TSAIL group

tianshou

An elegant PyTorch deep reinforcement learning library.

prolificdreamer

Official code of ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

unidiffuser

Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"

ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

CRM

Single Image to 3D Textured Mesh in 10 seconds with Convolutional Reconstruction Model.

controlvideo

Official implementation for "ControlVideo: Adding Conditional Control for One Shot Text-to-Video Editing"

Bridge-TTS

Official codebase for "Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis" (https://arxiv.org/abs/2312.03491).

3D_Corruptions_AD

Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving, CVPR 2023

low-bit-optimizers

Low-bit optimizers for PyTorch

Attack-Bard

DPM-Solver-v3

Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)

zh-clip

HiDe-Prompt

Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)

GNOT

Prior-Guided-RGF

vflow

Official code for "VFlow: More Expressive Generative Flows with Variational Data Augmentation" (ICML 2020)

AT3D

Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition, CVPR 2023, Highlight

SRPO

Codes accompanying the paper "Score Regularized Policy Optimization through Diffusion Behavior" (ICLR 2024).

NUNO

[ICML 2023] Non-Uniform Neural Operator (NUNO)

LM-Calibration

CEP-energy-guided-diffusion

Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Prediction

DPOT

Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"

Noise-Contrastive-Alignment

Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards"

ProbML-book-solution

adversarial_training_imagenet

VCAS

Official code for "Efficient Backpropagation with Variance Controlled Adaptive Sampling" (ICLR 2024)

i-DODE

Official code for "Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs" (ICML 2023)

imagenet-a-plus

ACTNN-PaddlePaddle

PINNacle

Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.