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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

InstructOCR: Instruction Boosting Scene Text Spotting AAAI 2025
Sentiment Reasoning for Healthcare ACL 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025
Vision-Language Models Can't See the Obvious ICCV 2025
RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation ICCV 2025
Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text ICCV 2025
Egocentric Action-aware Inertial Localization in Point Clouds with Vision-Language Guidance ICCV 2025
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions ICCV 2025
Not Only Vision: Evolve Visual Speech Recognition via Peripheral Information ICCV 2025
Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025
V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025
ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos ACL 2025
CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models ICCV 2025
Intra-modal and Cross-modal Synchronization for Audio-visual Deepfake Detection and Temporal Localization ICCV 2025
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025
CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification ACL 2025
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025
Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach ACL 2025
Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion ACL 2025
GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking ACL 2025
Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues ACL 2025
Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025