Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

6 February 2015

Papers citing "Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification"

50 / 5,463 papers shown

Title
Machine learning for option pricing: an empirical investigation of network architectures Laurens Van Mieghem A. Papapantoleon Jonas Papazoglou-Hennig 34 2 0 14 Jul 2023
Multiplicative update rules for accelerating deep learning training and increasing robustness Manos Kirtas Nikolaos Passalis Anastasios Tefas AAML OOD 71 2 0 14 Jul 2023
Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks Inbar Seroussi Asaf Miron Zohar Ringel PINN 108 0 0 12 Jul 2023
Quantitative CLTs in Deep Neural Networks Stefano Favaro Boris Hanin Domenico Marinucci I. Nourdin G. Peccati BDL 112 16 0 12 Jul 2023
ReLoRA: High-Rank Training Through Low-Rank Updates Vladislav Lialin Namrata Shivagunde Sherin Muckatira Anna Rumshisky BDL 101 117 0 11 Jul 2023
The Staged Knowledge Distillation in Video Classification: Harmonizing Student Progress by a Complementary Weakly Supervised Framework Chao Wang Zhenghang Tang 87 2 0 11 Jul 2023
Measuring and Mitigating Interference in Reinforcement Learning Vincent Liu Han Wang Ruo Yu Tao Khurram Javed Adam White Martha White 118 6 0 10 Jul 2023
Transfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures on LiDAR Data Gregory Sech Paolo Soleni Wouter B. Verschoof-van der Vaart vZiga Kokalj Arianna Traviglia M. Fiorucci 33 1 0 07 Jul 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency Shuai Shi Lijun Zhang Y. Altmann Jie Chen 81 1 0 07 Jul 2023
Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data Tanvir Islam Peter Washington 64 10 0 07 Jul 2023
Art Authentication with Vision Transformers Ludovica Schaerf Carina Popovici Eric Postma ViT 61 11 0 06 Jul 2023
Audio-visual End-to-end Multi-channel Speech Separation, Dereverberation and Recognition Guinan Li Jiajun Deng Mengzhe Geng Zengrui Jin Tianzi Wang Shujie Hu Mingyu Cui Helen M. Meng Xunying Liu 60 12 0 06 Jul 2023
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing Usman Muhammad Md. Ziaul Hoque Mourad Oussalah Jorma T. Laaksonen CVBM 71 7 0 06 Jul 2023
Revisiting Computer-Aided Tuberculosis Diagnosis Yun-Hai Liu Yu-Huan Wu Shi-Chen Zhang Li Liu Min-Ying Wu Ming-Ming Cheng 89 16 0 06 Jul 2023
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses G. Buzaglo Niv Haim Gilad Yehudai Gal Vardi Yakir Oz Yaniv Nikankin Michal Irani 109 15 0 04 Jul 2023
Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification Lucas Mahler Qi Wang Julius Steiglechner Florian Birk Samuel Heczko K. Scheffler Gabriele Lohmann 21 13 0 04 Jul 2023
Learning Discrete Weights and Activations Using the Local Reparameterization Trick G. Berger Aviv Navon Ethan Fetaya MQ 48 0 0 04 Jul 2023
X-MLP: A Patch Embedding-Free MLP Architecture for Vision Xinyue Wang Zhicheng Cai Chenglei Peng ViT 90 5 0 02 Jul 2023
Real-time High-Resolution Neural Network with Semantic Guidance for Crack Segmentation Yongshang Li Ronggui Ma Han Liu Gaoli Cheng SSeg 90 36 0 01 Jul 2023
Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler Shaohui Lin Wenxuan Huang Jiao Xie Baochang Zhang Yunhang Shen Zhou Yu Jungong Han David Doermann 60 2 0 01 Jul 2023
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit Lorenzo Noci Chuning Li Mufan Li Bobby He Thomas Hofmann Chris J. Maddison Daniel M. Roy 125 36 0 30 Jun 2023
Achieving RGB-D level Segmentation Performance from a Single ToF Camera Pranav Sharma J. Katrolia J. Rambach B. Mirbach D. Stricker Juergen Seiler 46 1 0 30 Jun 2023
Multigrid-Augmented Deep Learning Preconditioners for the Helmholtz Equation using Compact Implicit Layers Bar Lerer Ido Ben-Yair Eran Treister AI4CE 73 3 0 30 Jun 2023
