Self-Normalizing Neural Networks

8 June 2017

Papers citing "Self-Normalizing Neural Networks"

50 / 867 papers shown

Title
Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives Wentao Yuan Qingtian Zhu Xiangyue Liu Yikang Ding Haotian Zhang Chi Zhang 19 3 0 21 Jul 2022
Why do tree-based models still outperform deep learning on tabular data? Léo Grinsztajn Edouard Oyallon Gaël Varoquaux LMTD 35 357 0 18 Jul 2022
Revisiting Pretraining Objectives for Tabular Deep Learning Ivan Rubachev Artem Alekberov Yu. V. Gorishniy Artem Babenko LMTD 21 41 0 07 Jul 2022
Transfer Learning with Deep Tabular Models Roman Levin Valeriia Cherepanova Avi Schwarzschild Arpit Bansal C. Bayan Bruss Tom Goldstein A. Wilson Micah Goldblum OOD FedML LMTD 75 58 0 30 Jun 2022
AutoInit: Automatic Initialization via Jacobian Tuning Tianyu He Darshil Doshi Andrey Gromov 14 4 0 27 Jun 2022
Disentangling representations in Restricted Boltzmann Machines without adversaries Jorge Fernandez-de-Cossio-Diaz Simona Cocco R. Monasson DRL 40 13 0 23 Jun 2022
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images Benjamin Hadwiger Christian Riess 21 3 0 21 Jun 2022
0/1 Deep Neural Networks via Block Coordinate Descent Hui Zhang Shenglong Zhou Geoffrey Ye Li N. Xiu 33 7 0 19 Jun 2022
Energy reconstruction for large liquid scintillator detectors with machine learning techniques: aggregated features approach Arsenii Gavrikov Y. Malyshkin F. Ratnikov 16 7 0 17 Jun 2022
MCD: Marginal Contrastive Discrimination for conditional density estimation Benjamin Riu 27 0 0 03 Jun 2022
Hopular: Modern Hopfield Networks for Tabular Data Bernhard Schafl Lukas Gruber Angela Bitto-Nemling Sepp Hochreiter LMTD 25 27 0 01 Jun 2022
A Simulation Environment and Reinforcement Learning Method for Waste Reduction Sami Jullien Mozhdeh Ariannezhad Paul T. Groth Maarten de Rijke OOD OffRL 11 4 0 30 May 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 33 9 0 30 May 2022
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead Niccolò Cavagnero F. F. dos Santos Marco Ciccone Giuseppe Averta Tatiana Tommasi Paolo Rech AAML AI4CE 19 8 0 28 May 2022
On Bridging the Gap between Mean Field and Finite Width in Deep Random Neural Networks with Batch Normalization Amir Joudaki Hadi Daneshmand Francis R. Bach AI4CE 21 2 0 25 May 2022
Constrained Monotonic Neural Networks D. Runje Sharath M. Shankaranarayana 36 18 0 24 May 2022
Gaussian Pre-Activations in Neural Networks: Myth or Reality? Pierre Wolinski Julyan Arbel AI4CE 73 8 0 24 May 2022
Tackling Provably Hard Representative Selection via Graph Neural Networks Seyed Mehran Kazemi Anton Tsitsulin Hossein Esfandiari M. Bateni Deepak Ramachandran Bryan Perozzi Vahab Mirrokni 29 2 0 20 May 2022
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang Jimeng Sun LMTD 36 137 0 19 May 2022
AdaCap: Adaptive Capacity control for Feed-Forward Neural Networks Katia Méziani Karim Lounici Benjamin Riu 11 0 0 09 May 2022
SmoothNets: Optimizing CNN architecture design for differentially private deep learning Nicolas W. Remerscheid Alexander Ziller Daniel Rueckert Georgios Kaissis 9 6 0 09 May 2022
REMuS-GNN: A Rotation-Equivariant Model for Simulating Continuum Dynamics Mario Lino Stati Fotiadis Anil A. Bharath C. Cantwell AI4CE 19 3 0 05 May 2022
Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks Mario Lino Stathi Fotiadis Anil A. Bharath C. Cantwell AI4CE 11 12 0 05 May 2022
Virtual Analog Modeling of Distortion Circuits Using Neural Ordinary Differential Equations Jan Wilczek Alec Wright Vesa Valimaki Emanuel Habets 22 4 0 04 May 2022
A Novel Fast Exact Subproblem Solver for Stochastic Quasi-Newton Cubic Regularized Optimization Jarad Forristal J. Griffin Wenwen Zhou S. Yektamaram ODL 10 0 0 19 Apr 2022
