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

Sign2Vis: Automated Data Visualization from Sign Language ACL 2025

Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025

A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production WACV 2025

Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025

monoVLN: Bridging the Observation Gap between Monocular and Panoramic Vision and Language Navigation ICCV 2025

DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025

Patch Ranking: Token Pruning as Ranking Prediction for Efficient CLIP WACV 2025

BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025

ExpertNeurons at SciVQA-2025: Retrieval Augmented VQA with Vision Language Model (RAVQA-VLM) ACL 2025

MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization ACL 2025

Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025

How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes ICCV 2025

ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025

ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos ACL 2025

V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025

Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025

HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025

Switch-a-View: View Selection Learned from Unlabeled In-the-wild Videos ICCV 2025

What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025

Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach ACL 2025

Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion ACL 2025

GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking ACL 2025

Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues ACL 2025

Exploring The Visual Feature Space for Multimodal Neural Decoding ICCV 2025