Low-Power Computer Vision Competition

TSM: Temporal Shift Module for Efficient Video Understanding

A scalable, configurable neural network accelerator supporting on-device training

A weight-averaging approach to speeding up model training on resource-constrained devices

Fast neural network inference on xcore.ai.

Precision Reconfigurable Digital Compute-In-Memory for Embedded Neural Network Processing

Benchmarking and improving NN execution on DSP vs. custom accelerator for hearing instruments

Adaptive Video Sampling for Energy-Efficient Object Detection

Once for All: Train One Network and Specialize it for Efficient Deployment

Aggressive Compression of MobileNets Using Hybrid Ternary Layers