Imbalanced Classification via a Tabular Translation GAN Jonathan Gradstein Moshe Salhov Yoav Tulpan Ofir Lindenbaum Amir Averbuch 19 0 0 19 Apr 2022
DeepCSI: Rethinking Wi-Fi Radio Fingerprinting Through MU-MIMO CSI Feedback Deep Learning Francesca Meneghello M. Rossi Francesco Restuccia 16 13 0 15 Apr 2022
Transformers for 1D Signals in Parkinson's Disease Detection from Gait Duc Minh Nguyen Mehdi Miah Guillaume-Alexandre Bilodeau W. Bouachir ViT 17 21 0 01 Apr 2022
Addressing Missing Sources with Adversarial Support-Matching T. Kehrenberg Myles Bartlett V. Sharmanska Novi Quadrianto 13 1 0 24 Mar 2022
Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach Xiao-Yang Liu Bo Gao Basem Suleiman Han You Zisu Ma Yu Liu Ali Anaissi 18 6 0 23 Mar 2022
Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images Kai Yan LanYue Liang Ziqiang Zheng Guoqing Wang Yang Yang 15 13 0 17 Mar 2022
Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning Abdullah Bazarov M. Benito G. Hütsi R. Kipper J. Pata Sven Põder 11 2 0 15 Mar 2022
Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers Guodong Zhang Aleksandar Botev James Martens OffRL 26 26 0 15 Mar 2022
Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features Arman Rahmim Amirhosein Toosi Mohammad R. Salmanpour Natalia Dubljevic I. Janzen ... Cheryl Ho Habib Zaidi Calum MacAulay C. Uribe F. Yousefirizi MedIm 11 16 0 12 Mar 2022
Masked Visual Pre-training for Motor Control Tete Xiao Ilija Radosavovic Trevor Darrell Jitendra Malik SSL 34 242 0 11 Mar 2022
On Embeddings for Numerical Features in Tabular Deep Learning Yura Gorishniy Ivan Rubachev Artem Babenko LMTD 13 156 0 10 Mar 2022
Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data C. Cui Han Liu Quan Liu Ruining Deng Zuhayr Asad Shilin Zhao Haichun Yang Bennett A. Landman Yuankai Huo 23 23 0 08 Mar 2022
DuMLP-Pin: A Dual-MLP-dot-product Permutation-invariant Network for Set Feature Extraction Jiajun Fei Ziyu Zhu Wenlei Liu Zhidong Deng Mingyang Li Huanjun Deng Shuo Zhang 3DPC 8 6 0 08 Mar 2022
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation Sina Sajadmanesh Ali Shahin Shamsabadi A. Bellet D. Gática-Pérez 27 63 0 02 Mar 2022
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation C. Galazis Huiyi Wu Zhuoyu Li Camille F Petri Anil A. Bharath Marta Varela MedIm 14 8 0 01 Mar 2022
Do autoencoders need a bottleneck for anomaly detection? Bang Xiang Yong Alexandra Brintrup UQCV 11 9 0 25 Feb 2022
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation Hemlata Tak Massimiliano Todisco Xin Wang Jee-weon Jung Junichi Yamagishi Nicholas W. D. Evans 34 151 0 24 Feb 2022
Activation Functions: Dive into an optimal activation function V. Bansal FAtt 21 2 0 24 Feb 2022
Attainability and Optimality: The Equalized Odds Fairness Revisited Zeyu Tang Kun Zhang FaML 16 11 0 24 Feb 2022
Learning to Detect Slip with Barometric Tactile Sensors and a Temporal Convolutional Neural Network Abhinav Grover Philippe Nadeau C. Grebe Jonathan Kelly 27 9 0 19 Feb 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization Brandon Trabucco Xinyang Geng Aviral Kumar Sergey Levine OffRL 29 95 0 17 Feb 2022
Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations G. Shamir Dong Lin HAI OffRL 25 6 0 14 Feb 2022
Graph-adaptive Rectified Linear Unit for Graph Neural Networks Yifei Zhang Hao Zhu Ziqiao Meng Piotr Koniusz Irwin King 35 32 0 13 Feb 2022
Random vector functional link network: recent developments, applications, and future directions Anil Kumar Malik Ruobin Gao M. A. Ganaie M. Tanveer Ponnuthurai Nagaratnam Suganthan 22 104 0 13 Feb 2022
Polyphonic pitch detection with convolutional recurrent neural networks Carl Thomé Sven Ahlback 25 8 0 04 Feb 2022