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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025
Argumentative Fallacy Detection in Political Debates ACL 2025
Head2Body: Body Pose Generation from Multi-sensory Head-mounted Inputs ICCV 2025
ToolVQA: A Dataset for Multi-step Reasoning VQA with External Tools ICCV 2025
Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025
Flash-VStream: Efficient Real-Time Understanding for Long Video Streams ICCV 2025
V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025
VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding IJCAI 2025
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025
Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance IJCAI 2025
RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition IJCAI 2025
TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding ACL 2025
Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry IJCAI 2025
Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging IJCAI 2025
Text Augmented Correlation Transformer For Few-shot Classification & Segmentation CVPR 2025
RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network CVPR 2025
MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning IJCAI 2025
URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models EMNLP 2025
MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025
Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models EMNLP 2025
NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines IJCAI 2025
Open-Vocabulary Fine-Grained Hand Action Detection IJCAI 2025
HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals EMNLP 2025
LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025
ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media IJCAI 2025