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

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025

Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025

Learning to Highlight Audio by Watching Movies CVPR 2025

XTrack: Multimodal Training Boosts RGB-X Video Object Trackers ICCV 2025

Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025

Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing CVPR 2025

EgoLife: Towards Egocentric Life Assistant CVPR 2025

Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving CVPR 2025

IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025

AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025

iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025

Boosting Multimodal Learning via Disentangled Gradient Learning ICCV 2025

5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025

CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025

ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025

Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025

MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025

Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025

SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning ICCV 2025

Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025

MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025

Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025

SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025