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 / 5,469 papers shown

Title
Bayesian Learning for Neural Networks: an algorithmic survey M. Magris Alexandros Iosifidis BDL DRL 133 78 0 21 Nov 2022
Learnable Graph Convolutional Attention Networks Adrián Javaloy Pablo Sánchez-Martín Amit Levi Isabel Valera GNN 75 11 0 21 Nov 2022
Efficient Generalization Improvement Guided by Random Weight Perturbation Tao Li Wei Yan Zehao Lei Yingwen Wu Kun Fang Ming-Hsuan Yang Xiaolin Huang AAML 74 6 0 21 Nov 2022
Learning Low-Rank Representations for Model Compression Zezhou Zhu Yucong Zhou Zhaobai Zhong SSL MQ 64 3 0 21 Nov 2022
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training Quan Nguyen Hieu H. Pham Kok-Seng Wong Phi Le Nguyen Truong Thao Nguyen Minh N. Do FedML 100 7 0 20 Nov 2022
Accuracy Booster: Enabling 4-bit Fixed-point Arithmetic for DNN Training Simla Burcu Harma Canberk Sonmez Nicholas Sperry Babak Falsafi Martin Jaggi Yunho Oh MQ 60 5 0 19 Nov 2022
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 93 36 0 18 Nov 2022
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning Guanqin Zhang Jiankun Sun Feng Xu H.M.N. Dilum Bandara Shiping Chen Yulei Sui Tim Menzies OOD 36 0 0 18 Nov 2022
VeLO: Training Versatile Learned Optimizers by Scaling Up Luke Metz James Harrison C. Freeman Amil Merchant Lucas Beyer ... Naman Agrawal Ben Poole Igor Mordatch Adam Roberts Jascha Narain Sohl-Dickstein 138 60 0 17 Nov 2022
Convolutional neural networks for medical image segmentation J. Bertels D. Robben Robin Lemmens Dirk Vandermeulen SSeg 17 3 0 17 Nov 2022
TAX-Pose: Task-Specific Cross-Pose Estimation for Robot Manipulation Chuer Pan Brian Okorn Harry Zhang Ben Eisner David Held 119 60 0 17 Nov 2022
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator Yanbo Yuan Hua Zhong Haixiong Li Xiao cheng Linmei Xia 32 0 0 16 Nov 2022
Scalar Invariant Networks with Zero Bias Chuqin Geng Xiaojie Xu Haolin Ye X. Si 77 2 0 15 Nov 2022
Efficient shallow learning as an alternative to deep learning Yuval Meir Ofek Tevet Yarden Tzach Shiri Hodassman Ronit D. Gross Ido Kanter 63 17 0 15 Nov 2022
Characterizing the Spectrum of the NTK via a Power Series Expansion Michael Murray Hui Jin Benjamin Bowman Guido Montúfar 99 11 0 15 Nov 2022
Hierarchically Structured Task-Agnostic Continual Learning Heinke Hihn Daniel A. Braun BDL CLL 91 9 0 14 Nov 2022
Aspects of scaling and scalability for flow-based sampling of lattice QCD Ryan Abbott M. S. Albergo Aleksandar Botev D. Boyda Kyle Cranmer ... Ali Razavi Danilo Jimenez Rezende F. Romero-López P. Shanahan Julian M. Urban 116 33 0 14 Nov 2022
PKCAM: Previous Knowledge Channel Attention Module Eslam Mohamed Bakr Ahmad El-Sallab M. Rashwan 61 1 0 14 Nov 2022
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring Wenyuan Yang Shuo Shao Yue Yang Xiyao Liu Ximeng Liu Zhihua Xia Gerald Schaefer Hui Fang FedML 77 24 0 14 Nov 2022
Evaluating CNN with Oscillatory Activation Function Jeevanshi Sharma 86 1 0 13 Nov 2022
Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling Qi Zhang Shanshe Wang Xinfeng Zhang Chuanmin Jia Jingshan Pan Siwei Ma Wen Gao 82 4 0 13 Nov 2022
Large-Scale Bidirectional Training for Zero-Shot Image Captioning Taehoon Kim Mark A Marsden Pyunghwan Ahn Sangyun Kim Sihaeng Lee Alessandra Sala S. Kim VLM 64 4 0 13 Nov 2022
Multistep feature aggregation framework for salient object detection Xiaogang Liu 66 0 0 12 Nov 2022
A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans Ivo Gollini Navarrete Mohammad Yaqub 53 3 0 12 Nov 2022
GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data Andrei Margeloiu Nikola Simidjievski Pietro Lio M. Jamnik DD AI4CE 53 5 0 11 Nov 2022
