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 / 5,467 papers shown

Title
Onsets and Velocities: Affordable Real-Time Piano Transcription Using Convolutional Neural Networks Andres Fernandez 52 3 0 08 Mar 2023
QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms Guillaume Berger Manik Dhingra Antoine Mercier Yash Savani Sunny Panchal Fatih Porikli SupR 55 5 0 08 Mar 2023
Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models? Boris Knyazev Doha Hwang Simon Lacoste-Julien AI4CE 88 21 0 07 Mar 2023
Parareal with a physics-informed neural network as coarse propagator A. Ibrahim Sebastian Götschel Daniel Ruprecht 102 9 0 07 Mar 2023
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems Haocheng Ju Haimiao Zhang Lin Li Xiao Li B. Dong BDL 78 3 0 07 Mar 2023
PreFallKD: Pre-Impact Fall Detection via CNN-ViT Knowledge Distillation Tin-Han Chi Kai-Chun Liu Chia-Yeh Hsieh Yu Tsao Chia-Tai Chan 71 14 0 07 Mar 2023
Machine learning for phase ordering dynamics of charge density waves Chen Cheng Sheng Zhang Gia-Wei Chern 34 10 0 06 Mar 2023
Towards provably efficient quantum algorithms for large-scale machine-learning models Junyu Liu Minzhao Liu Jin-Peng Liu Ziyu Ye Yunfei Wang Yuri Alexeev Jens Eisert Liang Jiang 153 61 0 06 Mar 2023
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Philipp Seidl Andreu Vall Sepp Hochreiter Günter Klambauer 144 41 0 06 Mar 2023
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision Antoine Guédon Tom Monnier P. Monasse Vincent Lepetit SSL 3DPC 114 7 0 06 Mar 2023
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning Monish R. Nallapareddy Kshitij Sirohi Paulo L. J. Drews-Jr Wolfram Burgard Chih-Hong Cheng Abhinav Valada EDL 69 8 0 06 Mar 2023
Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE Yuhui Zhang Yuichiro Wada Hiroki Waida Kaito Goto Yusaku Hino Takafumi Kanamori 52 4 0 06 Mar 2023
Time-frequency Network for Robust Speaker Recognition Jiguo Li Tianzi Zhang Xiaobin Liu Lirong Zheng 20 0 0 05 Mar 2023
Understanding weight-magnitude hyperparameters in training binary networks Joris Quist Yun-qiang Li Jan van Gemert MQ 69 0 0 04 Mar 2023
Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks Dat Phan-Trong Hung The Tran Sunil R. Gupta 63 8 0 03 Mar 2023
Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models Umang Gupta Tamoghna Chattopadhyay Nikhil J. Dhinagar Paul M. Thompson Greg Ver Steeg The Alzheimer’s Disease Neuroimaging Initiative MedIm 84 7 0 02 Mar 2023
Understanding plasticity in neural networks Clare Lyle Zeyu Zheng Evgenii Nikishin Bernardo Avila-Pires Razvan Pascanu Will Dabney AI4CE 121 106 0 02 Mar 2023
Optimal transfer protocol by incremental layer defrosting Federica Gerace Diego Doimo Stefano Sarao Mannelli Luca Saglietti Alessandro Laio CLL 45 2 0 02 Mar 2023
Iterative Assessment and Improvement of DNN Operational Accuracy Antonio Guerriero R. Pietrantuono S. Russo AI4CE 51 4 0 02 Mar 2023
DeepSaDe: Learning Neural Networks that Guarantee Domain Constraint Satisfaction Kshitij Goyal Sebastijan Dumancic Hendrik Blockeel 81 2 0 02 Mar 2023
Multi-task neural networks by learned contextual inputs Anders T. Sandnes B. Grimstad O. Kolbjørnsen 51 2 0 01 Mar 2023
Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces Odelia Melamed Gilad Yehudai Gal Vardi GAN 60 2 0 01 Mar 2023
HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation Kai Zhai Qiang Nie Bo Ouyang Xiang Li Shanlin Yang 110 9 0 28 Feb 2023
Steganography of Steganographic Networks GuoBiao Li Sheng Li Meiling Li Xinpeng Zhang Zhenxing Qian 30 13 0 28 Feb 2023
