multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025

DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students’ Hand-Drawn Math Images NAACL 2025

Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025

EgoCast: Forecasting Egocentric Human Pose in the Wild WACV 2025

Learning Visual Grounding from Generative Vision and Language Model WACV 2025

Now You See Me: Context-Aware Automatic Audio Description WACV 2025

Focusing on What to Decode and What to Train: SOV Decoding with Specific Target Guided DeNoising and Vision Language Advisor WACV 2025

FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025

Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025

VMAs: Video-to-Music Generation via Semantic Alignment in Web Music Videos WACV 2025

Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding WACV 2025

Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information WACV 2025

Cross-Aligned Fusion for Multimodal Understanding WACV 2025

Mixed Patch Visible-Infrared Modality Agnostic Object Detection WACV 2025

Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios WACV 2025

Multimodal Interpretable Depression Analysis using Visual Physiological Audio and Textual Data WACV 2025

Towards Real-Time Open-Vocabulary Video Instance Segmentation WACV 2025

DMPT: Decoupled Modality-Aware Prompt Tuning for Multi-Modal Object Re-Identification WACV 2025

CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025

Paladin: Understanding Video Intentions in Political Advertisement Videos WACV 2025

Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025

VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning NAACL 2025

A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization NAACL 2025

Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025

OVQA: A Dataset for Visual Question Answering and Multimodal Research in Odia Language COLING 2025