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 / 5,468 papers shown

Title
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management Muneeza Azmat Malvern Madondo Kelsey L. DiPietro R. Horesh Arun Bawa Michael Jacobs Raghavan Srinivasan Fearghal O'Donncha 70 4 0 12 Dec 2022
Learning Neural Volumetric Field for Point Cloud Geometry Compression Yueyu Hu Yao Wang 3DPC 37 6 0 11 Dec 2022
Statistical guarantees for sparse deep learning Johannes Lederer 40 11 0 11 Dec 2022
Deep Learning for Inertial Sensor Alignment M. Freydin Niv Sfaradi Nimrod Segol Areej Eweida B. Or 71 6 0 10 Dec 2022
Deep Learning of Causal Structures in High Dimensions Kai Lagemann C. Lagemann B. Taschler S. Mukherjee CML BDL AI4CE 59 30 0 09 Dec 2022
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Lanqing Guo Chong Wang Wenhan Yang Siyu Huang Yufei Wang Hanspeter Pfister Bihan Wen DiffM 111 98 0 09 Dec 2022
Deep Learning for Brain Age Estimation: A Systematic Review Md. Iftekhar Tanveer M. A. Ganaie I. Beheshti Tripti Goel Nehal Ahmad Kuan-Ting Lai Kaizhu Huang Yudong Zhang Javier Del Ser Chin-Teng Lin 97 90 0 07 Dec 2022
Tackling Data Heterogeneity in Federated Learning with Class Prototypes Yutong Dai Zhenpeng Chen Junnan Li Shelby Heinecke Lichao Sun Ran Xu FedML 89 87 0 06 Dec 2022
$Multiple Perturbation Attack: Attack Pixelwise Under Different $\ell_p$-norms For Better Adversarial Performance$ Multiple Perturbation Attack: Attack Pixelwise Under Different $\ell_p$ -norms For Better Adversarial Performance Ngoc N. Tran Anh Tuan Bui Dinh Q. Phung Trung Le AAML 65 1 0 05 Dec 2022
Learning to See Through with Events Lei Yu Xiang Zhang Wei Liao Wentao Yang Guisong Xia 82 14 0 05 Dec 2022
A comparative study of emotion recognition methods using facial expressions Rim EL Cheikh Hélène Tran Issam Falih E. M. Nguifo 30 0 0 05 Dec 2022
Make RepVGG Greater Again: A Quantization-aware Approach Xiangxiang Chu Liang Li Bo Zhang MQ 136 51 0 03 Dec 2022
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 95 3 0 02 Dec 2022
Investigating certain choices of CNN configurations for brain lesion segmentation Masoomeh Rahimpour A. Radwan Henri Vandermeulen S. Sunaert K. Goffin M. Koole 79 1 0 02 Dec 2022
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation Haoran Wei Xu Liu Shou-tao Xu Zhongjian Dai Y. Dai Xiangyang Xu 81 39 0 02 Dec 2022
Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training? A. Vanderschueren Christophe De Vleeschouwer MQ 56 9 0 02 Dec 2022
On-device Training: A First Overview on Existing Systems Shuai Zhu Thiemo Voigt Jeonggil Ko Fatemeh Rahimian 142 17 0 01 Dec 2022
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning José Morano Álvaro S. Hervella J. Rouco Jorge Novo José I. Fernández-Vigo M. Ortega MedIm 69 14 0 01 Dec 2022
Rethinking Two Consensuses of the Transferability in Deep Learning Yixiong Chen Jingxia Li C. Ding Li Liu 76 2 0 01 Dec 2022
Task Discovery: Finding the Tasks that Neural Networks Generalize on Andrei Atanov Andrei Filatov Teresa Yeo Ajay Sohmshetty Amir Zamir OOD 134 10 0 01 Dec 2022
Variational Laplace Autoencoders Yookoon Park C. Kim Gunhee Kim BDL DRL 62 22 0 30 Nov 2022
Extreme Image Transformations Affect Humans and Machines Differently Girik Malik Dakarai Crowder E. Mingolla AAML 78 2 0 30 Nov 2022
Nonlinear Advantage: Trained Networks Might Not Be As Complex as You Think Christian H. X. Ali Mehmeti-Göpel Jan Disselhoff 56 6 0 30 Nov 2022
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction Jiahuan Yan Jintai Chen YiXuan Wu Benlin Liu Jian Wu 93 39 0 30 Nov 2022
