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Self-Normalizing Neural Networks

Neural Information Processing Systems (NeurIPS), 2017

8 June 2017

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Papers citing "Self-Normalizing Neural Networks"

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Title
Studying Various Activation Functions and Non-IID Data for Machine Learning Model Robustness Long Dang T. Hapuarachchi Kaiqi Xiong Jing Lin OOD AAML 112 0 0 03 Dec 2025
Feature-aware Modulation for Learning from Temporal Tabular Data Hao-Run Cai Han-Jia Ye OOD 140 0 0 03 Dec 2025
Structural Prognostic Event Modeling for Multimodal Cancer Survival Analysis Yilan Zhang Li Nanbo Changchun Yang Jürgen Schmidhuber Xin Gao 36 0 0 30 Nov 2025
Interpretable Multimodal Cancer Prototyping with Whole Slide Images and Incompletely Paired Genomics Yupei Zhang Yating Huang Wanming Hu Lequan Yu Hujun Yin Chao Li 88 0 0 26 Nov 2025
Together, Then Apart: Revisiting Multimodal Survival Analysis via a Min-Max Perspective Wenjing Liu Qin Ren Wen Zhang Yuewei Lin Chenyu You 69 1 0 22 Nov 2025
SurvAgent: Hierarchical CoT-Enhanced Case Banking and Dichotomy-Based Multi-Agent System for Multimodal Survival Prediction Guolin Huang Wenting Chen Jiaqi Yang Xinheng Lyu Xiaoling Luo Sen Yang Xiaohan Xing Linlin Shen 96 0 0 20 Nov 2025
iLTM: Integrated Large Tabular Model David Bonet Marçal Comajoan Cara Alvaro Calafell D. M. Montserrat A. Ioannidis LMTD PINN 288 0 0 20 Nov 2025
Tab-PET: Graph-Based Positional Encodings for Tabular Transformers Yunze Leng Rohan Ghosh Mehul Motani LMTD 380 0 0 17 Nov 2025
SimuFreeMark: A Noise-Simulation-Free Robust Watermarking Against Image Editing Yichao Tang Mingyang Li Di Miao Sheng Li Zhenxing Qian Xinpeng Zhang 80 0 0 14 Nov 2025
SmartMixed: A Two-Phase Training Strategy for Adaptive Activation Function Learning in Neural Networks Amin Omidvar 128 0 0 25 Oct 2025
Dynamic Dropout: Leveraging Conway's Game of Life for Neural Networks Regularization David Freire-Obregón José Salas-Cáceres Modesto Castrillón-Santana 79 0 0 25 Oct 2025
A Flow Model with Low-Rank Transformers for Incomplete Multimodal Survival Analysis Yi Yin Yuntao Shou Zao Dai Yun Peng Tao Meng Wei Ai Keqin Li OffRL MedIm 128 0 0 22 Oct 2025
Narrow Operator Models of Stellarator Equilibria in Fourier Zernike Basis Timo Thun Rory Conlin Dario Panici Daniel Böckenhoff 32 0 0 15 Oct 2025
Weights initialization of neural networks for function approximation Xinwen Hu Yunqing Huang Nianyu Yi Peimeng Yin 64 0 0 09 Oct 2025
Anomaly detection for generic failure monitoring in robotic assembly, screwing and manipulation Niklas Grambow Lisa-Marie Fenner Felipe Kempkes Philip Hotz Dingyuan Wan J. Krüger Kevin Haninger 103 0 0 30 Sep 2025
Beyond Gaussian Initializations: Signal Preserving Weight Initialization for Odd-Sigmoid Activations Hyunwoo Lee Hayoung Choi Hyunju Kim 84 0 0 27 Sep 2025
Activation Function Design Sustains Plasticity in Continual Learning Lute Lillo Nick Cheney CLL 109 0 0 26 Sep 2025
Stochastic activations Maria Lomeli Matthijs Douze Gergely Szilvasy Loic Cabannes Jade Copet Sainbayar Sukhbaatar Jason Weston Gabriel Synnaeve Pierre-Emmanuel Mazaré Hervé Jégou LLMSV 236 0 0 26 Sep 2025
PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction M. Raza A. Azam Talha Qaiser Nasir M. Rajpoot 124 1 0 24 Sep 2025
ME-Mamba: Multi-Expert Mamba with Efficient Knowledge Capture and Fusion for Multimodal Survival Analysis Chengsheng Zhang Linhao Qu Xiaoyu Liu Zhijian Song Mamba 133 0 0 21 Sep 2025
A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for Pan-cancer Prognosis Prediction Huajun Zhou Fengtao Zhou Jiabo Ma Yingxue Xu Xi Wang Xiuming Zhang Li Liang Zhenhui Li Wei Xu 97 0 0 16 Sep 2025
Scalable and Loosely-Coupled Multimodal Deep Learning for Breast Cancer Subtyping Mohammed Amer Mohamed Suliman Tu Bui Nuria Garcia Serban Georgescu 100 1 0 03 Sep 2025
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Hyungu Lee Taehyeong Kim Hayoung Choi ODL 203 0 0 30 Aug 2025
Generalizable Audio Spoofing Detection using Non-Semantic Representations Arnab Das Yassine El Kheir Carlos Franzreb Tim Herzig Tim Polzehl Sebastian Möller 120 1 0 29 Aug 2025
