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Collections including paper arxiv:2503.19903

interesting architecture

FAN: Fourier Analysis Networks

Paper • 2410.02675 • Published Oct 3, 2024 • 29
Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 90
Scalable-Softmax Is Superior for Attention

Paper • 2501.19399 • Published Jan 31 • 24
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling

Paper • 2502.09509 • Published Feb 13 • 8

PS3: Scaling Vision Pre-Training to 4K Resolution

Enabling 4k resolution for VLMs, CVPR 2025, https://nvlabs.github.io/PS3/

about 14 hours ago

nvidia/PS3-1.5K-SigLIP2

Image Feature Extraction • 1B • Updated Jul 30 • 116 • 2
nvidia/PS3-4K-SigLIP2

Image Feature Extraction • 1B • Updated Jul 30 • 101 • 1
nvidia/PS3_Lang-1.5K-SigLIP2

Image Feature Extraction • 0.5B • Updated Jul 30 • 211 • 1
nvidia/PS3_Lang-4K-SigLIP2

Image Feature Extraction • 0.6B • Updated Jul 30 • 108

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 31
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 107
Xmodel-2 Technical Report

Paper • 2412.19638 • Published Dec 27, 2024 • 26
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

Multimodal Language Model

What does matter besides data receipt when training a Multimodal language model?

LLaVA-OneVision: Easy Visual Task Transfer

Paper • 2408.03326 • Published Aug 6, 2024 • 61
VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24, 2024 • 41
PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10, 2024 • 72
openbmb/MiniCPM-V-2_6

Image-Text-to-Text • 8B • Updated Jun 13 • 83.9k • 1.02k

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training

Paper • 2401.00849 • Published Jan 1, 2024 • 17
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Paper • 2311.00571 • Published Nov 1, 2023 • 43

Multimodal Pre-training

Exploring pre-training paradigms of large models across modalities towards Artificial General Intelligence (AGI).

LoQT: Low Rank Adapters for Quantized Training

Paper • 2405.16528 • Published May 26, 2024 • 3
Scaling Vision Pre-Training to 4K Resolution

Paper • 2503.19903 • Published Mar 25 • 41
mohdmus99/slurm_commands

Viewer • Updated Nov 5, 2024 • 73 • 10
lldacing/flash-attention-windows-wheel

Updated May 31 • 281

Scaling Vision Pre-Training to 4K Resolution

Paper • 2503.19903 • Published Mar 25 • 41

about 18 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 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

General Multimodal Learning

Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

Paper • 2401.14405 • Published Jan 25, 2024 • 13
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

Paper • 2406.18521 • Published Jun 26, 2024 • 29
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations

Paper • 2408.12590 • Published Aug 22, 2024 • 36
Law of Vision Representation in MLLMs

Paper • 2408.16357 • Published Aug 29, 2024 • 95

interesting architecture

FAN: Fourier Analysis Networks

Paper • 2410.02675 • Published Oct 3, 2024 • 29
Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 90
Scalable-Softmax Is Superior for Attention

Paper • 2501.19399 • Published Jan 31 • 24
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling

Paper • 2502.09509 • Published Feb 13 • 8

Multimodal Pre-training

Exploring pre-training paradigms of large models across modalities towards Artificial General Intelligence (AGI).

LoQT: Low Rank Adapters for Quantized Training

Paper • 2405.16528 • Published May 26, 2024 • 3
Scaling Vision Pre-Training to 4K Resolution

Paper • 2503.19903 • Published Mar 25 • 41
mohdmus99/slurm_commands

Viewer • Updated Nov 5, 2024 • 73 • 10
lldacing/flash-attention-windows-wheel

Updated May 31 • 281

PS3: Scaling Vision Pre-Training to 4K Resolution

Enabling 4k resolution for VLMs, CVPR 2025, https://nvlabs.github.io/PS3/

about 14 hours ago

nvidia/PS3-1.5K-SigLIP2

Image Feature Extraction • 1B • Updated Jul 30 • 116 • 2
nvidia/PS3-4K-SigLIP2

Image Feature Extraction • 1B • Updated Jul 30 • 101 • 1
nvidia/PS3_Lang-1.5K-SigLIP2

Image Feature Extraction • 0.5B • Updated Jul 30 • 211 • 1
nvidia/PS3_Lang-4K-SigLIP2

Image Feature Extraction • 0.6B • Updated Jul 30 • 108

Scaling Vision Pre-Training to 4K Resolution

Paper • 2503.19903 • Published Mar 25 • 41

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 31
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 107
Xmodel-2 Technical Report

Paper • 2412.19638 • Published Dec 27, 2024 • 26
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

about 18 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 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Multimodal Language Model

What does matter besides data receipt when training a Multimodal language model?

LLaVA-OneVision: Easy Visual Task Transfer

Paper • 2408.03326 • Published Aug 6, 2024 • 61
VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24, 2024 • 41
PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10, 2024 • 72
openbmb/MiniCPM-V-2_6

Image-Text-to-Text • 8B • Updated Jun 13 • 83.9k • 1.02k

General Multimodal Learning

Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

Paper • 2401.14405 • Published Jan 25, 2024 • 13
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

Paper • 2406.18521 • Published Jun 26, 2024 • 29
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations

Paper • 2408.12590 • Published Aug 22, 2024 • 36
Law of Vision Representation in MLLMs

Paper • 2408.16357 • Published Aug 29, 2024 • 95

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training

Paper • 2401.00849 • Published Jan 1, 2024 • 17
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Paper • 2311.00571 • Published Nov 1, 2023 • 43

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