Convolutional Neural Networks at Constrained Time Cost

4 December 2014

Papers citing "Convolutional Neural Networks at Constrained Time Cost"

50 / 214 papers shown

Title
MicroNAS: An Automated Framework for Developing a Fall Detection System Seyed Mojtaba Mohasel John Sheppard Lindsey K. Molina Richard R. Neptune Shane R. Wurdeman Corey A. Pew 29 1 0 10 Apr 2025
Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU Giulio Malenza Francesco Targa Adriano Marques Garcia Marco Aldinucci Robert Birke 27 0 0 03 Apr 2025
Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation Shiyi Jiang F. Firouzi Krishnendu Chakrabarty AAML MedIm 46 0 0 19 Mar 2025
Spiking Neural Network Feature Discrimination Boosts Modality Fusion Katerina Maria Oikonomou Ioannis Kansizoglou Antonios Gasteratos 41 0 0 05 Feb 2025
PTEENet: Post-Trained Early-Exit Neural Networks Augmentation for Inference Cost Optimization Assaf Lahiany Yehudit Aperstein 33 4 0 07 Jan 2025
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics Kaichen Xu Qilong Wu Yan Lu Yinan Zheng W. Li Xingjie Tang Jun Wang Xiaobo Sun 79 0 0 14 Dec 2024
Universal approximation property of ODENet and ResNet with a single activation function M. Kimura Kazunori Matsui Yosuke Mizuno 28 0 0 22 Oct 2024
Cyber Attacks Prevention Towards Prosumer-based EV Charging Stations: An Edge-assisted Federated Prototype Knowledge Distillation Approach Luyao Zou Quang Hieu Vo Kitae Kim Huy Q. Le Chu Myaet Thwal Chaoning Zhang Choong Seon Hong 39 1 0 17 Oct 2024
Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning Ouwen Huan T. Luo Mingzhe Chen 26 1 0 15 Oct 2024
Multi-modal Data based Semi-Supervised Learning for Vehicle Positioning Ouwen Huan Yang Yang T. Luo Mingzhe Chen 22 0 0 15 Oct 2024
Fully Asynchronous Neuromorphic Perception for Mobile Robot Dodging with Loihi Chips Junjie Jiang Delei Kong Chenming Hu Zheng Fang 33 0 0 14 Oct 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 41 8 0 02 May 2024
FedSPU: Personalized Federated Learning for Resource-constrained Devices with Stochastic Parameter Update Ziru Niu Hai Dong •. A. K. Qin 39 2 0 18 Mar 2024
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging Matteo Pagliardini Amirkeivan Mohtashami F. Fleuret Martin Jaggi 40 6 0 04 Feb 2024
Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations Jiangbin Lyu Xu Chen Jiefeng Zhang Liqun Fu 6 1 0 16 Dec 2023
A convergence result of a continuous model of deep learning via Łojasiewicz--Simon inequality Noboru Isobe 21 2 0 26 Nov 2023
Straggler-resilient Federated Learning: Tackling Computation Heterogeneity with Layer-wise Partial Model Training in Mobile Edge Network Student Member Ieee Hongda Wu F. I. C. V. Ping Wang Aswartha Narayana FedML 52 1 0 16 Nov 2023
Sky Imager-Based Forecast of Solar Irradiance Using Machine Learning A. Al-lahham Obaidah Theeb Khaled Elalem Tariq A. Alshawi Saleh A. Alshebeili 18 38 0 26 Oct 2023
Unknown Health States Recognition With Collective Decision Based Deep Learning Networks In Predictive Maintenance Applications Chuyue Lou M. Amine Atoui 14 1 0 25 Oct 2023
A Benchmarking Protocol for SAR Colorization: From Regression to Deep Learning Approaches Kangqing Shen G. Vivone Xiaoyuan Yang Simone Lolli Michael Schmitt 38 7 0 12 Oct 2023
Evolution of Convolutional Neural Network (CNN): Compute vs Memory bandwidth for Edge AI Dwith Chenna 10 3 0 24 Sep 2023
Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning Siyang Jiang Rui Fang Hsi-Wen Chen Wei Ding Ming-Syan Chen 21 1 0 05 Sep 2023
AIoT-Based Drum Transcription Robot using Convolutional Neural Networks Yukun Su Yi Yang 20 1 0 29 Aug 2023
