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
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks J. A. Barrachina Chengfang Ren C. Morisseau G. Vieillard J. Ovarlez 136 2 0 28 Oct 2022
Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering K. Georgiadis Albert Saà-Garriga M. K. Yucel Anastasios Drosou Bruno Manganelli 3DH 89 7 0 28 Oct 2022
Exploring the Effects of Channel Sparsity on Neural Network Pruning for Acoustic Scene Classification Yiqian Cai Shengchen Li 38 0 0 28 Oct 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 82 23 0 28 Oct 2022
UX-NET: Filter-and-Process-based Improved U-Net for Real-time Time-domain Audio Separation Kashyap Patel A. Kovalyov Issa Panahi 50 6 0 28 Oct 2022
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost Sungjun Cho Seonwoo Min Jinwoo Kim Moontae Lee Honglak Lee Seunghoon Hong 87 3 0 27 Oct 2022
Multi-layered Discriminative Restricted Boltzmann Machine with Untrained Probabilistic Layer Yuri Kanno Muneki Yasuda 55 1 0 27 Oct 2022
Learning Deep Robotic Skills on Riemannian manifolds Weitao Wang Matteo Saveriano Fares J. Abu-Dakka 58 10 0 27 Oct 2022
BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification Ziwen Liu J. Grau-Bové Scott Orr 76 1 0 27 Oct 2022
On the biological plausibility of orthogonal initialisation for solving gradient instability in deep neural networks Nikolay Manchev Michael W. Spratling ODL 23 1 0 27 Oct 2022
Global-to-local Expression-aware Embeddings for Facial Action Unit Detection Rudong An Wei Zhang Hao Zeng Wei Chen Zhiwei Deng Yu-qiong Ding CVBM ViT 50 0 0 27 Oct 2022
A Variational Inequality Model for Learning Neural Networks P. Combettes J. Pesquet A. Repetti 51 2 0 26 Oct 2022
RGB-T Semantic Segmentation with Location, Activation, and Sharpening Gongyang Li Yike Wang Zhi Liu Xinpeng Zhang Dan Zeng 61 106 0 26 Oct 2022
SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles Zhi Lv Bo Lin Siyuan Liang Lihua Wang Mochen Yu Yao Tang Jiajun Liang 58 0 0 26 Oct 2022
Gradient-based Weight Density Balancing for Robust Dynamic Sparse Training Mathias Parger Alexander Ertl Paul Eibensteiner J. H. Mueller Martin Winter M. Steinberger 66 0 0 25 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 99 171 0 24 Oct 2022
MARS: Meta-Learning as Score Matching in the Function Space Krunoslav Lehman Pavasovic Jonas Rothfuss Andreas Krause BDL 100 5 0 24 Oct 2022
SphNet: A Spherical Network for Semantic Pointcloud Segmentation Lukas Bernreiter Lionel Ott Roland Siegwart Cesar Cadena 3DPC 59 1 0 24 Oct 2022
Stochastic Adaptive Activation Function Kyungsu Lee Jaeseung Yang Haeyun Lee J. Y. Hwang 52 3 0 21 Oct 2022
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming Junfeng Gao Wenzhi Liao D. Nuyttens P. Lootens Erik Alexandersson J. Pieters 73 4 0 20 Oct 2022
Hypernetworks in Meta-Reinforcement Learning Jacob Beck Matthew Jackson Risto Vuorio Shimon Whiteson OffRL 84 30 0 20 Oct 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks Ankit Gupta I. Sintorn HAI 105 1 0 20 Oct 2022
Differentiable Self-Adaptive Learning Rate Bozhou Chen Hongzhi Wang Chenmin Ba ODL 33 4 0 19 Oct 2022
SignReLU neural network and its approximation ability Jianfei Li Han Feng Ding-Xuan Zhou 85 4 0 19 Oct 2022
No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective A. Heydari N. Rezaei Daniel J. McDuff Javier L. Prieto 64 0 0 18 Oct 2022
Extensible Proxy for Efficient NAS Yuhong Li Jiajie Li Cong Han P. Li Jinjun Xiong De-huai Chen 62 1 0 17 Oct 2022