Temperature-Aware Recurrent Neural Operator for Temperature-Dependent Anisotropic Plasticity in HCP Materials Yannick Hollenweger Dennis M. Kochman Burigede Liu AI4CE 44 0 0 26 Aug 2025
Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer HistopathologyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Qibin Zhang Xinyu Hao Qiao Chen Rui Xu Fengyu Cong Cheng Lu Hongming Xu 100 1 0 24 Aug 2025
Physics-informed neural network for fatigue life prediction of irradiated austenitic and ferritic/martensitic steels Dhiraj S Kori Abhinav Chandraker Syed Abdur Rahman Punit Rathore Ankur Chauhan AI4CE 96 0 0 24 Aug 2025
Neural Stochastic Differential Equations on Compact State-Spaces Yue-Jane Liu Malinda Lu Matthew K. Nock Yaniv Yacoby 108 0 0 23 Aug 2025
Disentangled Multi-modal Learning of Histology and Transcriptomics for Cancer Characterization Yupei Zhang Xiaofei Wang Anran Liu Lequan Yu Chao Li 180 0 0 22 Aug 2025
Modular Embedding Recomposition for Incremental Learning Aniello Panariello Emanuele Frascaroli Pietro Buzzega Lorenzo Bonicelli Angelo Porrello Simone Calderara VLM 171 2 0 22 Aug 2025
SDEC: Semantic Deep Embedded ClusteringIEEE Transactions on Big Data (IEEE Trans. Big Data), 2025 Mohammad Wali Ur Rahman Ric Nevarez Lamia Tasnim Mim Salim Hariri 88 0 0 18 Aug 2025
ULU: A Unified Activation Function Simin Huo 112 0 0 07 Aug 2025
Neural Networks with Orthogonal Jacobian Alex Massucco Davide Murari Carola-Bibiane Schönlieb 190 1 0 04 Aug 2025
Large Kernel MedNeXt for Breast Tumor Segmentation and Self-Normalizing Network for pCR Classification in Magnetic Resonance Images Toufiq Musah 76 0 0 03 Aug 2025
Spatial-Frequency Aware for Object Detection in RAW Image Zhuohua Ye Liming Zhang Hongru Han ObjD 153 0 0 02 Aug 2025
Masked Omics Modeling for Multimodal Representation Learning across Histopathology and Molecular Profiles Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 124 0 0 01 Aug 2025
Generalized few-shot transfer learning architecture for modeling the EDFA gain spectrumJournal of Optical Communications and Networking (JOCN), 2025 A. Raj Zehao Wang Tingjun Chen D. Kilper Marco Ruffini 93 1 0 29 Jul 2025
Single Domain Generalization for Multimodal Cross-Cancer Prognosis via Dirac Rebalancer and Distribution Entanglement Jia-Xuan Jiang Jiashuai Liu Hongtao Wu Yifeng Wu Zhong Wang Qi Bi Yefeng Zheng OOD 203 3 0 11 Jul 2025
Hierarchical Reasoning Model Guan Wang Jin Li Yuhao Sun Xing Chen Changling Liu Yue Wu Meng Lu Sen Song Yasin Abbasi Yadkori LRM 461 37 0 26 Jun 2025
Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders Paulin de Schoulepnikoff Gorka Muñoz-Gil Hendrik Poulsen Nautrup Hans J. Briegel DRL 193 2 0 13 Jun 2025
Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols Longzhu He Chaozhuo Li Peng Tang Litian Zhang Sen Su Philip S. Yu AAML 238 0 0 11 Jun 2025
Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive LearningbioRxiv (bioRxiv), 2025 Junzhuo Liu Markus Eckstein Zhixiang Wang Friedrich Feuerhake Dorit Merhof MedIm 113 1 0 10 Jun 2025
Learning The Minimum Action Distance Lorenzo Steccanella Joshua B. Evans Özgür Simsek Anders Jonsson 271 0 0 10 Jun 2025
Random at First, Fast at Last: NTK-Guided Fourier Pre-Processing for Tabular DL Renat Sergazinov Jing Wu Shao-An Yin AAML LMTD 210 0 0 03 Jun 2025
Multi-output Classification using a Cross-talk Architecture for Compound Fault Diagnosis of Motors in Partially Labeled Condition Wonjun Yi Wonho Jung Kangmin Jang Yong-Hwa Park Yong-Hwa Park 164 0 0 29 May 2025
CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival PredictionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Haipeng Zhou Sicheng Yang Sihan Yang J. Qin Lei Chen Lei Zhu 119 2 0 28 May 2025
Spectral Survival Analysis Chengzhi Shi Stratis Ioannidis 121 0 0 28 May 2025
CT-OT Flow: Estimating Continuous-Time Dynamics from Discrete Temporal Snapshots Keisuke Kawano Takuro Kutsuna Naoki Hayashi Yasushi Esaki Hidenori Tanaka OT 226 2 0 23 May 2025
Guarded Query Routing for Large Language Models Richard Šléher William Brach Tibor Sloboda Kristián Košťál Lukas Galke RALM 370 0 0 20 May 2025
Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining Qichen Sun Zhengrui Guo Rui Peng Hao Chen Jinzhuo Wang MedIm 353 0 0 19 May 2025