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05/25/2023
Learning-Based Automatic Synthesis of Software Code and Configuration
Increasing demands in software industry and scarcity of software enginee...
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05/22/2023
Adaptive Gradient Prediction for DNN Training
Neural network training is inherently sequential where the layers finish...
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04/18/2023
Large Language Models Based Automatic Synthesis of Software Specifications
Software configurations play a crucial role in determining the behavior ...
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11/02/2022
Synthesizing Programs with Continuous Optimization
Automatic software generation based on some specification is known as pr...
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10/28/2021
SIMCNN – Exploiting Computational Similarity to Accelerate CNN Training in Hardware
Convolution neural networks (CNN) are computation intensive to train. It...
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08/22/2019
Learning Fitness Functions for Genetic Algorithms
A genetic algorithm (GA) attempts to solve a problem using a pool of pot...
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08/22/2019