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

IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models AACL 2025

Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning IJCAI 2025

Bringing RNNs Back to Efficient Open-Ended Video Understanding ICCV 2025

AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation ICCV 2025

Unified Open-World Segmentation with Multi-Modal Prompts ICCV 2025

RONA: Pragmatically Diverse Image Captioning with Coherence Relations NAACL 2025

PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models AACL 2025

Dual-Process Image Generation ICCV 2025

LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance ICCV 2025

VLG-BERT: Towards Better Interpretability in LLMs through Visual and Linguistic Grounding NAACL 2025

Enhancing Spoken Discourse Modeling in Language Models Using Gestural Cues ACL 2025

Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors ACL 2025

NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts ACL 2025

Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation IJCAI 2025

Large Language Models in Bioinformatics: A Survey ACL 2025

MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025

SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025

Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models ACL 2025

Contrastive Learning for Task-Independent SpeechLLM-Pretraining ACL 2025

Insights into Climate Change Narratives: Emotional Alignment and Engagement Analysis on TikTok ACL 2025

DHMoE: Diffusion Generated Hierarchical Multi-Granular Expertise for Stock Prediction AAAI 2025

The Power of Context: How Multimodality Improves Image Super-Resolution CVPR 2025

Dynamic Updates for Language Adaptation in Visual-Language Tracking CVPR 2025

Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition CVPR 2025

Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability ACL 2025