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Multimodal Learning

13,057 papers

Papers per year

Papers

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025
Utilizing Vision-Language Models for Detection of Leaf-Based Diseases in Tomatoes AAAI 2025
AI-Driven Multicultural Identity Preservation AAAI 2025
Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025
AI-Driven Personalized Fall Prevention for Older Adults AAAI 2025
Falcon Medical Visual Question Answering AAAI 2025
MAFT: Multimodal Automated Fact-Checking via Textualization AAAI 2025
Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval AAAI 2025
Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance AAAI 2025
Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement AAAI 2025
GODDS: The Global Online Deepfake Detection System AAAI 2025
StarVector: Generating Scalable Vector Graphics Code from Images and Text AAAI 2025
AutoMV: An Autonomous Agent Framework for Real Estate Marketing Video Generation AAAI 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis AACL 2025
Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation AACL 2025
Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models AACL 2025
Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches AACL 2025
ASAudio: A Survey of Advanced Spatial Audio Research AACL 2025
StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies AACL 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data AACL 2025
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models AACL 2025
HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages AACL 2025
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series AACL 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs AACL 2025
R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation AACL 2025