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

MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding EACL 2026

M-MiniGPT4: Multilingual VLLM Alignment via Translated Data EACL 2026

DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning EACL 2026

ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking EACL 2026

Stochastic Parrots or True Virtuosos? Digging Deeper Into the Audio-Video Understanding of AVQA Models EACL 2026

MIDI-PHOR: Multi-View Distillation for Music Understanding and Captioning EACL 2026

Multimodal Claim Extraction for Fact-Checking EACL 2026

Vision-Language Models Align with Human Neural Representations in Concept Processing EACL 2026

DIVINE : Coordinating Multimodal Disentangled Representations for Oro-Facial Neurological Disorder Assessment EACL 2026

Scale Is All You Need: Analyzing Modality Interaction and Speaker Intent Without Fine-Tuning EACL 2026

The Art of Saying "Maybe": A Conformal Lens for Uncertainty Benchmarking in VLMs EACL 2026

A Multimodal Framework for Aphasia Severity Classification in Russian EACL 2026

IdiomRanker-X at MWE-2026 AdMIRe 2: Multilingual Idiom-Image Alignment via Low-Rank Adaptation of Cross-Encoders EACL 2026

VisAffect at MWE-2026 AdMIRe 2: IMMCAN Idiom Multimodal Cross-Attention Network EACL 2026

Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective AAAI 2026

MUSE: Multimodal Uncertainty-Based Self-Driven Evolution for Robust Physiological-Signal–Based Driver Fatigue Detection AAAI 2026

PDE-Driven Spatiotemporal Generative Modeling for Multilead ECG Synthesis AAAI 2026

Stop Mixing Things Up! BISCUIT Teaches Vision-Language Models to Learn New Concepts from Images on the Spot AAAI 2026

Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026

EVOKE: Efficient and High-Fidelity EEG-to-Video Reconstruction via Decoupling Implicit Neural Representation AAAI 2026

FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning AAAI 2026

Points Meet Pixels: Bridging 2D Vision-Language Model and 3D Perception Gaps for Point Cloud Quality Assessment AAAI 2026

RL-U2Net: A Dual-Branch UNet with Reinforcement Learning-Assisted Multimodal Feature Fusion for Accurate 3D Whole-Heart Segmentation AAAI 2026

Learning Knowledge from Textual Descriptions for 3D Human Pose Estimation AAAI 2026

Towards Multimodal Continual Knowledge Embedding with Modality Forgetting Modulation AAAI 2026