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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025
Utilizing Vision-Language Models for Detection of Leaf-Based Diseases in Tomatoes AAAI 2025
ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation ICCV 2025
Large Multi-modal Models Can Interpret Features in Large Multi-modal Models ICCV 2025
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow ICCV 2025
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025
VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts COLING 2025
PanSt3R: Multi-view Consistent Panoptic Segmentation ICCV 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025
BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025
SA-Occ: Satellite-Assisted 3D Occupancy Prediction in Real World ICCV 2025
Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding CVPR 2025
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation ICCV 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology ICCV 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SEMEVAL 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance ICCV 2025
Joint Vision-Language Social Bias Removal for CLIP CVPR 2025
ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection ICCV 2025
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025