Debbie Marr

1. Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy
   2017/11/15 by Asit Mishra, Mishra, Asit, Debbie Marr +1 · 13 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Engineering and Test Systems #Experimental Learning in Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Sensor Technology and Measurement Systems #cs.CV #cs.LG #cs.NE
2. Accelerating Deep Convolutional Networks using low-precision and sparsity
   2016/10/02 by Ganesh Venkatesh, Eriko Nurvitadhi, Venkatesh, Ganesh +3 · 2 voices
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE
3. WRPN: Wide Reduced-Precision Networks
   2017/09/04 by Asit Mishra, Eriko Nurvitadhi, Mishra, Asit +6 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.CV #cs.LG #cs.NE
4. Low Precision RNNs: Quantizing RNNs Without Losing Accuracy
   2017/10/20 by Supriya Kapur, Kapur, Supriya, Asit Mishra +3 · 2 citations
   Computer Science · Mathematics · Physics and Astronomy · #Advanced Neural Network Applications #Model Reduction and Neural Networks #Neural Networks and Applications #cs.AI #cs.LG #stat.ML