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Collections including paper arxiv:2404.09204

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 • 37
DeepSeek-VL: Towards Real-World Vision-Language Understanding

Paper • 2403.05525 • Published Mar 8, 2024 • 40
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities

Paper • 2308.12966 • Published Aug 24, 2023 • 7
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model

Paper • 2404.01331 • Published Mar 29, 2024 • 25

Top Vision-Language Papers 🖼️💬📝

A curated list of papers on vision-language models, with the most influential ones at the top.

Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 37
DeepSeek-VL: Towards Real-World Vision-Language Understanding

Paper • 2403.05525 • Published Mar 8, 2024 • 40
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities

Paper • 2308.12966 • Published Aug 24, 2023 • 7
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model

Paper • 2404.01331 • Published Mar 29, 2024 • 25

Multimodal Papers

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 15
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 8
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Paper • 2311.07574 • Published Nov 13, 2023 • 14
MyVLM: Personalizing VLMs for User-Specific Queries

Paper • 2403.14599 • Published Mar 21, 2024 • 15

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Paper • 2404.09990 • Published Apr 15, 2024 • 12
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15, 2024 • 11
TextHawk: Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models

Paper • 2404.09204 • Published Apr 14, 2024 • 10
Taming Latent Diffusion Model for Neural Radiance Field Inpainting

Paper • 2404.09995 • Published Apr 15, 2024 • 6

Papers - Embeddings - Scalable Positional Encodings

TextHawk: Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models

Paper • 2404.09204 • Published Apr 14, 2024 • 10

Papers - Huawei

DiJiang: Efficient Large Language Models through Compact Kernelization

Paper • 2403.19928 • Published Mar 29, 2024 • 10
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Paper • 2309.12284 • Published Sep 21, 2023 • 19
TextHawk: Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models

Paper • 2404.09204 • Published Apr 14, 2024 • 10
SAGS: Structure-Aware 3D Gaussian Splatting

Paper • 2404.19149 • Published Apr 29, 2024 • 12

Papers - Image - Encoders - Clip

TextCraftor: Your Text Encoder Can be Image Quality Controller

Paper • 2403.18978 • Published Mar 27, 2024 • 13
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation

Paper • 2404.02733 • Published Apr 3, 2024 • 20
OmniFusion Technical Report

Paper • 2404.06212 • Published Apr 9, 2024 • 75
Transferable and Principled Efficiency for Open-Vocabulary Segmentation

Paper • 2404.07448 • Published Apr 11, 2024 • 11

Papers - Attention - Cross

Vid2Robot: End-to-end Video-conditioned Policy Learning with Cross-Attention Transformers

Paper • 2403.12943 • Published Mar 19, 2024 • 14
Masked Audio Generation using a Single Non-Autoregressive Transformer

Paper • 2401.04577 • Published Jan 9, 2024 • 42
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models

Paper • 2404.02747 • Published Apr 3, 2024 • 11
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation

Paper • 2404.02733 • Published Apr 3, 2024 • 20

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

Paper • 2402.04252 • Published Feb 6, 2024 • 25
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 12
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 40
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 20

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