Nish: A Novel Negative Stimulated Hybrid Activation Function Yildiray Anagün Ş. Işık 68 2 0 17 Oct 2022
Meta-Learning via Classifier(-free) Diffusion Guidance Elvis Nava Seijin Kobayashi Yifei Yin Robert K. Katzschmann Benjamin Grewe VLM 73 6 0 17 Oct 2022
Modular machine learning-based elastoplasticity: generalization in the context of limited data J. Fuhg Craig M. Hamel K. Johnson Reese E. Jones N. Bouklas 80 50 0 15 Oct 2022
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network Keyu Yan Man Zhou Jie Huang Fengmei Zhao Chengjun Xie Chongyi Li Danfeng Hong 89 17 0 15 Oct 2022
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again Ajay Jaiswal Peihao Wang Tianlong Chen Justin F. Rousseau Ying Ding Zhangyang Wang 77 10 0 14 Oct 2022
Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning J. Dominic Nandita Bhaskhar Arjun D Desai Andrew M Schmidt E. Rubin ... G. Gold B. Hargreaves L. Lenchik R. Boutin Akshay S. Chaudhari 64 0 0 14 Oct 2022
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection Jingkang Yang Pengyun Wang Dejian Zou Zitang Zhou Kun Ding ... Kaiyang Zhou Wayne Zhang Dan Hendrycks Yixuan Li Ziwei Liu OODD 93 245 0 13 Oct 2022
How to Train Vision Transformer on Small-scale Datasets? Hanan Gani Muzammal Naseer Mohammad Yaqub ViT 70 51 0 13 Oct 2022
NoMorelization: Building Normalizer-Free Models from a Sample's Perspective Chang-Shu Liu Yuwen Yang Yue Ding Hongtao Lu 87 2 0 13 Oct 2022
Parameter-Efficient Masking Networks Yue Bai Huan Wang Xu Ma Yitian Zhang Zhiqiang Tao Yun Fu 67 10 0 13 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 109 51 0 13 Oct 2022
GULP: a prediction-based metric between representations Enric Boix Adserà Hannah Lawrence George Stepaniants Philippe Rigollet 85 11 0 12 Oct 2022
How to Sift Out a Clean Data Subset in the Presence of Data Poisoning? Yi Zeng Minzhou Pan Himanshu Jahagirdar Ming Jin Lingjuan Lyu R. Jia AAML 85 21 0 12 Oct 2022
Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks Lang Feng Qianhui Liu Huajin Tang De Ma Gang Pan 71 45 0 12 Oct 2022
AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs S. Dubey S. Singh B. B. Chaudhuri ODL 60 8 0 12 Oct 2022
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zong-xiao Li Chong You Srinadh Bhojanapalli Daliang Li A. S. Rawat ... Kenneth Q Ye Felix Chern Felix X. Yu Ruiqi Guo Surinder Kumar MoE 104 97 0 12 Oct 2022
Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics S. Rizvi Akash Awasthi Maria J. Peláez Zhihui Wang V. Cristini Hien Nguyen P. Dogra 119 1 0 12 Oct 2022
A multi-category inverse design neural network and its application to diblock copolymers Dan Wei Tiejun Zhou Yuanfei Huang Kai Jiang 27 3 0 12 Oct 2022
Towards Theoretically Inspired Neural Initialization Optimization Yibo Yang Hong Wang Haobo Yuan Zhouchen Lin 73 11 0 12 Oct 2022
Auto-Encoding Goodness of Fit A. Palmer Zhiyi Chi Derek Aguiar J. Bi 119 1 0 12 Oct 2022
Effectiveness of the Recent Advances in Capsule Networks Nidhin Harilal Rohan Patil 38 0 0 11 Oct 2022
Component-Wise Natural Gradient Descent -- An Efficient Neural Network Optimization Tran van Sang Mhd Irvan R. Yamaguchi Toshiyuki Nakata 66 1 0 11 Oct 2022
On Scrambling Phenomena for Randomly Initialized Recurrent Networks Vaggos Chatziafratis Ioannis Panageas Clayton Sanford S. Stavroulakis 69 2 0 11 Oct 2022
A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification Kleanthis Malialis M. Roveri Cesare Alippi C. Panayiotou Marios M. Polycarpou AI4TS 61 9 0 10 Oct 2022