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Collections including paper arxiv:2407.01449

MIT Talk 31/10 Papers

NVLM: Open Frontier-Class Multimodal LLMs

Paper • 2409.11402 • Published Sep 17 • 71
BRAVE: Broadening the visual encoding of vision-language models

Paper • 2404.07204 • Published Apr 10 • 18
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Paper • 2403.18814 • Published Mar 27 • 44
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25 • 99

Papers I want to read

Papers in my to-read list

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13 • 67
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 126
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 53
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 85

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6 • 25
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6 • 12
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 38
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7 • 19

OCR+alternatives

ColPali: Efficient Document Retrieval with Vision Language Models

Paper • 2407.01449 • Published Jun 27 • 41

ColPali: Efficient Document Retrieval with Vision Language Models

Paper • 2407.01449 • Published Jun 27 • 41

Vision Language Models (VLMs)

ColPali: Efficient Document Retrieval with Vision Language Models

Paper • 2407.01449 • Published Jun 27 • 41

ColPali: Efficient Document Retrieval with Vision Language Models

Paper • 2407.01449 • Published Jun 27 • 41

Awesome Visual Embedding

RhapsodyAI/MiniCPM-V-Embedding-preview

Feature Extraction • Updated Aug 20 • 486 • 43
vidore/colidefics

Updated Jul 11 • 2
vidore/colpali

Updated Sep 27 • 35.6k • 369
Unifying Multimodal Retrieval via Document Screenshot Embedding

Paper • 2406.11251 • Published Jun 17 • 9

MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Paper • 2407.21770 • Published Jul 31 • 22
VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24 • 38
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective

Paper • 2407.08583 • Published Jul 11 • 10
Vision language models are blind

Paper • 2407.06581 • Published Jul 9 • 82

ColPali Paper Resources

Main resources for the paper: "ColPali: Efficient Document Retrieval with Vision Language Models"

ColPali: Efficient Document Retrieval with Vision Language Models

Paper • 2407.01449 • Published Jun 27 • 41
vidore/colpali

Updated Sep 27 • 35.6k • 369
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