Transfer Entropy Bottleneck: Learning Sequence to Sequence Information Transfer Damjan Kalajdzievski Ximeng Mao Pascal Fortier-Poisson Guillaume Lajoie Blake A. Richards AI4TS 47 4 0 29 Nov 2022
A3T: Accuracy Aware Adversarial Training Enes Altinisik Safa Messaoud Husrev Taha Sencar Sanjay Chawla 57 6 0 29 Nov 2022
Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-Resolution Hye-Min Moon Jinwoo Jeong Sungjei Kim 86 2 0 29 Nov 2022
Finding mixed-strategy equilibria of continuous-action games without gradients using randomized policy networks Carlos Martin Tuomas Sandholm 53 11 0 29 Nov 2022
Mirror descent of Hopfield model Hyungjoon Soh D. Kim Juno Hwang Junghyo Jo 72 0 0 29 Nov 2022
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data Andrei Margeloiu Nikola Simidjievski Pietro Lio M. Jamnik 74 12 0 28 Nov 2022
Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors Xiuheng Wang Jie Chen C. Richard 55 8 0 28 Nov 2022
Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments Tal Golan Wenxuan Guo Heiko H. Schutt N. Kriegeskorte CVBM 72 5 0 28 Nov 2022
Latent SHAP: Toward Practical Human-Interpretable Explanations Ron Bitton Alon Malach Amiel Meiseles Satoru Momiyama Toshinori Araki Jun Furukawa Yuval Elovici A. Shabtai FAtt 35 4 0 27 Nov 2022
Why Neural Networks Work Sayan Mukherjee Bernardo A. Huberman 39 2 0 26 Nov 2022
CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising Yifan Zuo Jiacheng Xie Yuming Fang Yan Huang Wenhui Jiang 84 16 0 26 Nov 2022
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation Yuyuan Liu Choubo Ding Yu Tian Guansong Pang Vasileios Belagiannis Ian Reid G. Carneiro OODD 112 40 0 26 Nov 2022
Learning Single Image Defocus Deblurring with Misaligned Training Pairs Yu Li Dongwei Ren Xinyao Shu W. Zuo 58 11 0 26 Nov 2022
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look Manideep Kolla Aravinth Savadamuthu CVBM 79 12 0 26 Nov 2022
Transform Once: Efficient Operator Learning in Frequency Domain Michael Poli Stefano Massaroli Federico Berto J. Park Tri Dao Christopher Ré Stefano Ermon 55 18 0 26 Nov 2022
SpaText: Spatio-Textual Representation for Controllable Image Generation Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xiaoyue Yin DiffM 133 210 0 25 Nov 2022
Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding Eslam Mohamed Bakr Yasmeen Alsaedy Mohamed Elhoseiny 3DPC 85 44 0 25 Nov 2022
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition Yuxin Jiang Linhan Zhang Wei Wang 72 17 0 25 Nov 2022
Signed Binary Weight Networks Sachit Kuhar Alexey Tumanov Judy Hoffman MQ 86 1 0 25 Nov 2022
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 103 9 0 24 Nov 2022
A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning J. Barkai M. Verheijen Estefania Talavera Martinez M. Wilkinson 35 0 0 23 Nov 2022
Predicting Topological Maps for Visual Navigation in Unexplored Environments Huangying Zhan Hamid Rezatofighi Ian Reid 113 0 0 23 Nov 2022
Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning R. Bettker P. Minini André Grahl Pereira M. Ritt 116 1 0 23 Nov 2022
Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations Alexander Binder Leander Weber Sebastian Lapuschkin G. Montavon Klaus-Robert Muller Wojciech Samek FAtt AAML 65 23 0 22 Nov 2022
Clarity: an improved gradient method for producing quality visual counterfactual explanations Claire Theobald Frédéric Pennerath Brieuc Conan-Guez Miguel Couceiro Amedeo Napoli BDL 90 1 0 22 Nov 2022
Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images Alexander Ororbia A. Mali BDL 70 11 0 22 Nov 2022