WCCNet: Wavelet-integrated CNN with Crossmodal Rearranging Fusion for Fast Multispectral Pedestrian Detection Xingjian Wang Li Chai Jiming Chen Zhiguo Shi 34 1 0 02 Aug 2023
From NeurODEs to AutoencODEs: a mean-field control framework for width-varying Neural Networks Cristina Cipriani M. Fornasier Alessandro Scagliotti AI4CE 16 5 0 05 Jul 2023
WavPool: A New Block for Deep Neural Networks Samuel D. McDermott M. Voetberg Brian D. Nord 14 0 0 14 Jun 2023
Deep Learning-based Estimation for Multitarget Radar Detection Mamady Delamou Ahmad Bazzi Marwa Chafii El-Mehdi Amhoud ObjD 16 13 0 05 May 2023
Confidence-driven Bounding Box Localization for Small Object Detection H. Sun Baochang Zhang Yanjing Li Xianbin Cao 24 1 0 03 Mar 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics Jiacheng Zhu Jielin Qiu Aritra Guha Zhuolin Yang X. Nguyen Bo-wen Li Ding Zhao OOD 34 2 0 04 Feb 2023
Energy Efficiency Maximization in IRS-Aided Cell-Free Massive MIMO System Si-Nian Jin Dianwu Yue Yi-Ling Chen Qing Hu 19 4 0 24 Dec 2022
Structure-Enhanced DRL for Optimal Transmission Scheduling Jiazhen Chen Wanchun Liu Daniel E. Quevedo Saeed R. Khosravirad Yonghui Li Branka Vucetic OffRL 26 10 0 24 Dec 2022
Resource Allocation of Federated Learning for the Metaverse with Mobile Augmented Reality Xinyu Zhou Chang-rui Liu Junfeng Zhao 29 22 0 16 Nov 2022
Automatic Change-Point Detection in Time Series via Deep Learning Jie Li Paul Fearnhead Piotr Fryzlewicz Teng Wang AI4TS 13 16 0 07 Nov 2022
A Law of Data Separation in Deep Learning Hangfeng He Weijie J. Su OOD 32 37 0 31 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 53 34 0 27 Sep 2022
Top-Tuning: a study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods P. D. Alfano Vito Paolo Pastore Lorenzo Rosasco Francesca Odone 26 6 0 16 Sep 2022
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learning Li-Huan Du Guohao Lan 26 4 0 14 Sep 2022
FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Buildings Ashish Gupta Hari Prabhat Gupta Sajal K. Das 34 1 0 03 Sep 2022
A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation Yan Qin Chau Yuen Xunyuan Yin B. Huang 16 13 0 01 Sep 2022
Transfer Learning-based State of Health Estimation for Lithium-ion Battery with Cycle Synchronization K. Zhou Yan Qin Chau Yuen 29 24 0 23 Aug 2022
TreeSketchNet: From Sketch To 3D Tree Parameters Generation Gilda Manfredi N. Capece U. Erra M. Gruosso 28 11 0 25 Jul 2022
Towards Personalized Healthcare in Cardiac Population: The Development of a Wearable ECG Monitoring System, an ECG Lossy Compression Schema, and a ResNet-Based AF Detector Wei-Ying Yi Peng Liu Sheung-Lai Lo Ya-Fen Chan Yu Zhou Yee Leung Kam-Sang Woo Alex Pui-Wai Lee Jiaming Chen K. Leung 13 1 0 11 Jul 2022
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms Lam M. Nguyen Trang H. Tran 32 2 0 13 Jun 2022
Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation Akash S. Doshi Manan Gupta J. Andrews 24 22 0 25 May 2022
Text to artistic image generation Qinghe Tian Jean-Claude Franchitti GAN 25 1 0 05 May 2022
Supervised Robustness-preserving Data-free Neural Network Pruning Mark Huasong Meng Guangdong Bai Sin Gee Teo Jin Song Dong AAML 26 4 0 02 Apr 2022
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization Menelaos Kanakis S. Maurer Matteo Spallanzani Ajad Chhatkuli Luc Van Gool 3DPC 29 13 0 07 Mar 2022
A Survey on Automated Sarcasm Detection on Twitter Bleau Moores Vijay K. Mago 25 14 0 05 Feb 2022
An Experimental Study of the Impact of Pre-training on the Pruning of a Convolutional Neural Network Nathan Hubens M. Mancas B. Gosselin Marius Preda T. Zaharia VLM CVBM 23 8 0 15 Dec 2021
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees Kuan-Lin Chen Ching-Hua Lee H. Garudadri Bhaskar D. Rao AI4TS 17 6 0 10 Nov 2021