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Position Paper: ASPLOS'20 - PatDNN: Achieving Real-Time DNN Execution on Mobile Devices
3D CNN acceleration on FPGA with hardware-aware pruning
Beyond real-time! Mobile acceleration of RNNs for speech recognition
ISLPED2020 design contest First Prize: CoCoPIE demo
AQFP Superconducting-Based Deep Learning Acceleration
[ECCV 2020 Demonstration]: Real-Time Inference on Mobile for Various DNN Applications.
Towards Ultra-efficient DNN Inference Acceleration on Edge Devices for Wellbeing Applications
Pruning without data! - A Privacy-aware DNN Pruning and Mobile Acceleration
Towards Best Possible DL Acceleration on the Edge - A Compression-Compilation Co-Design Framework
NeurIPS ML4AD workshop: Real-Time Object Detection on Mobile via Compression-Compilation Co-Design
[AAAI21]YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
[HPCA'21] Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework
Real-time YOLO-V4 object detection on smartphone 6
Real-time YOLO-V4 object detection on smartphone 1
Real-time Yolact instance segmentation on smartphone 1
