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Collections including paper arxiv:2505.18445

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9, 2025 • 41
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9, 2025 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6, 2025 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5, 2025 • 27

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15, 2025 • 16
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 98
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 • 159

checkitoutlater

MotionShop: Zero-Shot Motion Transfer in Video Diffusion Models with Mixture of Score Guidance

Paper • 2412.05355 • Published Dec 6, 2024 • 8
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion

Paper • 2412.04301 • Published Dec 5, 2024 • 40
PanoDreamer: 3D Panorama Synthesis from a Single Image

Paper • 2412.04827 • Published Dec 6, 2024 • 10
Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation

Paper • 2412.06781 • Published Dec 9, 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

AI Tools for Art - April & May '25

Tools & models from the upcoming 4rd issue of AI Tools for Art 🎉 read more: https://open.substack.com/pub/multimodalaiart

FramePack Video Generation

Collection

fast & compact video generation with FramePack - a next-frame prediction neural network structure that generates videos progressively • 9 items • Updated May 26, 2025 • 6
LTX Video 0.9.7&0.9.8

Collection

LTX Video 13B and 13B distilled models for video generation by Lightricks • 5 items • Updated Aug 13, 2025
ByteDance/DreamO

Updated Jun 24, 2025 • 100
Running on Zero

Featured

600

DreamO

🐨

600

A Unified Framework for Image Customization

black-forest-labs/FLUX.1-dev

Text-to-Image • Updated Jun 27, 2025 • 779k • • 12.3k
cagliostrolab/animagine-xl-4.0

Text-to-Image • Updated Feb 13, 2025 • 272k • 386
Running on L4

Featured

282

Thera Arbitrary-Scale Super-Resolution

🔥

282

Upscale any image to any size with super‑resolution
stepfun-ai/Step1X-Edit

Image-to-Image • Updated Jul 9, 2025 • 80 • 327

Gen AI Diffusion

Animate-X: Universal Character Image Animation with Enhanced Motion Representation

Paper • 2410.10306 • Published Oct 14, 2024 • 56
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning

Paper • 2411.05003 • Published Nov 7, 2024 • 71
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation

Paper • 2411.04709 • Published Nov 5, 2024 • 26
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation

Paper • 2410.07171 • Published Oct 9, 2024 • 43

artistic rendering

Boundary Attention: Learning to Find Faint Boundaries at Any Resolution

Paper • 2401.00935 • Published Jan 1, 2024 • 18
Derendering/InkSight-Small-p

Updated Dec 11, 2025 • 49 • 34
E^{2}GAN: Efficient Training of Efficient GANs for Image-to-Image Translation

Paper • 2401.06127 • Published Jan 11, 2024
Acoustic Volume Rendering for Neural Impulse Response Fields

Paper • 2411.06307 • Published Nov 9, 2024 • 5

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9, 2025 • 41
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9, 2025 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6, 2025 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5, 2025 • 27

AI Tools for Art - April & May '25

Tools & models from the upcoming 4rd issue of AI Tools for Art 🎉 read more: https://open.substack.com/pub/multimodalaiart

FramePack Video Generation

Collection

fast & compact video generation with FramePack - a next-frame prediction neural network structure that generates videos progressively • 9 items • Updated May 26, 2025 • 6
LTX Video 0.9.7&0.9.8

Collection

LTX Video 13B and 13B distilled models for video generation by Lightricks • 5 items • Updated Aug 13, 2025
ByteDance/DreamO

Updated Jun 24, 2025 • 100
Running on Zero

Featured

600

DreamO

🐨

600

A Unified Framework for Image Customization

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15, 2025 • 16
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 98
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 • 159

black-forest-labs/FLUX.1-dev

Text-to-Image • Updated Jun 27, 2025 • 779k • • 12.3k
cagliostrolab/animagine-xl-4.0

Text-to-Image • Updated Feb 13, 2025 • 272k • 386
Running on L4

Featured

282

Thera Arbitrary-Scale Super-Resolution

🔥

282

Upscale any image to any size with super‑resolution
stepfun-ai/Step1X-Edit

Image-to-Image • Updated Jul 9, 2025 • 80 • 327

checkitoutlater

MotionShop: Zero-Shot Motion Transfer in Video Diffusion Models with Mixture of Score Guidance

Paper • 2412.05355 • Published Dec 6, 2024 • 8
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion

Paper • 2412.04301 • Published Dec 5, 2024 • 40
PanoDreamer: 3D Panorama Synthesis from a Single Image

Paper • 2412.04827 • Published Dec 6, 2024 • 10
Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation

Paper • 2412.06781 • Published Dec 9, 2024 • 23

Gen AI Diffusion

Animate-X: Universal Character Image Animation with Enhanced Motion Representation

Paper • 2410.10306 • Published Oct 14, 2024 • 56
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning

Paper • 2411.05003 • Published Nov 7, 2024 • 71
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation

Paper • 2411.04709 • Published Nov 5, 2024 • 26
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation

Paper • 2410.07171 • Published Oct 9, 2024 • 43

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

artistic rendering

Boundary Attention: Learning to Find Faint Boundaries at Any Resolution

Paper • 2401.00935 • Published Jan 1, 2024 • 18
Derendering/InkSight-Small-p

Updated Dec 11, 2025 • 49 • 34
E^{2}GAN: Efficient Training of Efficient GANs for Image-to-Image Translation

Paper • 2401.06127 • Published Jan 11, 2024
Acoustic Volume Rendering for Neural Impulse Response Fields

Paper • 2411.06307 • Published Nov 9, 2024 • 5

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