Self-Normalizing Neural Networks

8 June 2017

Papers citing "Self-Normalizing Neural Networks"

50 / 866 papers shown

Title
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion Anjali de Silva Gang Chen Hui Ma Seyed Mohammad Nekooei Xingquan Zuo 15 0 0 15 May 2025
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification Ruxue Shi Hengrui Gu Xu Shen Xin Wang LMTD 159 0 0 09 May 2025
Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics Insung Kong Kunwoong Kim Yongdai Kim FaML 32 1 0 09 May 2025
Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning Ruxue Shi Hengrui Gu Hangting Ye Yiwei Dai Xu Shen Xin Wang LMTD 63 0 0 08 May 2025
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 21 0 0 06 May 2025
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations Davide Sartor Alberto Sinigaglia Gian Antonio Susto 34 0 0 05 May 2025
VeLU: Variance-enhanced Learning Unit for Deep Neural Networks Ashkan Shakarami Yousef Yeganeh Azade Farshad Lorenzo Nicolè Stefano Ghidoni Nassir Navab 52 0 0 21 Apr 2025
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 46 0 0 17 Apr 2025
ReCA: A Parametric ReLU Composite Activation Function John Chidiac Danielle Azar 29 0 0 11 Apr 2025
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network Ali Eslamian Alireza Afzal Aghaei Qiang Cheng LMTD 78 0 0 09 Apr 2025
Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing Tianchi Liu Duc-Tuan Truong Rohan Kumar Das K. Lee Haizhou Li 31 0 0 08 Apr 2025
Boundless Byte Pair Encoding: Breaking the Pre-tokenization Barrier Craig W. Schmidt Varshini Reddy Chris Tanner Yuval Pinter 48 0 0 31 Mar 2025
Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting Fan-Keng Sun Yu-Cheng Wu Duane S. Boning AI4TS 44 0 0 30 Mar 2025
AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival Prediction S. Zhang Xun Lin Rongxiang Zhang Yu Bai Yong Xu Tao Tan Xunbin Zheng Zitong Yu 39 0 0 27 Mar 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection Tomomasa Yamasaki Zhehui Wang Tao Luo Niangjun Chen Bo Wang 32 0 0 26 Mar 2025
VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic Reconstruction Zizhi Chen Minghao Han Xukun Zhang Shuwei Ma Tao Liu Xing Wei L. Zhang 44 0 0 25 Mar 2025
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology Vishwesh Ramanathan Tony Xu Pushpak Pati Faruk Ahmed Maged Goubran Anne L. Martel 48 0 0 21 Mar 2025
End-to-End Deep Learning for Real-Time Neuroimaging-Based Assessment of Bimanual Motor Skills Aseem Subedi Rahul Rahul Lora Cavuoto Steven D. Schwaitzberg Matthew Hackett Jack Norfleet S. De 28 0 0 21 Mar 2025
Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction Aniek Eijpe Soufyan Lakbir Melis Erdal Cesur Sara P. Oliveira Sanne Abeln Wilson Silva 38 0 0 20 Mar 2025
Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks Mario Lino Tobias Pfaff Nils Thuerey DiffM AI4CE 44 3 0 19 Mar 2025
HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction Jiaqi Yang Wenting Chen Xiaohan Xing Sean He Xiaoling Luo Xinheng Lyu LinLin Shen Guoping Qiu 60 0 0 18 Mar 2025
Real-Time Manipulation Action Recognition with a Factorized Graph Sequence Encoder Enes Erdogan E. Aksoy Sanem Sariel 44 0 0 15 Mar 2025
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction Fengchun Liu Linghan Cai Z. Wang Zhiyuan Fan Jin-gang Yu Hao Chen Yongbing Zhang 42 0 0 13 Mar 2025
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder Junjie Zhou Jiao Tang Yingli Zuo Peng Wan Daoqiang Zhang Wei Shao 58 0 0 12 Mar 2025
Towards Robust Multimodal Representation: A Unified Approach with Adaptive Experts and Alignment Nazanin Moradinasab S. Sengupta Jiebei Liu Sana Syed Donald Brown 58 0 0 12 Mar 2025
