Deep Learning in Neural Networks: An Overview

30 April 2014

Papers citing "Deep Learning in Neural Networks: An Overview"

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Title
Benchmarking Machine Learning Models to Predict Corporate Bankruptcy Emmanuel Alanis S. Chava Agam Shah 28 5 0 22 Dec 2022
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 31 7 0 22 Dec 2022
An Extension of Fisher's Criterion: Theoretical Results with a Neural Network Realization Ibrahim Alsolami T. Fukai 9 1 0 19 Dec 2022
Foundation models in brief: A historical, socio-technical focus Johannes Schneider VLM 29 9 0 17 Dec 2022
PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization Qiqi Duan Guochen Zhou Chang Shao Zhuowei Wang Mingyang Feng Yuwei Huang Yajing Tan Yijun Yang Qi Zhao Yuhui Shi 34 5 0 12 Dec 2022
Statistical guarantees for sparse deep learning Johannes Lederer 21 11 0 11 Dec 2022
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions Sundas Iftikhar S. Gill Chenghao Song Minxian Xu M. Aslanpour ... Félix Cuadrado Blesson Varghese Omer F. Rana Schahram Dustdar Steve Uhlig 39 133 0 09 Dec 2022
Synthetic data enable experiments in atomistic machine learning John L A Gardner Z. Beaulieu Volker L. Deringer 37 6 0 29 Nov 2022
Hypernetworks for Zero-shot Transfer in Reinforcement Learning S. Rezaei-Shoshtari Charlotte Morissette F. Hogan Gregory Dudek D. Meger OffRL 17 14 0 28 Nov 2022
Attribution-based XAI Methods in Computer Vision: A Review Kumar Abhishek Deeksha Kamath 35 18 0 27 Nov 2022
Learn to explain yourself, when you can: Equipping Concept Bottleneck Models with the ability to abstain on their concept predictions J. Lockhart Daniele Magazzeni Manuela Veloso 17 4 0 21 Nov 2022
Learning on tree architectures outperforms a convolutional feedforward network Yuval Meir Itamar Ben-Noam Yarden Tzach Shiri Hodassman Ido Kanter AI4CE 11 6 0 21 Nov 2022
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 34 117 0 21 Nov 2022
On the Sample Complexity of Two-Layer Networks: Lipschitz vs. Element-Wise Lipschitz Activation Amit Daniely Elad Granot MLT 32 1 0 17 Nov 2022
Efficient shallow learning as an alternative to deep learning Yuval Meir Ofek Tevet Yarden Tzach Shiri Hodassman Ronit D. Gross Ido Kanter 35 17 0 15 Nov 2022
Renewing Iterative Self-labeling Domain Adaptation with Application to the Spine Motion Prediction Gecheng Chen Yu Zhou Xudong Zhang Rui Tuo 27 1 0 14 Nov 2022
Re-visiting Reservoir Computing architectures optimized by Evolutionary Algorithms Sebastian Basterrech T. Sharma 18 1 0 11 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 35 32 0 07 Nov 2022
An Improved Time Feedforward Connections Recurrent Neural Networks Jin Wang Yongsong Zou Se-Jung Lim AI4TS 27 3 0 03 Nov 2022
Entity Matching by Pool-based Active Learning Youfang Han Chunping Li 36 2 0 01 Nov 2022
A Law of Data Separation in Deep Learning Hangfeng He Weijie J. Su OOD 32 38 0 31 Oct 2022
Natural Language Syntax Complies with the Free-Energy Principle Elliot Murphy E. Holmes K. Friston 13 11 0 27 Oct 2022
Neural ODEs as Feedback Policies for Nonlinear Optimal Control I. O. Sandoval Panagiotis Petsagkourakis Ehecatl Antonio del Rio Chanona 25 9 0 20 Oct 2022
Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2 V. Sambandham Konstantin Kirchheim S. Mukhopadhaya F. Ortmeier ViT 37 0 0 14 Oct 2022
Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction T. M. Khan Syed S. Naqvi A. Robles-Kelly Erik H. W. Meijering 46 7 0 14 Oct 2022
