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Collections including paper arxiv:2406.11832

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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

Paper • 2502.09620 • Published Feb 13, 2025 • 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, 2025

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Paper • 2406.17294 • Published Jun 25, 2024 • 11
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Paper • 2406.19389 • Published Jun 27, 2024 • 54
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model

Paper • 2406.20076 • Published Jun 28, 2024 • 10
PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation

Paper • 2407.02869 • Published Jul 3, 2024 • 21

Papers - Multimodal - Training - LLM Guided Pre-training

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

Papers - Attention - Decoder Only

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

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, 2025
Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 133

BAAI/EVE-7B-v1.0

Text Generation • Updated Jul 5, 2024 • 45 • 5
BAAI/EVE-7B-Pretrain-v1.0

Text Generation • Updated Jul 2, 2024 • 37 • 3
BAAI/EVE-7B-HD-v1.0

Text Generation • Updated Jul 2, 2024 • 37 • 6
BAAI/EVE-7B-HD-v2.0

14B • Updated Feb 11, 2025 • 60 • 8

vision language models (VLM)

PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10, 2024 • 72
Vision language models are blind

Paper • 2407.06581 • Published Jul 9, 2024 • 84
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging

Paper • 2407.07315 • Published Jul 10, 2024 • 7
Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision

Paper • 2407.06189 • Published Jul 8, 2024 • 27

Papers - Multimodal - Training - Loss - Cross Entropy

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

Papers - Multimodal - Training - Patch Aligning Layer

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 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, 2025
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, 2025 • 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, 2025

BAAI/EVE-7B-v1.0

Text Generation • Updated Jul 5, 2024 • 45 • 5
BAAI/EVE-7B-Pretrain-v1.0

Text Generation • Updated Jul 2, 2024 • 37 • 3
BAAI/EVE-7B-HD-v1.0

Text Generation • Updated Jul 2, 2024 • 37 • 6
BAAI/EVE-7B-HD-v2.0

14B • Updated Feb 11, 2025 • 60 • 8

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Paper • 2406.17294 • Published Jun 25, 2024 • 11
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Paper • 2406.19389 • Published Jun 27, 2024 • 54
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model

Paper • 2406.20076 • Published Jun 28, 2024 • 10
PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation

Paper • 2407.02869 • Published Jul 3, 2024 • 21

vision language models (VLM)

PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10, 2024 • 72
Vision language models are blind

Paper • 2407.06581 • Published Jul 9, 2024 • 84
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging

Paper • 2407.07315 • Published Jul 10, 2024 • 7
Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision

Paper • 2407.06189 • Published Jul 8, 2024 • 27

Papers - Multimodal - Training - LLM Guided Pre-training

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

Papers - Multimodal - Training - Loss - Cross Entropy

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

Papers - Attention - Decoder Only

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

Papers - Multimodal - Training - Patch Aligning Layer

Unveiling Encoder-Free Vision-Language Models

Paper • 2406.11832 • Published Jun 17, 2024 • 54

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