MAPPING: Model Average with Post-processing for Stroke Lesion Segmentation Jiayu Huo Liyun Chen Yang Liu Maxence Boels Alejandro Granados Sebastien Ourselin Rachel Sparks 66 11 0 11 Nov 2022
Progressive Motion Context Refine Network for Efficient Video Frame Interpolation Lingtong Kong Jinfeng Liu Jie Yang 63 3 0 11 Nov 2022
MGiaD: Multigrid in all dimensions. Efficiency and robustness by coarsening in resolution and channel dimensions Antonia van Betteray Matthias Rottmann Karsten Kahl 86 2 0 10 Nov 2022
Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Deep Learning-Based Time Series Forecasting Chen Lin Safoora Yousefi E. Kahoro Payam Karisani D. Liang J. Sarnat Eugene Agichtein AI4TS 35 2 0 09 Nov 2022
Designing Network Design Strategies Through Gradient Path Analysis Chien-Yao Wang Hongpeng Liao I-Hau Yeh 77 239 0 09 Nov 2022
A physics-aware deep learning model for energy localization in multiscale shock-to-detonation simulations of heterogeneous energetic materials Phong C. H. Nguyen Y. Nguyen P. Seshadri Joseph B. Choi H. Udaykumar Stephen Seung-Yeob Baek AI4CE 44 18 0 08 Nov 2022
Predictive Coding beyond Gaussian Distributions Luca Pinchetti Tommaso Salvatori Yordan Yordanov Beren Millidge Yuhang Song Thomas Lukasiewicz UQCV BDL 74 11 0 07 Nov 2022
Private Set Generation with Discriminative Information Dingfan Chen Raouf Kerkouche Mario Fritz DD 80 39 0 07 Nov 2022
Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach Zhen Cheng Tao Wang Yong Li Fenglong Song C. Chen Zhiwei Xiong 91 7 0 06 Nov 2022
Multilayer Perceptron Network Discriminates Larval Zebrafish Genotype using Behaviour Christopher Fusco Angel G Allen 54 0 0 06 Nov 2022
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 166 514 0 04 Nov 2022
Cold Diffusion for Speech Enhancement Hao Yen François Germain Gordon Wichern Jonathan Le Roux DiffM 96 45 0 04 Nov 2022
A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data Haodi Jiang Qin Li Zhihang Hu Nian Liu Yasser Abduallah ... Genwei Zhang Yan Xu Wynne Hsu Jinqiao Wang Haimin Wang 75 6 0 04 Nov 2022
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation Zhengyong Huang Sijuan Zou Guoshuai Wang Zixiang Chen Hao Shen ... Haining Wang Dong Liang Tianye Niu Xiaohua Zhu Zhanli Hu 66 14 0 04 Nov 2022
ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations Badr Youbi Idrissi Diane Bouchacourt Randall Balestriero Ivan Evtimov C. Hazirbas Nicolas Ballas Pascal Vincent M. Drozdzal David Lopez-Paz Mark Ibrahim VLM ViT 101 46 0 03 Nov 2022
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization Ali Kavis Stratis Skoulakis Kimon Antonakopoulos L. Dadi Volkan Cevher 103 15 0 03 Nov 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 168 9 0 02 Nov 2022
Attention-based Neural Cellular Automata Mattie Tesfaldet Derek Nowrouzezahrai C. Pal ViT 93 18 0 02 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 94 17 0 02 Nov 2022
Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning Jianwu Fang C. Zhu Pu Zhang Hongkai Yu Jianru Xue 127 18 0 02 Nov 2022
Learning Neural Implicit Representations with Surface Signal Parameterizations Yanran Guan Andrei Chubarau Ruby Rao Derek Nowrouzezahrai AI4CE 67 4 0 01 Nov 2022
PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction A. Zeidan Paula Ramirez Gilliland Ashay Patel Zhanchong Ou Dimitra Flouri ... K. Maksym Rosalind Aughwane Sebastien Ourselin A. David Andrew Melbourne 20 2 0 01 Nov 2022
Reinforcement Learning for Solving Robotic Reaching Tasks in the Neurorobotics Platform Márton Szep Leander Lauenburg Kevin Farkas Xiyan Su Chuanlong Zang 61 0 0 31 Oct 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 67 10 0 29 Oct 2022
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions Stanislas Ducotterd Alexis Goujon Pakshal Bohra Dimitris Perdios Sebastian Neumayer M. Unser 84 13 0 28 Oct 2022