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03/02/2020
Permutation Invariant Graph Generation via Score-Based Generative Modeling
Learning generative models for graph-structured data is challenging beca...
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02/10/2020
Nonlinear Equation Solving: A Faster Alternative to Feedforward Computation
Feedforward computations, such as evaluating a neural network or samplin...
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09/25/2019
Extreme Language Model Compression with Optimal Subwords and Shared Projections
Pre-trained deep neural network language models such as ELMo, GPT, BERT ...
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07/12/2019
Generative Modeling by Estimating Gradients of the Data Distribution
We introduce a new generative model where samples are produced via Lange...
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05/17/2019
Sliced Score Matching: A Scalable Approach to Density and Score Estimation
Score matching is a popular method for estimating unnormalized statistic...
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11/07/2018
UWB/LiDAR Fusion For Cooperative Range-Only SLAM
We equip an ultra-wideband (UWB) node and a 2D LiDAR sensor a.k.a. 2D la...
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07/31/2018
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database
Digital signs(such as barcode or QR code) are widely used in our daily l...
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07/20/2017
The iNaturalist Challenge 2017 Dataset
Existing image classification datasets used in computer vision tend to h...
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02/27/2017
Age Progression/Regression by Conditional Adversarial Autoencoder
"If I provide you a face image of mine (without telling you the actual a...
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04/17/2014