Learning to Estimate Two Dense Depths from LiDAR and Event Data Vincent Brebion Julien Moreau Franck Davoine 3DPC 71 7 0 28 Feb 2023
Cross-modal Face- and Voice-style Transfer Naoya Takahashi M. Singh Yuki Mitsufuji CVBM 87 2 0 27 Feb 2023
Curriculum Based Multi-Task Learning for Parkinson's Disease Detection Nikhil J. Dhinagar Conor Owens-Walton Emily Laltoo C. Boyle Yao-Liang Chen ... Chih-Chien Tsai Jiun-Jie Wang Yih-Ru Wu Y. D. Werf Paul M. Thompson 33 3 0 27 Feb 2023
DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement A. Kovalyov Kashyap Patel Issa Panahi 68 4 0 26 Feb 2023
Time-Variance Aware Real-Time Speech Enhancement Chengyu Zheng Yuan-yuan Zhou Xiulian Peng Yuanyuan Zhang Yan Lu 45 0 0 25 Feb 2023
Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-based Video Classification Frameworks Yuxuan Zhang Qingzhong Wang Jiang Bian Yi Liu Yanwu Xu Dejing Dou Haoyi Xiong 50 6 0 24 Feb 2023
A DeepONet multi-fidelity approach for residual learning in reduced order modeling N. Demo M. Tezzele G. Rozza 82 22 0 24 Feb 2023
Phase diagram of early training dynamics in deep neural networks: effect of the learning rate, depth, and width Dayal Singh Kalra M. Barkeshli 133 9 0 23 Feb 2023
Random Teachers are Good Teachers Felix Sarnthein Gregor Bachmann Sotiris Anagnostidis Thomas Hofmann 85 5 0 23 Feb 2023
Efficient Context Integration through Factorized Pyramidal Learning for Ultra-Lightweight Semantic Segmentation Nadeem Atif Saquib Mazhar Debajit Sarma M. Bhuyan S. R. Ahamad SSeg 85 0 0 23 Feb 2023
Singular value decomposition based matrix surgery Jehan Ghafuri S. Jassim 23 0 0 22 Feb 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 75 0 0 22 Feb 2023
Transfer Learning Enhanced Full Waveform Inversion Stefan Kollmannsberger Divya Singh L. Herrmann 81 5 0 22 Feb 2023
Considering Layerwise Importance in the Lottery Ticket Hypothesis Benjamin Vandersmissen José Oramas 76 1 0 22 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 87 6 0 22 Feb 2023
Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation Yuchen Hu Chen Chen Heqing Zou Xionghu Zhong Chng Eng Siong 114 16 0 22 Feb 2023
Recent Advancements in Deep Learning Applications and Methods for Autonomous Navigation: A Comprehensive Review Arman Asgharpoor Golroudbari M. Sabour 84 22 0 22 Feb 2023
Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations Monika Grewal Dustin van Weersel H. Westerveld Peter A. N. Bosman Tanja Alderliesten 21 2 0 21 Feb 2023
On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis Daniel Felipe Ordoñez Apraez Mario Martin Antonio Agudo Francesc Moreno-Noguer AI4CE 96 12 0 21 Feb 2023
Real-time speech enhancement with dynamic attention span Chengyu Zheng Yuan-yuan Zhou Xiulian Peng Yuanyuan Zhang Yan Lu 61 3 0 21 Feb 2023
Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization Cameron Jakub Mihai Nica ODL 37 5 0 20 Feb 2023
Guided Depth Map Super-resolution: A Survey Zhiwei Zhong Xianming Liu Junjun Jiang Debin Zhao Xiangyang Ji 116 36 0 19 Feb 2023
Optimization Methods in Deep Learning: A Comprehensive Overview D. Shulman ODL 46 7 0 19 Feb 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 51 1 0 18 Feb 2023
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images M. R. Siddiquee Jay Shah Teresa Wu C. Chong T. Schwedt Gina M. Dumkrieger S. Nikolova Baoxin Li MedIm 108 11 0 18 Feb 2023
Deep Joint Source-Channel Coding with Iterative Source Error Correction Changwoo Lee Xiao Hu Hun-Seok Kim 56 6 0 17 Feb 2023