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Vision-Language Models

685 directly classified papers

Papers per year

Papers

MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024
MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ACL 2024
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024
InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ACL 2024
Active Prompt Learning in Vision Language Models CVPR 2024
LEGENT: Open Platform for Embodied Agents ACL 2024
Cross-Modal Projection in Multimodal LLMs Doesn’t Really Project Visual Attributes to Textual Space ACL 2024
AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024
Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024
MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations ACL 2024
Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models CVPR 2024
DeVAn: Dense Video Annotation for Video-Language Models ACL 2024
Sieve: Multimodal Dataset Pruning using Image Captioning Models CVPR 2024
The Devil is in the Fine-Grained Details: Evaluating Open-Vocabulary Object Detectors for Fine-Grained Understanding CVPR 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024
Pixel-Aligned Language Model CVPR 2024
Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models ACL 2024
SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024
One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models CVPR 2024
Distilling Vision-Language Models on Millions of Videos CVPR 2024
Discovering Syntactic Interaction Clues for Human-Object Interaction Detection CVPR 2024
Learning Multi-Dimensional Human Preference for Text-to-Image Generation CVPR 2024
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024