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08/24/2023
Fast Adversarial Training with Smooth Convergence
Fast adversarial training (FAT) is beneficial for improving the adversar...
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10/17/2021
Temporal Knowledge Graph Reasoning Triggered by Memories
Inferring missing facts in temporal knowledge graphs is a critical task ...
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03/06/2021
Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More
Deep learning implementations on CPUs (Central Processing Units) are gai...
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12/31/2020
A Constant-time Adaptive Negative Sampling
Softmax classifiers with a very large number of classes naturally occur ...
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10/12/2019
Generalized Nullspace Property for Structurally Sparse Signals
We propose a new framework for studying the exact recovery of signals wi...
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03/26/2018