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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

MNLP@DravidianLangTech 2025: Transformer-based Multimodal Framework for Misogyny Meme Detection NAACL 2025
LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens EMNLP 2025
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes EMNLP 2025
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models EMNLP 2025
Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation CVPR 2025
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025
A Multimodal Recaptioning Framework to Account for Perceptual Diversity Across Languages in Vision-Language Modeling IJCNLP 2025
HerWILL@DravidianLangTech 2025: Ensemble Approach for Misogyny Detection in Memes Using Pre-trained Text and Vision Transformers NAACL 2025
TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025
Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025
Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025
LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025
Semantic and Sequential Alignment for Referring Video Object Segmentation CVPR 2025
Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking COLING 2025
Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025
TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025
Diagram-Driven Course Questions Generation EMNLP 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025
Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025
Multimodal Language Models See Better When They Look Shallower EMNLP 2025
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025