Self-Normalizing Neural Networks

8 June 2017

Papers citing "Self-Normalizing Neural Networks"

50 / 866 papers shown

Title
TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling Yury Gorishniy Akim Kotelnikov Artem Babenko LMTD MoE 92 6 0 31 Oct 2024
Power side-channel leakage localization through adversarial training of deep neural networks Jimmy Gammell A. Raghunathan Kaushik Roy AAML 24 0 0 29 Oct 2024
Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations Amir Joudaki Thomas Hofmann MLT 13 0 0 26 Oct 2024
Emotion Recognition with Facial Attention and Objective Activation Functions Andrzej Miskow Abdulrahman Altahhan CVBM 23 0 0 23 Oct 2024
Leaky ReLUs That Differ in Forward and Backward Pass Facilitate Activation Maximization in Deep Neural Networks C. Linse Erhardt Barth Thomas Martinetz 24 0 0 22 Oct 2024
TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering A. Habib Kesheng Wang Mary-Anne Hartley Gianfranco Doretto Donald Adjeroh LMTD 35 1 0 17 Oct 2024
HSR-Enhanced Sparse Attention Acceleration Bo Chen Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao-quan Song 93 18 0 14 Oct 2024
Towards virtual painting recolouring using Vision Transformer on X-Ray Fluorescence datacubes A. Bombini Fernando García-Avello Bofías Francesca Giambi Chiara Ruberto 21 0 0 11 Oct 2024
DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators Shao-Ting Chiu Junyuan Hong Ulisses Braga-Neto BDL 30 0 0 11 Oct 2024
RelUNet: Relative Channel Fusion U-Net for Multichannel Speech Enhancement Ibrahim Aldarmaki Thamar Solorio Bhiksha Raj Hanan Aldarmaki 18 0 0 07 Oct 2024
Topology-Informed Machine Learning for Efficient Prediction of Solid Oxide Fuel Cell Electrode Polarization Maksym Szemer Szymon Buchaniec Tomasz Prokop G. Brus 16 0 0 04 Oct 2024
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown Xingzhou Lou Dong Yan Wei Shen Yuzi Yan Jian Xie Junge Zhang 45 22 0 01 Oct 2024
Cauchy activation function and XNet Xin Li Zhihong Xia Hongkun Zhang 40 4 0 28 Sep 2024
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications Joshua Albert Csaba Balazs A. Fowlie Will Handley Nicholas Hunt-Smith Roberto Ruiz de Austri Martin White 32 3 0 27 Sep 2024
CombU: A Combined Unit Activation for Fitting Mathematical Expressions with Neural Networks Jiayu Li Zilong Zhao Kevin Yee Uzair Javaid Biplab Sikdar 19 1 0 25 Sep 2024
TabGraphs: A Benchmark and Strong Baselines for Learning on Graphs with Tabular Node Features Gleb Bazhenov Oleg Platonov Liudmila Prokhorenkova LMTD 26 1 0 22 Sep 2024
BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models Chengkun Sun Jinqian Pan Russell Stevens Terry Jiang Bian Jie Xu DiffM 23 0 0 19 Sep 2024
FedAT: Federated Adversarial Training for Distributed Insider Threat Detection R. Gayathri Atul Sajjanhar Md Palash Uddin Yong Xiang FedML 20 0 0 19 Sep 2024
Graph Convolutional Neural Networks as Surrogate Models for Climate Simulation Kevin Potter Carianne Martinez Reina Pradhan Samantha Brozak Steven Sleder Lauren Wheeler AI4Cl AI4CE 25 0 0 19 Sep 2024
NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis Romeo Lanzino Federico Fontana Luigi Cinque Francesco Scarcello Atsuto Maki MedIm 34 3 0 18 Sep 2024
Rational-WENO: A lightweight, physically-consistent three-point weighted essentially non-oscillatory scheme S. Shahane Sheide Chammas Deniz A. Bezgin Aaron B. Buhendwa Steffen J. Schmidt ... Spencer H. Bryngelson Yi-Fan Chen Qing Wang Fei Sha Leonardo Zepeda-Núnez 33 1 0 13 Sep 2024
ExIQA: Explainable Image Quality Assessment Using Distortion Attributes Sepehr Kazemi Ranjbar Emad Fatemizadeh 39 0 0 10 Sep 2024
Accelerating the discovery of steady-states of planetary interior dynamics with machine learning Siddhant Agarwal Nicola Tosi Christian Huttig David S. Greenberg A. Bekar AI4CE 20 1 0 30 Aug 2024
Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping Vishal Batchu Alex Wilson Betty Peng Carl Elkin Umangi Jain Christopher Van Arsdale Ross Goroshin Varun Gulshan 19 0 0 26 Aug 2024
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples Zhenyu Wang John H. L. Hansen AAML 30 1 0 23 Aug 2024
Narrowing the Focus: Learned Optimizers for Pretrained Models Gus Kristiansen Mark Sandler A. Zhmoginov Nolan Miller Anirudh Goyal Jihwan Lee Max Vladymyrov 39 1 0 17 Aug 2024
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction Hui Luo Jiashuang Huang Hengrong Ju Tianyi Zhou Weiping Ding 36 0 0 08 Aug 2024
Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism Jiafeng Zhong Bin Li Jiangyan Yi 27 1 0 31 Jul 2024
Unmasking Social Bots: How Confident Are We? J. Giroux Ariyarathne Gangani Alexander C. Nwala C. Fanelli 31 1 0 18 Jul 2024
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening Shuyang Cheng Guangyu Shen Kaiyuan Zhang Guanhong Tao Shengwei An Hanxi Guo Shiqing Ma Xiangyu Zhang AAML 28 0 0 16 Jul 2024
A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT Chunshi Wang Bin Zhao Shuxue Ding 3DV 43 0 0 15 Jul 2024
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs Jiahuan Yan Jintai Chen Qianxing Wang Danny Chen Jian Wu 40 3 0 13 Jul 2024
Don't Fear Peculiar Activation Functions: EUAF and Beyond Qianchao Wang Shijun Zhang Dong Zeng Zhaoheng Xie Hengtao Guo Feng-Lei Fan Tieyong Zeng 39 3 0 12 Jul 2024
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification Yuan Zhang Yaolei Qi Xiaoming Qi Yongyue Wei Guanyu Yang 38 2 0 11 Jul 2024
Trainable Highly-expressive Activation Functions Irit Chelly Shahaf E. Finder Shira Ifergane O. Freifeld 31 4 0 10 Jul 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 40 13 0 08 Jul 2024
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration Hangting Ye Wei Fan Xiaozhuang Song Shun Zheng He Zhao Dandan Guo Yi Chang OOD 40 18 0 07 Jul 2024
TALENT: A Tabular Analytics and Learning Toolbox Si-Yang Liu Hao-Run Cai Qi-Le Zhou Han-Jia Ye LMTD 33 4 0 04 Jul 2024
Multimodal Prototyping for cancer survival prediction Andrew H. Song Richard J. Chen Guillaume Jaume Anurag J. Vaidya Alexander S. Baras Faisal Mahmood 24 12 0 28 Jun 2024
RepAct: The Re-parameterizable Adaptive Activation Function Xian Wu Qingchuan Tao Shuang Wang 41 0 0 28 Jun 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 32 5 0 28 Jun 2024
Neural Texture Block Compression S. Fujieda Takahiro Harada 29 0 0 27 Jun 2024
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images Songhan Jiang Zhengyu Gan Linghan Cai Yifeng Wang Yongbing Zhang 25 0 0 25 Jun 2024
Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning Yupei Zhang Xiaofei Wang Fangliangzi Meng Jin Tang Chao Li MedIm 21 2 0 20 Jun 2024
NaviSplit: Dynamic Multi-Branch Split DNNs for Efficient Distributed Autonomous Navigation Timothy K Johnsen Ian Harshbarger Zixia Xia Marco Levorato 25 1 0 18 Jun 2024
Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision Yafeng Chen Siqi Zheng Hui Wang Luyao Cheng Qian Chen Shiliang Zhang Wen Wang SSL 29 2 0 17 Jun 2024
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction Conghao Xiong Hao Chen Hao Zheng Dong Wei Yefeng Zheng Joseph J. Y. Sung Irwin King MoE 29 10 0 14 Jun 2024
Neural NeRF Compression Tuan Pham Stephan Mandt 43 1 0 13 Jun 2024
Unified Modeling Enhanced Multimodal Learning for Precision Neuro-Oncology Huahui Yi Xiaofei Wang Kang Li Chao Li 35 0 0 11 Jun 2024
Genomics-guided Representation Learning for Pathologic Pan-cancer Tumor Microenvironment Subtype Prediction Fangliangzi Meng Hongrun Zhang Ruodan Yan Guohui Chuai Chao Li Qi Liu MedIm 35 2 0 10 Jun 2024