AI4Science-WestlakeU / t_scend
This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better energy-based training and scaling up test-time computation.
☆23Updated last month
Alternatives and similar repositories for t_scend:
Users that are interested in t_scend are comparing it to the libraries listed below
- The official implementation of the paper "On the Guidance of Flow Matching"☆14Updated last month
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆19Updated last month
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆32Updated last month
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆47Updated last month
- [ICLR 2022] The implementation for the paper "Equivariant Graph Mechanics Networks with Constraints".☆60Updated 8 months ago
- ICML2024: Equivariant Graph Neural Operator for Modeling 3D Dynamics☆54Updated 11 months ago
- E(3) Steerable Graph Neural Network☆115Updated 2 years ago
- Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold☆51Updated 3 weeks ago
- Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences li…☆116Updated 6 months ago
- This is the official implementation for Equivariant Enengy-guided SDE for Inverse Molecule Design (ICLR 2023)☆47Updated last year
- Code for the paper https://arxiv.org/abs/2402.04997☆72Updated last year
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems☆40Updated last week
- code for "Riemannian Flow Matching on General Geometries".☆206Updated last year
- ☆102Updated 10 months ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆65Updated 11 months ago
- Code for “FlowMM Generating Materials with Riemannian Flow Matching” and "FlowLLM: Flow Matching for Material Generation with Large Langu…☆116Updated 4 months ago
- Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Prediction☆27Updated last year
- ☆33Updated last month
- ☆31Updated 8 months ago
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆28Updated 5 months ago
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆48Updated last week
- Geometric Latent Diffusion Models for 3D Molecule Generation☆236Updated last year
- Implementation of Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models☆67Updated last year
- ☆21Updated last year
- Inference-Time Alignment in Protein Diffusion Models☆22Updated 2 months ago
- [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆57Updated 4 months ago
- Score-based generative models for compact manifolds☆108Updated last year
- Code repository for Trajectory Flow Matching☆59Updated 4 months ago
- Official Code for Paper "Think While You Generate: Discrete Diffusion with Planned Denoising" [ICLR 2025]☆50Updated last month
- Code repository of the paper "Clifford-Steerable Convolutional Neural Networks"☆47Updated 7 months ago