MARF: The Medial Atom Ray Field Object Representation Peder Bergebakken Sundt T. Theoharis 56 5 0 30 Jun 2023
Designing Stable Neural Networks using Convex Analysis and ODEs Ferdia Sherry E. Celledoni Matthias Joachim Ehrhardt Davide Murari B. Owren Carola-Bibiane Schönlieb 108 12 0 29 Jun 2023
Spectral Batch Normalization: Normalization in the Frequency Domain Rinor Cakaj Jens Mehnert Bin Yang 43 2 0 29 Jun 2023
Weight Compander: A Simple Weight Reparameterization for Regularization Rinor Cakaj Jens Mehnert B. Yang 34 1 0 29 Jun 2023
Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging Max Zimmer Christoph Spiegel Sebastian Pokutta MoMe 127 14 0 29 Jun 2023
End-to-End Learnable Multi-Scale Feature Compression for VCM Yeong-Gwan Kim Hyewon Jeong Janghyun Yu Younhee Kim Jooyoung Lee S. Jeong Hui-Yong Kim 59 15 0 29 Jun 2023
Learning to Pan-sharpening with Memories of Spatial Details Maoxun Yuan Tianyi Zhao Yue Liu Xingxing Wei 56 0 0 28 Jun 2023
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale Interaction Gongyang Li Chengjun Han Zhi Liu 56 11 0 27 Jun 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs Yanjing Li Sheng Xu Xianbin Cao Lian Zhuo Baochang Zhang Tian Wang Guodong Guo 80 3 0 27 Jun 2023
Machine learning in solar physics A. Asensio Ramos Mark C. M. Cheung I. Chifu Ricardo Gafeira AI4CE PINN 57 34 0 27 Jun 2023
Weakly Supervised Scene Text Generation for Low-resource Languages Yangchen Xie Xinyuan Chen Hongjian Zhan Palaiahankote Shivakumara Bing Yin Cong Liu Yue Lu 65 8 0 25 Jun 2023
Maintaining Plasticity in Deep Continual Learning Shibhansh Dohare J. F. Hernandez-Garcia Parash Rahman A. Rupam Mahmood Richard S. Sutton KELM CLL 97 29 0 23 Jun 2023
Autoencoders for Real-Time SUEP Detection S. S. Chhibra N. Chernyavskaya B. Maier M. Pierini S. Hasan 19 1 0 23 Jun 2023
Penalty Gradient Normalization for Generative Adversarial Networks Tian Xia GAN 62 1 0 23 Jun 2023
Triggering Dark Showers with Conditional Dual Auto-Encoders Luca Anzalone S. S. Chhibra B. Maier N. Chernyavskaya M. Pierini AI4CE 60 4 0 22 Jun 2023
Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing Yelysei Bondarenko Markus Nagel Tijmen Blankevoort MQ 123 93 0 22 Jun 2023
On Addressing the Limitations of Graph Neural Networks Sitao Luan GNN 89 5 0 22 Jun 2023
HSR-Diff:Hyperspectral Image Super-Resolution via Conditional Diffusion Models Chanyue Wu Dong Wang Hanyu Mao Ying Li DiffM 81 41 0 21 Jun 2023
Continual Learners are Incremental Model Generalizers Jaehong Yoon Sung Ju Hwang Yu Cao CLL 86 5 0 21 Jun 2023
Deep Fusion: Efficient Network Training via Pre-trained Initializations Hanna Mazzawi X. Gonzalvo Michael Wunder Sammy Jerome Benoit Dherin AI4CE 112 3 0 20 Jun 2023
Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis Maxim Maximov Tim Meinhardt Ismail Elezi Zoe Papakipos C. Hazirbas Cristian Canton Laura Leal-Taixé 96 0 0 20 Jun 2023
Principles for Initialization and Architecture Selection in Graph Neural Networks with ReLU Activations G. Dezoort Boris Hanin AI4CE 87 3 0 20 Jun 2023
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks Jinpei Han Xia Wei Aldo A. Faisal 64 15 0 20 Jun 2023
Computing a human-like reaction time metric from stable recurrent vision models L. Goetschalckx L. Govindarajan A. Ashok A. Ahuja David L. Sheinberg Thomas Serre 58 8 0 20 Jun 2023
InRank: Incremental Low-Rank Learning Jiawei Zhao Yifei Zhang Beidi Chen F. Schafer Anima Anandkumar 71 7 0 20 Jun 2023
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition Yuchen Hu Chen Chen Ruizhe Li Heqing Zou Chng Eng Siong GAN 113 9 0 18 Jun 2023
Learn to Enhance the Negative Information in Convolutional Neural Network Zhicheng Cai Chenglei Peng Qiu Shen 45 0 0 18 Jun 2023