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03/27/2023
Exploring Continual Learning of Diffusion Models
Diffusion models have achieved remarkable success in generating high-qua...
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02/07/2023
Can gamification reduce the burden of self-reporting in mHealth applications? Feasibility study using machine learning from smartwatch data to estimate cognitive load
The effectiveness of digital treatments can be measured by requiring pat...
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01/31/2023
Learning Data Representations with Joint Diffusion Models
We introduce a joint diffusion model that simultaneously learns meaningf...
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11/03/2022
HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks
Implicit neural representations (INRs) are a rapidly growing research fi...
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05/31/2022
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models
Diffusion-based Deep Generative Models (DDGMs) offer state-of-the-art pe...
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04/01/2021
TrajeVAE – Controllable Human Motion Generation from Trajectories
The generation of plausible and controllable 3D human motion animations ...
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01/02/2019
Plugin Networks for Inference under Partial Evidence
In this paper, we propose a novel method to incorporate partial evidence...
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12/09/2018
Comixify: Transform video into a comics
In this paper, we propose a solution to transform a video into a comics....
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01/08/2018
