What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models
Paper
• 2405.15668 • Published
Multimodal Image Classification
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On Large Multimodal Models as Open-World Image Classifiers
Paper • 2503.21851 • Published • 5 -
Benchmarking Large Language Models for Image Classification of Marine Mammals
Paper • 2410.19848 • Published -
Parameter-Inverted Image Pyramid Networks for Visual Perception and Multimodal Understanding
Paper • 2501.07783 • Published • 8 -
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language Models
Paper • 2408.12808 • Published -
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers
Paper • 2412.00142 • Published • 5 -
Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
Paper • 2410.18387 • Published -
How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks
Paper • 2507.01955 • Published • 36 -
MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models
Paper • 2505.19415 • Published • 2 -
MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis
Paper • 2509.06617 • Published • 1 -
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
Paper • 2502.09598 • Published -
DuPLUS: Dual-Prompt Vision-Language Framework for Universal Medical Image Segmentation and Prognosis
Paper • 2510.03483 • Published • 1 -
Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion
Paper • 2502.04263 • Published • 1 -
GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing
Paper • 2501.06828 • Published -
A multi-modal dataset for insect biodiversity with imagery and DNA at the trap and individual level
Paper • 2507.06972 • Published -
RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model
Paper • 2504.04988 • Published -
Towards Explainable Fake Image Detection with Multi-Modal Large Language Models
Paper • 2504.14245 • Published -
MINT: Multi-modal Chain of Thought in Unified Generative Models for Enhanced Image Generation
Paper • 2503.01298 • Published • 1 -
How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation
Paper • 2505.18956 • Published • 1 -
MMGR: Multi-Modal Generative Reasoning
Paper • 2512.14691 • Published • 119 -
CSFMamba: Cross State Fusion Mamba Operator for Multimodal Remote Sensing Image Classification
Paper • 2509.00677 • Published -
Head Pursuit: Probing Attention Specialization in Multimodal Transformers
Paper • 2510.21518 • Published -
Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation
Paper • 2505.21549 • Published -
MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis
Paper • 2506.08900 • Published • 4