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

ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025

Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025

REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025

CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025

Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025

Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025

Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation AAAI 2025

Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt AAAI 2025

Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025

Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models EMNLP 2025

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

RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection AAAI 2025

EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions AAAI 2025

Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences AAAI 2025

Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025

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

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

Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios WACV 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

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

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison NAACL 2025

Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation EMNLP 2025

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

Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025