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Deep Neural Networks Courses

Beyond Test Accuracies for Studying Deep Neural Networks
Paul G. Allen School via YouTube
An Overview of Deep Neural Networks Applications: Wolfram U Class
Wolfram U
LiFteR - Unleashing Learned Codecs in Video Streaming with Loose Frame Referencing
USENIX via YouTube
Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances
USENIX via YouTube
DeepTheft: Stealing DNN Model Architectures through Power Side Channel - 2024
IEEE via YouTube
Topos and Stacks for Understanding Semantic Functioning of Deep Neural Networks
IMSA via YouTube
Centimani - Enabling Fast AI Accelerator Selection for DNN Training
USENIX via YouTube
MAGPY: Compiling Eager Mode DNN Programs by Monitoring Execution States
USENIX via YouTube
StreamBox - A Lightweight GPU Sandbox for Serverless Inference Workflow
USENIX via YouTube
Digital Design and Net Zero in Aviation: Optimizing Gas Turbines for Sustainability
Imperial College London via YouTube
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