tweets COLING 2024 M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024 M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection EMNLP 2024 M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought EMNLP 2024 M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data NeurIPS 2024 m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt COLING 2024 M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024 M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation NAACL 2024