"Deep Generative Modeling": Introductory Examples

Data Augmentation for Compositional Data

Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024

The literature of deep generative model for material discovery.

[NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".

The official GitHub page for the review paper "Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models".

Depth Any Video with Scalable Synthetic Data

ICML23 "Latent Traversals in Generative Models as Potential Flows"

Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"

MambaOut: Do We Really Need Mamba for Vision?

Code for “FlowMM Generating Materials with Riemannian Flow Matching” and "FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions"

Equivariant Diffusion for Crystal Structure Prediction (ICML 2024)

SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT

Autonomous Materials Discovery with Large Language Models

An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]

An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]

Large language models to generate stable crystals.

Disordered Materials & Interfaces Benchmark

A beautiful, simple, clean, and responsive Jekyll theme for academics

MLX: An array framework for Apple silicon

[NeurIPS 2023] The official implementation of "Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition" .

[Arxiv 2023] The official implementation of "UNREAL: Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification."

Geom3D: Geometric Modeling on 3D Structures, NeurIPS 2023

GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)

A repository contains a collection of resources and papers on Geometric Diffusion Models

Official implementation for 'Class-Balancing Diffusion Models'

A repository contains a collection of resources and papers on Imbalance Learning On Graphs

Personal implementation of "Generative Adversarial Nets".