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Multimodal Learning

323 directly classified papers

Papers per year

Papers

Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026
LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation WACV 2026
DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts AAAI 2026
Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation CVPR 2025
Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation ICCV 2025
Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025
ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval AAAI 2025
UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks EMNLP 2025
EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays COLING 2025
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025
External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding IJCAI 2025
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025
TEAM_STRIKERS@DravidianLangTech2025: Misogyny Meme Detection in Tamil Using Multimodal Deep Learning NAACL 2025
The_Deathly_Hallows@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025
Hybrid-Tower: Fine-grained Pseudo-query Interaction and Generation for Text-to-Video Retrieval ICCV 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SEMEVAL 2025
Cross-Aligned Fusion for Multimodal Understanding WACV 2025
Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025
Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ACL 2025
Multi-Modal Synergistic Implicit Image Enhancement for Efficient Optical Flow Estimation CVPR 2025
ClimbingCap: Multi-Modal Dataset and Method for Rock Climbing in World Coordinate CVPR 2025