Learning Decision Trees as Amortized Structure Inference Mohammed Mahfoud Ghait Boukachab Michał Koziarski A. Garcia Stefan Bauer Yoshua Bengio Nikolay Malkin BDL 53 0 0 10 Mar 2025
AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning Hoang-Thang Ta Anh Tran 57 0 0 08 Mar 2025
Adaptive Prototype Learning for Multimodal Cancer Survival Analysis Hong Liu Haosen Yang Federica Eduati J. Pluim M. Veta 69 1 0 06 Mar 2025
Is Bellman Equation Enough for Learning Control? Haoxiang You Lekan Molu Ian Abraham 68 0 0 04 Mar 2025
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction Yingxue Xu Fengtao Zhou Chenyu Zhao Yihui Wang Can Yang Hao Chen VLM OffRL 52 0 0 03 Mar 2025
ABC: Achieving Better Control of Multimodal Embeddings using VLMs Benjamin Schneider Florian Kerschbaum Wenhu Chen 126 0 0 01 Mar 2025
1-Lipschitz Network Initialization for Certifiably Robust Classification Applications: A Decay Problem Marius F. R. Juston William R. Norris Dustin Nottage A. Soylemezoglu 29 0 0 28 Feb 2025
L-Lipschitz Gershgorin ResNet Network Marius F. R. Juston William R. Norris Dustin Nottage A. Soylemezoglu 46 0 0 28 Feb 2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift Hao-Run Cai Han-Jia Ye AI4TS 51 2 0 27 Feb 2025
Convolutional neural networks for mineral prospecting through alteration mapping with remote sensing data E. Farahbakhsh Dakshi Goel Dhiraj Pimparkar R. Müller Rohitash Chandra 35 0 0 25 Feb 2025
A Closer Look at TabPFN v2: Strength, Limitation, and Extension Han-Jia Ye Si-Yang Liu Wei-Lun Chao 41 3 0 24 Feb 2025
Mixture of Attention Yields Accurate Results for Tabular Data Xuechen Li Yupeng Li Jian Liu Xiaolin Jin Tian Yang Xin Hu 47 0 0 18 Feb 2025
Representation Learning on Out of Distribution in Tabular Data Achmad Ginanjar Xue Li Priyanka Singh Wen Hua LMTD 186 0 0 17 Feb 2025
Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability Zhiyu Zhu Zhibo Jin Jiayu Zhang Nan Yang Jiahao Huang Jianlong Zhou Fang Chen 39 0 0 16 Feb 2025
TabICL: A Tabular Foundation Model for In-Context Learning on Large Data Jingang Qu David Holzmüller Gaël Varoquaux Marine Le Morvan LMTD 78 5 0 08 Feb 2025
TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems Si-Yang Liu Han-Jia Ye 68 5 0 04 Feb 2025
RDSA: A Robust Deep Graph Clustering Framework via Dual Soft Assignment Yang Xiang Li Fan Tulika Saha Xiaoying Pang Yushan Pan Haiyang Zhang Chengtao Ji 43 0 0 28 Jan 2025
ENTIRE: Learning-based Volume Rendering Time Prediction Zikai Yin Hamid Gadirov Jiri Kosinka Steffen Frey 3DH 31 0 0 21 Jan 2025
A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis Binyu Zhang Shichao Li Junpeng Jian Zhu Meng Limei Guo Zhicheng Zhao 31 0 0 13 Jan 2025
MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis Ho Kei Cheng Masato Ishii Akio Hayakawa Takashi Shibuya A. Schwing Yuki Mitsufuji VGen 126 12 0 19 Dec 2024
Fully Test-time Adaptation for Tabular Data Zhi-Hua Zhou Kun-Yang Yu Lan-Zhe Guo Yu Li TTA LMTD 92 0 0 14 Dec 2024
TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data Suiyao Chen Jing Wu Yunxiao Wang Cheng Ji Tianpei Xie Daniel Cociorva Michael Sharps Cecile Levasseur Hakan Brunzell LMTD 34 1 0 17 Nov 2024
MicroCrackAttentionNeXt: Advancing Microcrack Detection in Wave Field Analysis Using Deep Neural Networks through Feature Visualization Fatahlla Moreh Yusuf Hasan Bilal Zahid Hussain Mohammad Ammar Sven Tomforde 29 0 0 15 Nov 2024
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement Yanyan Huang Weiqin Zhao Yihang Chen Yu Fu Lequan Yu MedIm 37 2 0 15 Nov 2024
Forecasting Mortality in the Middle-Aged and Older Population of England: A 1D-CNN Approach Marjan Qazvini 26 0 0 01 Nov 2024