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Collections including paper arxiv:2506.14603

Image Generation

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

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

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

Paper • 2506.06276 • Published Jun 6 • 22
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5 • 27

Interesting Papers

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

Paper • 2504.11001 • Published Apr 15 • 15
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 • 155

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

Paper • 2411.07126 • Published Nov 11, 2024 • 31
Modifying Large Language Model Post-Training for Diverse Creative Writing

Paper • 2503.17126 • Published Mar 21 • 37
Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Paper • 2506.14603 • Published Jun 17 • 20
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Paper • 2506.18898 • Published Jun 23 • 33

TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing

Paper • 2312.05605 • Published Dec 9, 2023 • 3
VMamba: Visual State Space Model

Paper • 2401.10166 • Published Jan 18, 2024 • 40
Rethinking Patch Dependence for Masked Autoencoders

Paper • 2401.14391 • Published Jan 25, 2024 • 27
Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Paper • 2401.14404 • Published Jan 25, 2024 • 18

Model Distillation

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation

Paper • 2503.09641 • Published Mar 12 • 40
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12
Efficient Distillation of Classifier-Free Guidance using Adapters

Paper • 2503.07274 • Published Mar 10 • 4
Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Paper • 2506.14603 • Published Jun 17 • 20

Diffusion/Flow Model Optimization

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85
Region-Adaptive Sampling for Diffusion Transformers

Paper • 2502.10389 • Published Feb 14 • 54
One-step Diffusion Models with f-Divergence Distribution Matching

Paper • 2502.15681 • Published Feb 21 • 8
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute

Paper • 2502.20126 • Published Feb 27 • 20

MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Paper • 2407.08083 • Published Jul 10, 2024 • 33
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Paper • 2408.11039 • Published Aug 20, 2024 • 64
The Mamba in the Llama: Distilling and Accelerating Hybrid Models

Paper • 2408.15237 • Published Aug 27, 2024 • 43
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

Paper • 2409.11355 • Published Sep 17, 2024 • 32

Image Generation

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

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

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

Paper • 2506.06276 • Published Jun 6 • 22
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5 • 27

Model Distillation

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation

Paper • 2503.09641 • Published Mar 12 • 40
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Paper • 2410.10629 • Published Oct 14, 2024 • 12
Efficient Distillation of Classifier-Free Guidance using Adapters

Paper • 2503.07274 • Published Mar 10 • 4
Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Paper • 2506.14603 • Published Jun 17 • 20

Interesting Papers

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

Paper • 2504.11001 • Published Apr 15 • 15
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 • 155

Diffusion/Flow Model Optimization

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 85
Region-Adaptive Sampling for Diffusion Transformers

Paper • 2502.10389 • Published Feb 14 • 54
One-step Diffusion Models with f-Divergence Distribution Matching

Paper • 2502.15681 • Published Feb 21 • 8
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute

Paper • 2502.20126 • Published Feb 27 • 20

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

Paper • 2411.07126 • Published Nov 11, 2024 • 31
Modifying Large Language Model Post-Training for Diverse Creative Writing

Paper • 2503.17126 • Published Mar 21 • 37
Align Your Flow: Scaling Continuous-Time Flow Map Distillation

Paper • 2506.14603 • Published Jun 17 • 20
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Paper • 2506.18898 • Published Jun 23 • 33

MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Paper • 2407.08083 • Published Jul 10, 2024 • 33
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Paper • 2408.11039 • Published Aug 20, 2024 • 64
The Mamba in the Llama: Distilling and Accelerating Hybrid Models

Paper • 2408.15237 • Published Aug 27, 2024 • 43
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

Paper • 2409.11355 • Published Sep 17, 2024 • 32

TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing

Paper • 2312.05605 • Published Dec 9, 2023 • 3
VMamba: Visual State Space Model

Paper • 2401.10166 • Published Jan 18, 2024 • 40
Rethinking Patch Dependence for Masked Autoencoders

Paper • 2401.14391 • Published Jan 25, 2024 • 27
Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Paper • 2401.14404 • Published Jan 25, 2024 • 18

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