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Collections including paper arxiv:2412.15119

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

AR Image Generation

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models

Paper • 2412.18609 • Published Dec 24, 2024 • 16
Visual Autoregressive Modeling for Instruction-Guided Image Editing

Paper • 2508.15772 • Published Aug 21, 2025 • 9

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
IamCreateAI/Ruyi-Mini-7B

Image-to-Video • Updated Dec 25, 2024 • 141 • 610
Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation

Paper • 2412.06016 • Published Dec 8, 2024 • 20
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108

XLabs-AI/flux-RealismLora

Text-to-Image • Updated Aug 22, 2024 • 22.4k • • 1.21k
StyleMaster: Stylize Your Video with Artistic Generation and Translation

Paper • 2412.07744 • Published Dec 10, 2024 • 20
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition

Paper • 2412.09501 • Published Dec 12, 2024 • 48

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Paper • 2412.16112 • Published Dec 20, 2024 • 23
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

Image generation

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published Dec 16, 2024 • 43
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 158
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published Dec 18, 2024 • 14

Image Generation

Image Generation

Causal Diffusion Transformers for Generative Modeling

Paper • 2412.12095 • Published Dec 16, 2024 • 23
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training

Paper • 2412.09619 • Published Dec 12, 2024 • 28
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

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

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Paper • 2412.16112 • Published Dec 20, 2024 • 23
1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86

AR Image Generation

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models

Paper • 2412.18609 • Published Dec 24, 2024 • 16
Visual Autoregressive Modeling for Instruction-Guided Image Editing

Paper • 2508.15772 • Published Aug 21, 2025 • 9

Image generation

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published Dec 16, 2024 • 43
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 158
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published Dec 18, 2024 • 14

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
IamCreateAI/Ruyi-Mini-7B

Image-to-Video • Updated Dec 25, 2024 • 141 • 610
Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation

Paper • 2412.06016 • Published Dec 8, 2024 • 20
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108

Image Generation

Image Generation

Causal Diffusion Transformers for Generative Modeling

Paper • 2412.12095 • Published Dec 16, 2024 • 23
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training

Paper • 2412.09619 • Published Dec 12, 2024 • 28
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28

XLabs-AI/flux-RealismLora

Text-to-Image • Updated Aug 22, 2024 • 22.4k • • 1.21k
StyleMaster: Stylize Your Video with Artistic Generation and Translation

Paper • 2412.07744 • Published Dec 10, 2024 • 20
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition

Paper • 2412.09501 • Published Dec 12, 2024 • 48

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

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