PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

LPIPS metric. pip install lpips

[Ultra Fast&Powerful Diffusion RL] Reinforcing Diffusion Models by Direct Group Preference Optimization

PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

Code for Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense? [COLM 2024]

[Neurips 2023 & TPAMI] T2I-CompBench (++) for Compositional Text-to-image Generation Evaluation

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. [ICLR 2024]

Compute FID scores with PyTorch.

A reading list of video generation

Hierarchical Reasoning Model Official Release

[CVPR 2025] Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution

A general framework for inference-time scaling and steering of diffusion models with arbitrary rewards.

Paper List of Inference/Test Time Scaling/Computing

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Image-to-image translation with conditional adversarial nets

[NeurIPS 2025] T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

ULMEvalKit: One-Stop Eval ToolKit for Image Generation

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[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

Fast and memory-efficient exact attention

Access OpenAI models programmatically through your ChatGPT subscription.

[ICLR 2025] official implementation of "Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models"

[ICCV 2023] StreamPETR: Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection

[ICCV 2025] CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

(NeurIPS 2025 D&B Track) OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps