Kurt Keutzer
Publications by Year
Research Areas
Advanced Neural Network Applications, Parallel Computing and Optimization Techniques, Low-power high-performance VLSI design, VLSI and Analog Circuit Testing, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size(2016)
- The Landscape of Parallel Computing Research: A View from Berkeley(2006)
- → FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search(2019)1,285 cited
- → A Survey of Quantization Methods for Efficient Neural Network Inference(2022)980 cited
- → SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud(2018)962 cited
- → System-level design: orthogonalization of concerns and platform-based design(2000)959 cited
- → SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud(2019)703 cited
- → SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size(2016)662 cited
- → DenseNet: Implementing Efficient ConvNet Descriptor Pyramids(2014)657 cited
- → A view of the parallel computing landscape(2009)619 cited