research
∙
08/29/2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
We present DiffBIR, which leverages pretrained text-to-image diffusion m...
share
research
∙
08/18/2023
MATLABER: Material-Aware Text-to-3D via LAtent BRDF auto-EncodeR
Based on powerful text-to-image diffusion models, text-to-3D generation ...
research
∙
04/03/2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement
Existing image restoration methods mostly leverage the posterior distrib...
research
∙
03/14/2023
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models
Mesh generation is of great value in various applications involving comp...
research
∙
05/30/2022
Guided Diffusion Model for Adversarial Purification
With wider application of deep neural networks (DNNs) in various algorit...
research
∙
05/25/2022
Accelerating Diffusion Models via Early Stop of the Diffusion Process
Denoising Diffusion Probabilistic Models (DDPMs) have achieved impressiv...
research
∙
12/07/2021
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion
3D point cloud is an important 3D representation for capturing real worl...
research
∙
04/01/2021
Towards Evaluating and Training Verifiably Robust Neural Networks
Recent works have shown that interval bound propagation (IBP) can be use...
research
∙
12/02/2019
Fastened CROWN: Tightened Neural Network Robustness Certificates
The rapid growth of deep learning applications in real life is accompani...
research
∙
05/17/2019