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03/17/2023
Proximal Causal Inference without Uniqueness Assumptions
We consider identification and inference about a counterfactual outcome ...
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11/29/2022
Wearing the Same Outfit in Different Ways – A Controllable Virtual Try-on Method
An outfit visualization method generates an image of a person wearing re...
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06/11/2021
Toward Accurate and Realistic Outfits Visualization with Attention to Details
Virtual try-on methods aim to generate images of fashion models wearing ...
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01/27/2021
Dexterous Manipulation Primitives for the Real Robot Challenge
This report describes our approach for Phase 3 of the Real Robot Challen...
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08/27/2020
Complexity Aspects of Fundamental Questions in Polynomial Optimization
In this thesis, we settle the computational complexity of some fundament...
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08/14/2020
Complexity aspects of local minima and related notions
We consider the notions of (i) critical points, (ii) second-order points...
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08/12/2020
On the complexity of finding a local minimizer of a quadratic function over a polytope
We show that unless P=NP, there cannot be a polynomial-time algorithm th...
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04/01/2020
Memory-Efficient Incremental Learning Through Feature Adaptation
In this work we introduce an approach for incremental learning, which pr...
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10/09/2018
Generalized Latent Variable Recovery for Generative Adversarial Networks
The Generator of a Generative Adversarial Network (GAN) is trained to tr...
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07/06/2018
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery
The electrocardiogram or ECG has been in use for over 100 years and rema...
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03/20/2018
On the Complexity of Testing Attainment of the Optimal Value in Nonlinear Optimization
We prove that unless P=NP, there exists no polynomial time (or even pseu...
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06/22/2017