Microscopy is All You Need Sergei V. Kalinin Rama K Vasudevan Yongtao Liu Ayana Ghosh Kevin M. Roccapriore M. Ziatdinov 28 0 0 12 Oct 2022
SML:Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction Wenlong Deng Lang Lang Ziqiang Liu B. Liu 26 0 0 09 Oct 2022
A Transformer-based deep neural network model for SSVEP classification Jianbo Chen Yangsong Zhang Yudong Pan Peng Xu Cuntai Guan 22 50 0 09 Oct 2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen Zhihua Jin Sabri Eyuboglu Christopher Ré Matei A. Zaharia James Zou 51 9 0 18 Sep 2022
A review of predictive uncertainty estimation with machine learning Hristos Tyralis Georgia Papacharalampous UD UQCV 59 43 0 17 Sep 2022
SENDER: SEmi-Nonlinear Deep Efficient Reconstructor for Extraction Canonical, Meta, and Sub Functional Connectivity in the Human Brain Wei Zhang Yun-Jian Bao 9 0 0 12 Sep 2022
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability Jorge S. S. Júnior Jérôme Mendes F. Souza C. Premebida AI4CE 23 9 0 09 Sep 2022
A simple approach for quantizing neural networks J. Maly Rayan Saab MQ 24 11 0 07 Sep 2022
CNN-based Prediction of Network Robustness With Missing Edges Chengpei Wu Yang Lou Ruizi Wu Wenwen Liu Junli Li 13 7 0 25 Aug 2022
A model-based approach to meta-Reinforcement Learning: Transformers and tree search Brieuc Pinon Jean-Charles Delvenne Raphaël Jungers OffRL 32 3 0 24 Aug 2022
Trace and Detect Adversarial Attacks on CNNs using Feature Response Maps Mohammadreza Amirian Friedhelm Schwenker Thilo Stadelmann AAML 27 16 0 24 Aug 2022
Alexa, Predict My Flight Delay Sia Gholami Saba Khashe 26 6 0 21 Aug 2022
Neural network facilitated ab initio derivation of linear formula: A case study on formulating the relationship between DNA motifs and gene expression Chengyu Liu Wei Wang 17 0 0 19 Aug 2022
Provable Acceleration of Nesterov's Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks Xin Liu Wei Tao Wei Li Dazhi Zhan Jun Wang Zhisong Pan ODL 30 1 0 08 Aug 2022
Edge-centric Optimization of Multi-modal ML-driven eHealth Applications A. Kanduri Sina Shahhosseini Emad Kasaeyan Naeini Hamid Alikhani P. Liljeberg N. Dutt Amir M. Rahmani 35 7 0 04 Aug 2022
Optimal Convergence Rates of Deep Neural Networks in a Classification Setting Josephine T. Meyer 27 2 0 25 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 33 28 0 19 Jul 2022
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX Xia Chen Xiangbin Teng Hannah S. Chen Yafeng Pan Philipp Geyer 34 44 0 15 Jul 2022
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method Shahed Rezaei Ali Harandi Ahmad Moeineddin Bai-Xiang Xu Stefanie Reese 21 112 0 27 Jun 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Muhammad Maaz Abdelrahman M. Shaker Hisham Cholakkal Salman Khan Syed Waqas Zamir Rao Muhammad Anwer Fahad Shahbaz Khan ViT 40 184 0 21 Jun 2022
Critical Investigation of Failure Modes in Physics-informed Neural Networks S. Basir Inanc Senocak PINN AI4CE 10 18 0 20 Jun 2022
Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability L. Herm Kai Heinrich Jonas Wanner Christian Janiesch 19 84 0 20 Jun 2022
Interactive Visual Reasoning under Uncertainty Manjie Xu Guangyuan Jiang Wei Liang Song-Chun Zhu Yixin Zhu LRM 47 5 0 18 Jun 2022
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs Limei Wang Yi Liu Yu-Ching Lin Hao Liu Shuiwang Ji GNN 52 89 0 17 Jun 2022
Machine Learning-Driven Process of Alumina Ceramics Laser Machining R. Behbahani H. Sarvestani E. Fatehi Elham Kiyani B. Ashrafi M. Karttunen M. Rahmat AI4CE 18 15 0 13 Jun 2022