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This is the code repository for IntPhys 2, a video benchmark designed to evaluate the intuitive physics understanding of deep learning models.
Official implementation for What matters for Representation Alignment: Global Information or Spatial Structure?
Official PyTorch implementation of One-Minute Video Generation with Test-Time Training
Cambrian-S: Towards Spatial Supersensing in Video
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation
A comprehensive JAX/NNX library for diffusion and flow matching generative algorithms, featuring DiT (Diffusion Transformer) and its variants as the primary backbone with support for ImageNet train…
Official PyTorch Implementation of "Diffusion Transformers with Representation Autoencoders"
Source code for "Improving the Diffusability of Autoencoders" [ICML 2025]
Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"
Pytorch implementation of MeanFlow on ImageNet and CIFAR10
PyTorch re-implementation for MeanFlow
Enhancing Motion Dynamics of Image-to-Video Models via Adaptive Low-Pass Guidance (arXiv 2025)
Official implementation of "Visual Persona: Foundation Model for Full-Body Human Customization" (CVPR 2025)
[NeurIPS 2025] VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models
Pytorch Implementation (unofficial) of the paper "Mean Flows for One-step Generative Modeling" by Geng et al.
Official repository for BrickGPT, the first approach for generating physically stable toy brick models from text prompts.
Lets make video diffusion practical!
Subtask-Aware Visual Reward Learning from Segmented Demonstrations (ICLR 2025 accepted)
Wan: Open and Advanced Large-Scale Video Generative Models
Official implementation of Inductive Moment Matching
Official implementation of "Exploring Temporally-Aware Features for Point Tracking" (CVPR 2025)
[ICML 2025] Official PyTorch Implementation of "History-Guided Video Diffusion"