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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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08/11/2023
DF2: Distribution-Free Decision-Focused Learning
Decision-focused learning (DFL) has recently emerged as a powerful appro...
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07/10/2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning
With the advance of text-to-image models (e.g., Stable Diffusion) and co...
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06/01/2023
Controllable Motion Diffusion Model
Generating realistic and controllable motions for virtual characters is ...
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05/17/2023
Towards Multi-Layered 3D Garments Animation
Mimicking realistic dynamics in 3D garment animations is a challenging t...
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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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03/30/2023
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling
Synthetic data has emerged as a promising source for 3D human research a...
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12/14/2022
3DHumanGAN: Towards Photo-Realistic 3D-Aware Human Image Generation
We present 3DHumanGAN, a 3D-aware generative adversarial network (GAN) t...
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11/30/2022
Score-based Continuous-time Discrete Diffusion Models
Score-based modeling through stochastic differential equations (SDEs) ha...
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11/14/2022
Learning to Optimize with Stochastic Dominance Constraints
In real-world decision-making, uncertainty is important yet difficult to...
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06/29/2022
Discrete Langevin Sampler via Wasserstein Gradient Flow
Recently, a family of locally balanced (LB) samplers has demonstrated ex...
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12/10/2021
CityNeRF: Building NeRF at City Scale
Neural Radiance Field (NeRF) has achieved outstanding performance in mod...
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12/02/2021
DenseCLIP: Extract Free Dense Labels from CLIP
Contrastive Language-Image Pre-training (CLIP) has made a remarkable bre...
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12/01/2021
Neural Stochastic Dual Dynamic Programming
Stochastic dual dynamic programming (SDDP) is a state-of-the-art method ...
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02/28/2019
