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Collections including paper arxiv:2502.09620

The Evolution of Multimodal Model Architectures

Paper • 2405.17927 • Published May 28, 2024 • 1
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3, 2024 • 103
Efficient Architectures for High Resolution Vision-Language Models

Paper • 2501.02584 • Published Jan 5
Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 133

about 19 hours ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 57
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

TextureDreamer: Image-guided Texture Synthesis through Geometry-aware Diffusion

Paper • 2401.09416 • Published Jan 17, 2024 • 11
SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild

Paper • 2401.10171 • Published Jan 18, 2024 • 14
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model

Paper • 2311.09217 • Published Nov 15, 2023 • 22
GALA: Generating Animatable Layered Assets from a Single Scan

Paper • 2401.12979 • Published Jan 23, 2024 • 9

Exploring the Potential of Encoder-free Architectures in 3D LMMs

Paper • 2502.09620 • Published Feb 13 • 26
The Evolution of Multimodal Model Architectures

Paper • 2405.17927 • Published May 28, 2024 • 1
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3, 2024 • 103
Efficient Architectures for High Resolution Vision-Language Models

Paper • 2501.02584 • Published Jan 5

Vision Language Models

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published Apr 19, 2024 • 30
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Paper • 2404.06512 • Published Apr 9, 2024 • 30

FlashWorld: High-quality 3D Scene Generation within Seconds

Paper • 2510.13678 • Published Oct 15 • 71
NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks

Paper • 2510.15019 • Published Oct 16 • 63
GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction

Paper • 2509.18090 • Published Sep 22 • 4
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation

Paper • 2509.19296 • Published Sep 23 • 23

The Evolution of Multimodal Model Architectures

Paper • 2405.17927 • Published May 28, 2024 • 1
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3, 2024 • 103
Efficient Architectures for High Resolution Vision-Language Models

Paper • 2501.02584 • Published Jan 5
Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 133

Exploring the Potential of Encoder-free Architectures in 3D LMMs

Paper • 2502.09620 • Published Feb 13 • 26
The Evolution of Multimodal Model Architectures

Paper • 2405.17927 • Published May 28, 2024 • 1
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3, 2024 • 103
Efficient Architectures for High Resolution Vision-Language Models

Paper • 2501.02584 • Published Jan 5

about 19 hours ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 57
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Vision Language Models

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published Apr 19, 2024 • 30
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Paper • 2404.06512 • Published Apr 9, 2024 • 30

TextureDreamer: Image-guided Texture Synthesis through Geometry-aware Diffusion

Paper • 2401.09416 • Published Jan 17, 2024 • 11
SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild

Paper • 2401.10171 • Published Jan 18, 2024 • 14
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model

Paper • 2311.09217 • Published Nov 15, 2023 • 22
GALA: Generating Animatable Layered Assets from a Single Scan

Paper • 2401.12979 • Published Jan 23, 2024 • 9

FlashWorld: High-quality 3D Scene Generation within Seconds

Paper • 2510.13678 • Published Oct 15 • 71
NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks

Paper • 2510.15019 • Published Oct 16 • 63
GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction

Paper • 2509.18090 • Published Sep 22 • 4
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation

Paper • 2509.19296 • Published Sep 23 • 23

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