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 / 5,470 papers shown

Title
Meta-Principled Family of Hyperparameter Scaling Strategies Sho Yaida 111 16 0 10 Oct 2022
Rejecting noise in Baikal-GVD data with neural networks I. Kharuk G. Rubtsov G. Safronov 55 1 0 10 Oct 2022
SML:Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction Wenlong Deng Lang Lang Ziqiang Liu B. Liu 106 0 0 09 Oct 2022
Robust Graph Structure Learning via Multiple Statistical Tests Yaohua Wang Fangyi Zhang Ming Lin Senzhang Wang Xiuyu Sun Rong Jin 69 1 0 08 Oct 2022
MRI-based classification of IDH mutation and 1p/19q codeletion status of gliomas using a 2.5D hybrid multi-task convolutional neural network Satrajit Chakrabarty Pamela LaMontagne J. Shimony Daniel S. Marcus Aristeidis Sotiras 53 21 0 07 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation Evan Ling De-Kai Huang Minhoe Hur 116 5 0 07 Oct 2022
Understanding the Covariance Structure of Convolutional Filters Asher Trockman Devin Willmott J. Zico Kolter 97 13 0 07 Oct 2022
Automated segmentation and morphological characterization of placental histology images based on a single labeled image A. Rabbani M. Babaei M. Gharib 30 1 0 07 Oct 2022
IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors Sheng Xu Yanjing Li Bo-Wen Zeng Teli Ma Baochang Zhang Xianbin Cao Penglei Gao Jinhu Lv 84 15 0 07 Oct 2022
PathProx: A Proximal Gradient Algorithm for Weight Decay Regularized Deep Neural Networks Liu Yang Jifan Zhang Joseph Shenouda Dimitris Papailiopoulos Kangwook Lee Robert D. Nowak 147 1 0 06 Oct 2022
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction Sangwoo Park K. Cohen Osvaldo Simeone 106 15 0 06 Oct 2022
Dynamical Isometry for Residual Networks Advait Gadhikar R. Burkholz ODL AI4CE 81 2 0 05 Oct 2022
Random orthogonal additive filters: a solution to the vanishing/exploding gradient of deep neural networks Andrea Ceni ODL 54 3 0 03 Oct 2022
Omnigrok: Grokking Beyond Algorithmic Data Ziming Liu Eric J. Michaud Max Tegmark 117 85 0 03 Oct 2022
Nonstationary data stream classification with online active learning and siamese neural networks Kleanthis Malialis C. Panayiotou Marios M. Polycarpou 57 31 0 03 Oct 2022
Contrastive Multimodal Learning for Emergence of Graphical Sensory-Motor Communication Tristan Karch Yoann Lemesle Romain Laroche Clément Moulin-Frier Pierre-Yves Oudeyer 61 1 0 03 Oct 2022
Plateau in Monotonic Linear Interpolation -- A "Biased" View of Loss Landscape for Deep Networks Xiang Wang Annie Wang Mo Zhou Rong Ge MoMe 231 10 0 03 Oct 2022
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 133 73 0 03 Oct 2022
Limitations of neural network training due to numerical instability of backpropagation Clemens Karner V. Kazeev P. Petersen 78 3 0 03 Oct 2022
Benign Autoencoders Semyon Malamud Teng Andrea Xu Antoine Didisheim DRL AI4CE 45 0 0 02 Oct 2022
Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN) D. Vashisth T. Mukerji AI4CE 92 4 0 30 Sep 2022
Sparse Random Networks for Communication-Efficient Federated Learning Berivan Isik Francesco Pase Deniz Gunduz Tsachy Weissman M. Zorzi FedML 120 53 0 30 Sep 2022
Sparse tree-based initialization for neural networks P. Lutz Ludovic Arnould Claire Boyer Erwan Scornet 79 2 0 30 Sep 2022
Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights Konstantin Schurholt Boris Knyazev Xavier Giró-i-Nieto Damian Borth 135 42 0 29 Sep 2022
Label Distribution Learning via Implicit Distribution Representation Zhuoran Zheng Xiuyi Jia 69 8 0 28 Sep 2022
Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning Xingping Dong Jianbing Shen Ling Shao 69 9 0 27 Sep 2022
BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks Matteo Ferrante T. Boccato N. Toschi BDL UQCV 55 0 0 27 Sep 2022
Why neural networks find simple solutions: the many regularizers of geometric complexity Benoit Dherin Michael Munn M. Rosca David Barrett 135 32 0 27 Sep 2022
Learning to Learn with Generative Models of Neural Network Checkpoints William S. Peebles Ilija Radosavovic Tim Brooks Alexei A. Efros Jitendra Malik UQCV 156 69 0 26 Sep 2022
Material Prediction for Design Automation Using Graph Representation Learning Shijie Bian Daniele Grandi Kaveh Hassani Elliot Sadler Bodia Borijin ... Andrew Wang Thomas Lu R. Otis Nhut Ho Bingbing Li AI4CE 84 4 0 26 Sep 2022
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks Chuyan Zhang Yun Gu 116 0 0 25 Sep 2022
Embedding-Assisted Attentional Deep Learning for Real-World RF Fingerprinting of Bluetooth Anu Jagannath Jithin Jagannath 66 20 0 22 Sep 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement Sherif Abdulatif Ru Cao Bin Yang 109 75 0 22 Sep 2022
NashAE: Disentangling Representations through Adversarial Covariance Minimization Eric C. Yeats Frank Liu David A. P. Womble Hai Helen Li CML 94 10 0 21 Sep 2022
Deep Double Descent via Smooth Interpolation Matteo Gamba Erik Englesson Mårten Björkman Hossein Azizpour 173 11 0 21 Sep 2022
Setting the rhythm scene: deep learning-based drum loop generation from arbitrary language cues Ignacio J. Tripodi 24 1 0 20 Sep 2022
Investigating and Mitigating Failure Modes in Physics-informed Neural Networks (PINNs) S. Basir PINN AI4CE 114 24 0 20 Sep 2022
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images José Morano Álvaro S. Hervella Jorge Novo J. Rouco 48 36 0 20 Sep 2022
SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning Seongju Lee Yeonguk Yu S. Back H. Seo Kyoobin Lee 72 31 0 20 Sep 2022
On the benefits of self-taught learning for brain decoding Elodie Germani Elisa Fromont Camille Maumet FedML SSL 68 0 0 19 Sep 2022
RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning Wei-Ting Chen I-Hsiang Chen C. Yeh Han Yang Hua-En Chang Jianwei Ding Sy-Yen Kuo 97 9 0 18 Sep 2022
PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems Qing Jin Zhiyu Chen J. Ren Yanyu Li Yanzhi Wang Kai-Min Yang MQ 43 4 0 18 Sep 2022
Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation Minghui Zhang Guangyao Yang Yun Gu 60 5 0 17 Sep 2022
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 68 46 0 17 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 131 20 0 16 Sep 2022
Non-invasive Localization of the Ventricular Excitation Origin Without Patient-specific Geometries Using Deep Learning N. Pilia S. Schuler Maike Rees Gerald Moik D. Potyagaylo O. Dössel A. Loewe 34 14 0 16 Sep 2022
Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images Yige Peng Jinman Kim Dagan Feng Lei Bi MedIm 36 5 0 16 Sep 2022
Random initialisations performing above chance and how to find them Frederik Benzing Simon Schug Robert Meier J. Oswald Yassir Akram Nicolas Zucchet Laurence Aitchison Angelika Steger ODL 119 26 0 15 Sep 2022
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization) Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos Volkan Cevher 104 21 0 15 Sep 2022
Towards Better Generalization with Flexible Representation of Multi-Module Graph Neural Networks Hyungeun Lee Kijung Yoon AI4CE 82 2 0 14 Sep 2022