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Collections including paper arxiv:2310.03744

Vision Language Models Papers 🖼️💬📝

Papers about vision-language models, most important ones are on top of the list.

Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 34
DeepSeek-VL: Towards Real-World Vision-Language Understanding

Paper • 2403.05525 • Published Mar 8 • 39
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities

Paper • 2308.12966 • Published Aug 24, 2023 • 6
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model

Paper • 2404.01331 • Published Mar 29 • 22

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 13
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 23
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 5
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 19

llava-hf/llava-1.5-7b-hf

Image-to-Text • Updated 9 days ago • 237k • 133
llava-hf/llava-v1.6-mistral-7b-hf

Image-Text-to-Text • Updated 9 days ago • 3.38M • 171
llava-hf/llava-v1.6-34b-hf

Image-Text-to-Text • Updated Apr 8 • 30.4k • 50
llava-hf/llava-1.5-13b-hf

Image-to-Text • Updated 9 days ago • 57.2k • 22

Multimodal Papers

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 13
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 5
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Paper • 2311.07574 • Published Nov 13, 2023 • 13
MyVLM: Personalizing VLMs for User-Specific Queries

Paper • 2403.14599 • Published Mar 21 • 14

Vision-Language Model

Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 10
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities

Paper • 2308.12966 • Published Aug 24, 2023 • 6
Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 34
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 5

Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 34

LLaVa-NeXT (also known as LLaVa-1.6) improves upon the 1.5 series by incorporating higher image resolutions and more reasoning/OCR datasets.

Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 34
llava-hf/llava-v1.6-mistral-7b-hf

Image-Text-to-Text • Updated 9 days ago • 3.38M • 171
llava-hf/llava-v1.6-vicuna-7b-hf

Image-Text-to-Text • Updated 9 days ago • 92.6k • 11
llava-hf/llava-v1.6-vicuna-13b-hf

Image-Text-to-Text • Updated 9 days ago • 43.5k • 10

Models - Images - Instruct

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Paper • 2304.15010 • Published Apr 28, 2023 • 4
Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 34
Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 10

Small Multimodal Models

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 141
LLaVA-φ: Efficient Multi-Modal Assistant with Small Language Model

Paper • 2401.02330 • Published Jan 4 • 11
Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 84
Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 10

Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 10
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 40
Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 34
Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 29

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