Tailor: Altering Skip Connections for Resource-Efficient Inference

Tailor: Altering Skip Connections for Resource-Efficient Inference

18 January 2023

Gabriel Marcano

Vladimir Loncar

Alireza Khodamoradi

Javier Mauricio Duarte

Papers citing "Tailor: Altering Skip Connections for Resource-Efficient Inference"

10 / 10 papers shown

Title
UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections Lingxiao Yin Wei Tao Dongyue Zhao Tadayuki Ito Kinya Osa Masami Kato Tse-Wei Chen 38 0 0 24 Dec 2024
Error Diffusion: Post Training Quantization with Block-Scaled Number Formats for Neural Networks Alireza Khodamoradi K. Denolf Eric Dellinger MQ 39 0 0 15 Oct 2024
Towards Narrowing the Generalization Gap in Deep Boolean Networks Youngsung Kim NAI AI4CE 33 0 0 06 Sep 2024
AdaResNet: Enhancing Residual Networks with Dynamic Weight Adjustment for Improved Feature Integration Hong Su ODL 21 0 0 19 Aug 2024
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera Yan Ru Pei Sasskia Brüers Sébastien Crouzet Douglas McLelland Olivier Coenen 31 7 0 13 Apr 2024
Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark H. Borras G. D. Guglielmo Javier Mauricio Duarte Nicolò Ghielmetti B. Hawks ... Nhan Tran Yaman Umuroglu Olivia Weng Aidan Yokuda Michaela Blott VLM MQ 32 14 0 23 Jun 2022
Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage Ezechukwu I. Nwokedi R. Bains L. Bidaut Xujiong Ye Sara Wells James M. Brown 27 2 0 01 Jun 2022
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding Xinming Zhang Ningning Ma Jungong Han Guiguang Ding Jian Sun 136 1,549 0 11 Jan 2021
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 77 387 0 16 Apr 2018
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 312 36,381 0 25 Aug 2016