Self-Normalizing Neural Networks

8 June 2017

Papers citing "Self-Normalizing Neural Networks"

50 / 867 papers shown

Title
Simple Modifications to Improve Tabular Neural Networks J. Fiedler LMTD 91 19 0 06 Aug 2021
Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning Richard J. Chen Ming Y. Lu Drew F. K. Williamson Tiffany Y. Chen Jana Lipkova ... Maha Shady Mane Williams Bumjin Joo Zahra Noor Faisal Mahmood 20 13 0 04 Aug 2021
Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts Dominik Scheinert L. Thamsen Houkun Zhu Jonathan Will Alexander Acker Thorsten Wittkopp O. Kao 16 15 0 29 Jul 2021
Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection Xinyang Feng Dongjin Song Yuncong Chen Zhengzhang Chen Jingchao Ni Haifeng Chen ViT 27 70 0 29 Jul 2021
Adaptive Precision Training (AdaPT): A dynamic fixed point quantized training approach for DNNs Lorenz Kummer Kevin Sidak Tabea Reichmann Wilfried Gansterer MQ 27 5 0 28 Jul 2021
Dynamic Neural Network Architectural and Topological Adaptation and Related Methods -- A Survey Lorenz Kummer AI4CE 40 0 0 28 Jul 2021
Individual Survival Curves with Conditional Normalizing Flows Guillaume Ausset Tom Ciffreo François Portier Stéphan Clémenccon Timothée Papin 11 4 0 27 Jul 2021
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection Hemlata Tak Jee-weon Jung J. Patino Madhu R. Kamble Massimiliano Todisco Nicholas W. D. Evans 38 162 0 27 Jul 2021
Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning Karthik Garimella N. Jha Brandon Reagen 21 19 0 26 Jul 2021
Thought Flow Nets: From Single Predictions to Trains of Model Thought Hendrik Schuff Heike Adel Ngoc Thang Vu AIFin LRM 19 0 0 26 Jul 2021
Generalization of graph network inferences in higher-order graphical models Yicheng Fei Xaq Pitkow 16 0 0 12 Jul 2021
Activated Gradients for Deep Neural Networks Mei Liu Liangming Chen Xiaohao Du Long Jin Mingsheng Shang ODL AI4CE 35 135 0 09 Jul 2021
Universal approximation and model compression for radial neural networks I. Ganev Twan van Laarhoven Robin Walters 27 8 0 06 Jul 2021
RikoNet: A Novel Anime Recommendation Engine B. Soni Debangan Thakuria Nilutpal Nath Navarun Das Bhaskarananda Boro 32 4 0 24 Jun 2021
Revisiting Deep Learning Models for Tabular Data Yu. V. Gorishniy Ivan Rubachev Valentin Khrulkov Artem Babenko LMTD 48 703 0 22 Jun 2021
Well-tuned Simple Nets Excel on Tabular Datasets Arlind Kadra Marius Lindauer Frank Hutter Josif Grabocka 23 185 0 21 Jun 2021
Deep HDR Hallucination for Inverse Tone Mapping Demetris Marnerides Thomas Bashford-Rogers Kurt Debattista 19 16 0 17 Jun 2021
Target Model Agnostic Adversarial Attacks with Query Budgets on Language Understanding Models Jatin Chauhan Karan Bhukar Manohar Kaul AAML 20 1 0 13 Jun 2021
Reborn Mechanism: Rethinking the Negative Phase Information Flow in Convolutional Neural Network Zhicheng Cai Kaizhu Huang Chenglei Peng 14 0 0 13 Jun 2021
Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks Mario Lino C. Cantwell Anil A. Bharath Stathi Fotiadis AI4CE 31 48 0 09 Jun 2021
Muddling Label Regularization: Deep Learning for Tabular Datasets Karim Lounici Katia Méziani Benjamin Riu 24 6 0 08 Jun 2021
Batch Normalization Orthogonalizes Representations in Deep Random Networks Hadi Daneshmand Amir Joudaki Francis R. Bach OOD 15 37 0 07 Jun 2021
Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence A. Labatie Dominic Masters Zach Eaton-Rosen Carlo Luschi 33 21 0 07 Jun 2021
Tabular Data: Deep Learning is Not All You Need Ravid Shwartz-Ziv Amitai Armon LMTD 13 1,208 0 06 Jun 2021
GemNet: Universal Directional Graph Neural Networks for Molecules Johannes Klicpera Florian Becker Stephan Günnemann AI4CE 39 438 0 02 Jun 2021
Evolution of Activation Functions: An Empirical Investigation Andrew Nader D. Azar 22 8 0 30 May 2021
Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders Philipp Joppich S. Dorn Oliver De Candido Wolfgang Utschick Jakob Knollmuller 25 1 0 27 May 2021
Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization Yukuan Yang Xiaowei Chi Lei Deng Tianyi Yan Feng Gao Guoqi Li MQ 23 6 0 27 May 2021
KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes Artem Savkin Federico Tombari 24 1 0 26 May 2021
Deep Kronecker neural networks: A general framework for neural networks with adaptive activation functions Ameya Dilip Jagtap Yeonjong Shin Kenji Kawaguchi George Karniadakis ODL 45 131 0 20 May 2021
Activation function design for deep networks: linearity and effective initialisation Michael Murray V. Abrol Jared Tanner ODL LLMSV 29 18 0 17 May 2021
Advances in Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider A. Stakia T. Dorigo G. Banelli D. Bortoletto A. Casa ... G. Strong C. Tosciri J. Varela Pietro Vischia A. Weiler 17 3 0 16 May 2021
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles Ana-Cristina Rogoz Mihaela Găman Radu Tudor Ionescu 32 11 0 13 May 2021
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data Hadrien Pujol Éric Bavu Alexandre Garcia 44 22 0 27 Apr 2021
Development of digitally obtainable 10-year risk scores for depression and anxiety in the general population D. Morelli N. Dolezalova S. Ponzo M. Colombo D. Plans 14 1 0 20 Apr 2021
Development of an accessible 10-year Digital CArdioVAscular (DiCAVA) risk assessment: a UK Biobank study N. Dolezalova Angus B. Reed A. Despotovic B. Obika D. Morelli M. Aral D. Plans 11 14 0 20 Apr 2021
Scale Invariant Monte Carlo under Linear Function Approximation with Curvature based step-size Rahul Madhavan Hemant Makwana 18 0 0 15 Apr 2021
Not All Attention Is All You Need Hongqiu Wu Hai Zhao Min Zhang 22 9 0 10 Apr 2021
High-Throughput Virtual Screening of Small Molecule Inhibitors for SARS-CoV-2 Protein Targets with Deep Fusion Models Garrett A. Stevenson Derek Jones Hyojin Kim W. D. Bennett B. Bennion ... A. Zemla Xiaohua Zhang Fangqiang Zhu F. Lightstone Jonathan E. Allen 23 15 0 09 Apr 2021
Learning specialized activation functions with the Piecewise Linear Unit Yucong Zhou Zezhou Zhu Zhaobai Zhong 35 14 0 08 Apr 2021
Modern Hopfield Networks for Few- and Zero-Shot Reaction Template Prediction Philipp Seidl Philipp Renz N. Dyubankova Paulo Neves Jonas Verhoeven Marwin H. S. Segler J. Wegner Sepp Hochreiter Günter Klambauer 38 17 0 07 Apr 2021
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network A. Nguyen Khoa Pham Dat Ngo T. Ngo L. D. Pham 31 34 0 05 Apr 2021
Few-Shot Keyword Spotting in Any Language Mark Mazumder Colby R. Banbury Josh Meyer Pete Warden Vijay Janapa Reddi 21 41 0 03 Apr 2021
Deep Learning of Conjugate Mappings J. Bramburger S. Patterson J. Nathan Kutz 29 15 0 01 Apr 2021
Reliable Detection of Compressed and Encrypted Data Fabio De Gaspari Dorjan Hitaj Giulio Pagnotta Lorenzo De Carli L. Mancini 4 17 0 31 Mar 2021
Under Pressure: Learning to Detect Slip with Barometric Tactile Sensors Abhinav Grover C. Grebe Philippe Nadeau Jonathan Kelly 16 6 0 24 Mar 2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases Ilias Chalkidis Manos Fergadiotis D. Tsarapatsanis Nikolaos Aletras Ion Androutsopoulos Prodromos Malakasiotis AILaw 29 107 0 24 Mar 2021
Initializing ReLU networks in an expressive subspace of weights Dayal Singh J. SreejithG 17 4 0 23 Mar 2021
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis Amin Heyrani Nobari Wei Chen Faez Ahmed GAN AI4CE 19 11 0 10 Mar 2021
Proof-of-Learning: Definitions and Practice Hengrui Jia Mohammad Yaghini Christopher A. Choquette-Choo Natalie Dullerud Anvith Thudi Varun Chandrasekaran Nicolas Papernot AAML 25 99 0 09 Mar 2021