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07/19/2023
Generating Redstone Style Cities in Minecraft
Procedurally generating cities in Minecraft provides players more divers...
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07/13/2023
AvatarFusion: Zero-shot Generation of Clothing-Decoupled 3D Avatars Using 2D Diffusion
Large-scale pre-trained vision-language models allow for the zero-shot t...
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06/10/2023
Shuffled Autoregression For Motion Interpolation
This work aims to provide a deep-learning solution for the motion interp...
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05/31/2023
Optimal Estimates for Pairwise Learning with Deep ReLU Networks
Pairwise learning refers to learning tasks where a loss takes a pair of ...
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05/06/2023
Beyond the Model: Data Pre-processing Attack to Deep Learning Models in Android Apps
The increasing popularity of deep learning (DL) models and the advantage...
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05/06/2023
Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning
In recent years, on-device deep learning has gained attention as a means...
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02/02/2021
On Robustness of Neural Semantic Parsers
Semantic parsing maps natural language (NL) utterances into logical form...
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01/26/2021
Few-Shot Semantic Parsing for New Predicates
In this work, we investigate the problems of semantic parsing in a few-s...
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07/28/2020
Theory of Deep Convolutional Neural Networks II: Spherical Analysis
Deep learning based on deep neural networks of various structures and ar...
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01/01/2020
A Total Variation Denoising Method Based on Median Filter and Phase Consistency
The total variation method is widely used in image noise suppression. Ho...
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01/01/2020
Simulation of Skin Stretching around the Forehead Wrinkles in Rhytidectomy
Objective: Skin stretching around the forehead wrinkles is an important ...
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12/31/2019