Pooling Methods in Deep Neural Networks, a Review

16 September 2020

Papers citing "Pooling Methods in Deep Neural Networks, a Review"

38 / 38 papers shown

Title
Geospatial Mechanistic Interpretability of Large Language Models Stef De Sabbata Stefano Mizzaro Kevin Roitero AI4CE 28 0 0 06 May 2025
Beyond the Hype: Embeddings vs. Prompting for Multiclass Classification Tasks Marios Kokkodis Richard Demsyn-Jones Vijay Raghavan 21 1 0 05 Apr 2025
ACE: A Cardinality Estimator for Set-Valued Queries Yufan Sheng Xin Cao Kaiqi Zhao Yixiang Fang Jianzhong Qi Wenjie Zhang Christian S. Jensen 57 0 0 19 Mar 2025
A Generalized Unified Skew-Normal Process with Neural Bayes Inference Kesen Wang M. Genton SyDa 66 0 0 26 Nov 2024
Self-Satisfied: An end-to-end framework for SAT generation and prediction Christopher R. Serrano Jonathan Gallagher Kenji Yamada Alexei Kopylov Michael A. Warren 24 0 0 18 Oct 2024
PEDRO: Parameter-Efficient Fine-tuning with Prompt DEpenDent Representation MOdification Tianfang Xie Tianjing Li Wei Zhu Wei Han Yi Zhao 27 5 0 26 Sep 2024
Language-Agnostic Analysis of Speech Depression Detection Sona Binu Jismi Jose Fathima Shimna K V Alino Luke Hans Reni K. Cherian Starlet Ben Alex Priyanka Srivastava Chiranjeevi Yarra 19 0 0 23 Sep 2024
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities Chengkun Sun Jinqian Pan Juoli Jin Russell Stevens Terry Jiang Bian Jie Xu 20 0 0 20 Sep 2024
Physics-Informed Geometry-Aware Neural Operator Weiheng Zhong Hadi Meidani AI4CE 33 4 0 02 Aug 2024
Gaussian Process Kolmogorov-Arnold Networks Andrew Siyuan Chen 21 0 0 25 Jul 2024
Hopfield Networks for Asset Allocation Carlo Nicolini Monisha Gopalan Jacopo Staiano Bruno Lepri 14 0 0 24 Jul 2024
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning Víctor Toscano-Durán Javier Perera-Lago Eduardo Paluzo-Hidalgo Rocio Gonzalez-Diaz Miguel A. Gutiérrez-Naranjo Matteo Rucco 24 1 0 22 Mar 2024
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings Jihyeon Seong Jungmin Kim Jaesik Choi AI4TS 39 1 0 14 Mar 2024
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery Loddo Fabio Dario Piga Umberto Michelucci El Ghazouali Safouane 31 1 0 21 Feb 2024
Latent space configuration for improved generalization in supervised autoencoder neural networks Nikita Gabdullin DRL 15 1 0 13 Feb 2024
Traffic Cameras to detect inland waterway barge traffic: An Application of machine learning Geoffery Agorku Sarah Hernandez Maria Falquez Subhadipto Poddar Kwadwo Amankwah-Nkyi 23 1 0 05 Jan 2024
Interpretable Geoscience Artificial Intelligence (XGeoS-AI): Application to Demystify Image Recognition Jin‐Jian Xu Hao Zhang C. Tang Lin Li Bin Shi 11 0 0 08 Nov 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 40 3 0 22 Oct 2023
IterLara: A Turing Complete Algebra for Big Data, AI, Scientific Computing, and Database Hongxiao Li Wanling Gao Lei Wang Jianfeng Zhan 14 0 0 17 Jul 2023
Restore Translation Using Equivariant Neural Networks Yihan Wang Lijia Yu Xiao-Shan Gao 11 0 0 29 Jun 2023
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems Gjorgjina Cenikj G. Petelin Carola Doerr Peter Korošec T. Eftimov 31 11 0 08 Jun 2023
PulseNet: Deep Learning ECG-signal classification using random augmentation policy and continous wavelet transform for canines Andre Dourson R. Santilli F. Marchesotti Jennifer Schneiderman Oliver Roman Stiel ... Michael Fitzke Norbert Sithirangathan Emil Walleser Xiaoli Qiao Mark Parkinson 15 1 0 17 May 2023
Invariant Scattering Transform for Medical Imaging M. Ahsan S. Raman Zahed Siddique OOD 19 2 0 20 Apr 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge Jiangliu Wang Zhan Tong Shoufa Chen Yibing Song Ping Luo SSL 22 27 0 30 Mar 2023
Convolutional Neural Networks as 2-D systems Dennis Gramlich Patricia Pauli C. Scherer Frank Allgöwer C. Ebenbauer 3DV 23 8 0 06 Mar 2023
Hybrid machine-learned homogenization: Bayesian data mining and convolutional neural networks Julian Lißner F. Fritzen BDL 9 2 0 24 Feb 2023
NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles Craig Iaboni Thomas Kelly Pramod Abichandani 16 2 0 18 Feb 2023
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis Raunak Joshi Abhishek Gupta Nandan Kanvinde P. Ghonge 25 3 0 28 Nov 2022
MorphPool: Efficient Non-linear Pooling & Unpooling in CNNs R. Groenendijk Leo Dorst Theo Gevers 12 3 0 25 Nov 2022
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction Yanyan Shen Lifan Zhao Weiyu Cheng Zibin Zhang Wenwen Zhou Kangyi Lin 14 5 0 28 Oct 2022
Exploring Visual Interpretability for Contrastive Language-Image Pre-training Yi Li Hualiang Wang Yiqun Duan Han Xu Xiaomeng Li CLIP VLM 98 25 0 15 Sep 2022
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel Shubhi Shukla Manaar Alam Sarani Bhattacharya Debdeep Mukhopadhyay Pabitra Mitra AAML 17 2 0 01 Aug 2022
Adding Context to Source Code Representations for Deep Learning Fuwei Tian Christoph Treude 14 4 0 30 Jul 2022
From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy Udith Haputhanthri Kithmini Herath Ramith Hettiarachchi Hasindu Kariyawasam Azeem Ahmad B. Ahluwalia Chamira U. S. Edussooriya D. Wadduwage 24 2 0 23 May 2022
Detection of Tool based Edited Images from Error Level Analysis and Convolutional Neural Network Abhishek Gupta Raunak Joshi R. Laban 14 5 0 19 Apr 2022
On Convergence Lemma and Convergence Stability for Piecewise Analytic Functions Xiaotie Deng Hanyu Li Ningyuan Li 8 0 0 04 Apr 2022
Humanode Whitepaper: You are [not] a bot Dato Kavazi V. Smirnov S. Shilina Mozgiii Mingdong Li Rafael Contreras Hardik Gajera Dmitry Lavrenov the Humanode Core 14 2 0 25 Nov 2021
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012