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Photonic Accelerators for Image Segmentation in Autonomous Driving and
  Defect Detection

Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection

28 September 2023
Lakshmi Nair
David Widemann
Brad Turcott
Nick Moore
Alexandra Wleklinski
D. Bunandar
Ioannis Papavasileiou
Shihu Wang
Eric Logan
ArXivPDFHTML

Papers citing "Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection"

6 / 6 papers shown
Title
Real-time semantic segmentation on FPGAs for autonomous vehicles with
  hls4ml
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml
Nicolò Ghielmetti
Vladimir Loncar
M. Pierini
Marcel Roed
S. Summers
...
Christoffer Petersson
H. Linander
J. Ngadiuba
Kelvin Lin
Philip C. Harris
SSeg
30
20
0
16 May 2022
Adaptive Block Floating-Point for Analog Deep Learning Hardware
Adaptive Block Floating-Point for Analog Deep Learning Hardware
Ayon Basumallik
D. Bunandar
Nicholas Dronen
Nicholas Harris
Ludmila Levkova
Calvin McCarter
Lakshmi Nair
David Walter
David Widemann
9
6
0
12 May 2022
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
Tailin Liang
C. Glossner
Lei Wang
Shaobo Shi
Xiaotong Zhang
MQ
124
671
0
24 Jan 2021
Megatron-LM: Training Multi-Billion Parameter Language Models Using
  Model Parallelism
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
M. Shoeybi
M. Patwary
Raul Puri
P. LeGresley
Jared Casper
Bryan Catanzaro
MoE
243
1,817
0
17 Sep 2019
Neural Architecture Search with Reinforcement Learning
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
264
5,326
0
05 Nov 2016
Semantic Understanding of Scenes through the ADE20K Dataset
Semantic Understanding of Scenes through the ADE20K Dataset
Bolei Zhou
Hang Zhao
Xavier Puig
Tete Xiao
Sanja Fidler
Adela Barriuso
Antonio Torralba
SSeg
253
1,824
0
18 Aug 2016
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