Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping
via Reconfigurable CMOS Image Sensors

Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors

25 September 2024

Md. Abdullah-Al Kaiser

Sreetama Sarkar

Peter A. Beerel

Akhilesh R. Jaiswal

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Papers citing "Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors"

12 / 12 papers shown

Title
MaskVD: Region Masking for Efficient Video Object Detection Sreetama Sarkar Gourav Datta Souvik Kundu Kai Zheng Chirayata Bhattacharyya Peter A. Beerel 74 3 0 16 Jul 2024
Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers Matthew Dutson Yin Li M. Gupta ViT 81 10 0 25 Aug 2023
In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision Gourav Datta Zeyu Liu Md. Abdullah-Al Kaiser Souvik Kundu Joe Mathai Zihan Yin Ajey P. Jacob Akhilesh R. Jaiswal Peter A. Beerel 80 12 0 21 Dec 2022
P2M: A Processing-in-Pixel-in-Memory Paradigm for Resource-Constrained TinyML Applications Gourav Datta Souvik Kundu Zihan Yin R. T. Lakkireddy Joe Mathai A. Jacob Peter A. Beerel Akhilesh R. Jaiswal 49 38 0 07 Mar 2022
Real-Time Gaze Tracking with Event-Driven Eye Segmentation Yu Feng Nathan Goulding Asif Khan Hans Reyserhove Yuhao Zhu 60 45 0 19 Jan 2022
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,802 0 23 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 673 41,430 0 22 Oct 2020
$Towards Autonomous Driving: a Multi-Modal 360$^{\circ}$ Perception Proposal$ Towards Autonomous Driving: a Multi-Modal 360 $^{\circ}$ Perception Proposal Jorge Beltrán Carlos Guindel Irene Cortés Alejandro Barrera Armando Astudillo Jesús Urdiales Mario Álvarez Farid Bekka V. Milanés F. García 3DPC 41 14 0 21 Aug 2020
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 366 27,244 0 20 Mar 2017
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,042 0 27 Jun 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 531 62,377 0 04 Jun 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014