Presentations
Quantization Strategy for Pareto-Optimally Low-Cost and Accurate CNN
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Kengo Nakata
Dynamically-Biased Fixed-Point LSTM for Time Series Processing in AIoT Edge Device
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Jinhai Hu
iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Tian Gao
Author(s): Arijit Raychowdhury, Tian Gao, Zishen Wan, Yuyang Zhang, Bo Yu, Yanjun Zhang, Shaoshan Liu
LOMA: Fast Auto-Scheduling on DNN Accelerators Through Loop-Order-Based Memory Allocation
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Arne Symons
Analyzing the Energy-Latency-Area-Accuracy Trade-Off Across Contemporary Neural Networks
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Vikram Jain
Integer-Only Approximated MFCC for Ultra-Low Power Audio NN Processing on Multi-Core MCUs
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Marco Fariselli
Adaptable Approximation Based on Bit Decomposition for Deep Neural Network Accelerators
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Soliman, Taha
Two-Phase Scheme for Trimming QTMT CU Partition Using Multi-Branch Convolutional Neural Networks
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Pin-Chieh Fu
Ensemble of Pruned Networks for Reliable Classifiers
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Han Zhang
Author(s): Zhen Gao, Han Zhang, Xiaohui Wei, Jiajun Xiao, Shulin Zeng, Guangjun Ge, Yu Wang, Pedro Reviriego
Memory Efficient Invertible Neural Networks for Class-Incremental Learning
Presented Date:Jul 04, 10:44pm UTCPresenter(s): Guillaume Hocquet
Chairs
Chair(s)
Display Name
Somnath Paul
- Affiliation
-
AffiliationIntel
- Country
-
CountryUnited States
Display Name
Jong-Hyeok Yoon
- Affiliation
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AffiliationDGIST
- Country
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CountrySouth Korea