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08/29/2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
We present DiffBIR, which leverages pretrained text-to-image diffusion m...
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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 ...
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04/03/2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement
Existing image restoration methods mostly leverage the posterior distrib...
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03/14/2023
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models
Mesh generation is of great value in various applications involving comp...
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05/30/2022
Guided Diffusion Model for Adversarial Purification
With wider application of deep neural networks (DNNs) in various algorit...
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05/25/2022
Accelerating Diffusion Models via Early Stop of the Diffusion Process
Denoising Diffusion Probabilistic Models (DDPMs) have achieved impressiv...
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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...
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04/01/2021
Towards Evaluating and Training Verifiably Robust Neural Networks
Recent works have shown that interval bound propagation (IBP) can be use...
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12/02/2019
Fastened CROWN: Tightened Neural Network Robustness Certificates
The rapid growth of deep learning applications in real life is accompani...
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05/17/2019
