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Collections including paper arxiv:2412.03069

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

Unified model that generate Text, Image, Video

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
Are Emergent Abilities of Large Language Models a Mirage?

Paper • 2304.15004 • Published Apr 28, 2023 • 8
Scaling Image Tokenizers with Grouped Spherical Quantization

Paper • 2412.02632 • Published Dec 3, 2024 • 10
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Paper • 2410.13848 • Published Oct 17, 2024 • 35

Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models

Paper • 2411.07126 • Published Nov 11, 2024 • 30
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Paper • 2411.17787 • Published Nov 26, 2024 • 12
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
BrushEdit: All-In-One Image Inpainting and Editing

Paper • 2412.10316 • Published Dec 13, 2024 • 36

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Paper • 2405.08748 • Published May 14, 2024 • 23
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Paper • 2405.10300 • Published May 16, 2024 • 30
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 132
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Paper • 2405.11143 • Published May 20, 2024 • 41

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

Token, Feature Encoders

Φeat: Physically-Grounded Feature Representation

Paper • 2511.11270 • Published Nov 14, 2025 • 11
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation

Paper • 2510.10575 • Published Oct 12, 2025 • 1

models in "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation"

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
ByteVisionLab/TokenFlow

Updated Dec 9, 2024 • 4
ByteVisionLab/TokenFlow-t2i

7B • Updated Dec 9, 2024 • 12 • 1
ByteVisionLab/Tokenflow-llava-qwen2.5-14B-finetuning

15B • Updated Dec 10, 2024 • 1 • 3

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19, 2024 • 52
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models

Paper • 2408.08872 • Published Aug 16, 2024 • 101
Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 133
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Paper • 2408.12528 • Published Aug 22, 2024 • 51

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 • 15
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

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

Token, Feature Encoders

Φeat: Physically-Grounded Feature Representation

Paper • 2511.11270 • Published Nov 14, 2025 • 11
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation

Paper • 2510.10575 • Published Oct 12, 2025 • 1

Unified model that generate Text, Image, Video

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
Are Emergent Abilities of Large Language Models a Mirage?

Paper • 2304.15004 • Published Apr 28, 2023 • 8
Scaling Image Tokenizers with Grouped Spherical Quantization

Paper • 2412.02632 • Published Dec 3, 2024 • 10
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Paper • 2410.13848 • Published Oct 17, 2024 • 35

models in "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation"

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
ByteVisionLab/TokenFlow

Updated Dec 9, 2024 • 4
ByteVisionLab/TokenFlow-t2i

7B • Updated Dec 9, 2024 • 12 • 1
ByteVisionLab/Tokenflow-llava-qwen2.5-14B-finetuning

15B • Updated Dec 10, 2024 • 1 • 3

Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models

Paper • 2411.07126 • Published Nov 11, 2024 • 30
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Paper • 2411.17787 • Published Nov 26, 2024 • 12
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Paper • 2412.03069 • Published Dec 4, 2024 • 34
BrushEdit: All-In-One Image Inpainting and Editing

Paper • 2412.10316 • Published Dec 13, 2024 • 36

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19, 2024 • 52
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models

Paper • 2408.08872 • Published Aug 16, 2024 • 101
Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 133
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Paper • 2408.12528 • Published Aug 22, 2024 • 51

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Paper • 2405.08748 • Published May 14, 2024 • 23
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Paper • 2405.10300 • Published May 16, 2024 • 30
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 132
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Paper • 2405.11143 • Published May 20, 2024 • 41

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 • 15
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

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

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