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 / 5,463 papers shown

Title
Bridging the gap between image coding for machines and humans Nam Le Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Hamed R. Tavakoli Emre B. Aksu M. Hannuksela Esa Rahtu 70 5 0 19 Jan 2024
A2Q+: Improving Accumulator-Aware Weight Quantization Ian Colbert Alessandro Pappalardo Jakoba Petri-Koenig Yaman Umuroglu MQ 66 5 0 19 Jan 2024
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields Z. Babaiee Peyman M. Kiasari Daniela Rus Radu Grosu MDE 26 3 0 18 Jan 2024
Mathematical Algorithm Design for Deep Learning under Societal and Judicial Constraints: The Algorithmic Transparency Requirement Holger Boche Adalbert Fono Gitta Kutyniok FaML 103 4 0 18 Jan 2024
Querying Easily Flip-flopped Samples for Deep Active Learning S. Cho G. Kim Junghyun Lee Jinwoo Shin Chang D. Yoo 96 6 0 18 Jan 2024
Land Cover Image Classification Antonio Rangel Juan R. Terven Diana-Margarita Córdova-Esparza E. A. Chavez-Urbiola 34 4 0 17 Jan 2024
Bag of Tricks to Boost Adversarial Transferability Zeliang Zhang Rongyi Zhu Wei Yao Xiaosen Wang Chenliang Xu AAML 86 11 0 16 Jan 2024
Transferring Core Knowledge via Learngenes Fu Feng Jing Wang Xin Geng 103 7 0 16 Jan 2024
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement Tsun-An Hsieh Jacob Donley Daniel D. E. Wong Buye Xu Ashutosh Pandey 58 3 0 15 Jan 2024
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement Ashutosh Pandey Buye Xu 90 3 0 15 Jan 2024
Sparsity-based background removal for STORM super-resolution images Patris Valera Josué Page Vizcaíno Tobias Lasser 46 0 0 15 Jan 2024
Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations Jie Jiang Yuesheng Xu 54 3 0 13 Jan 2024
Setting the Record Straight on Transformer Oversmoothing G. Dovonon M. Bronstein Matt J. Kusner 88 6 0 09 Jan 2024
A foundation for exact binarized morphological neural networks T. Aouad Hugues Talbot 33 1 0 08 Jan 2024
When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks Haihang Wu Wei Wang T. Malepathirana Damith A. Senanayake D. Oetomo Saman K. Halgamuge 53 2 0 06 Jan 2024
On the numerical reliability of nonsmooth autodiff: a MaxPool case study Ryan Boustany 88 1 0 05 Jan 2024
k-Winners-Take-All Ensemble Neural Network Abien Fred Agarap A. Azcarraga 19 1 0 04 Jan 2024
Effect of Optimizer, Initializer, and Architecture of Hypernetworks on Continual Learning from Demonstration Sayantan Auddy Sebastian Bergner J. Piater 79 0 0 31 Dec 2023
DREAM: Debugging and Repairing AutoML Pipelines Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen 84 1 0 31 Dec 2023
Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval Liang Wang Dawei Dai Shiyu Fu G. Wang CVBM 3DH 61 0 0 31 Dec 2023
PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model M. Hassanaly Peter J. Weddle Ryan N. King Subhayan De Alireza Doostan Corey R. Randall Eric J. Dufek Andrew M. Colclasure Kandler Smith 52 9 0 28 Dec 2023
Spike No More: Stabilizing the Pre-training of Large Language Models Sho Takase Shun Kiyono Sosuke Kobayashi Jun Suzuki 83 15 0 28 Dec 2023
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 62 0 0 28 Dec 2023
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 128 20 0 27 Dec 2023
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration J. Fu Qi Xie Deyu Meng Zongben Xu 94 8 0 25 Dec 2023
End-to-End 3D Object Detection using LiDAR Point Cloud Gaurav Raut A. Patole 3DPC 53 2 0 24 Dec 2023
PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs Max Zimmer Megi Andoni Christoph Spiegel Sebastian Pokutta VLM 175 10 0 23 Dec 2023
SPDGAN: A Generative Adversarial Network based on SPD Manifold Learning for Automatic Image Colorization Youssef Mourchid M. Donias Y. Berthoumieu Mohamed Najim GAN 117 1 0 21 Dec 2023
Fast Cell Library Characterization for Design Technology Co-Optimization Based on Graph Neural Networks Tianliang Ma Guangxi Fan Zhi-Bing Deng Xuguang Sun Kainlu Low Leilai Shao 19 3 0 20 Dec 2023
FSscore: A Machine Learning-based Synthetic Feasibility Score Leveraging Human Expertise Rebecca M. Neeser Bruno Correia Philippe Schwaller 43 1 0 20 Dec 2023
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net Arnela Hadzic B. Kirnbauer Darko Štern M. Urschler 49 2 0 19 Dec 2023
Principled Weight Initialisation for Input-Convex Neural Networks Pieter-Jan Hoedt Günter Klambauer 97 7 0 19 Dec 2023
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation Shengkui Zhao Yukun Ma Chongjia Ni Chong Zhang Hao Wang Trung Hieu Nguyen Kun Zhou J. Yip Dianwen Ng Bin Ma 92 29 0 19 Dec 2023
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions Franz Thaler M. Gsell Gernot Plank M. Urschler 75 1 0 18 Dec 2023
Detecting QT prolongation From a Single-lead ECG With Deep Learning Ridwan Alam Aaron D Aguirre Collin M. Stultz 69 5 0 17 Dec 2023
Deep Similarity Learning Loss Functions in Data Transformation for Class Imbalance Damian Horna Mateusz Lango Jerzy Stefanowski 43 1 0 16 Dec 2023
Fragility, Robustness and Antifragility in Deep Learning Chandresh Pravin Ivan Martino Giuseppe Nicosia Varun Ojha 81 0 0 15 Dec 2023
On the locality of local neural operator in learning fluid dynamics Ximeng Ye Hongyu Li Jingjie Huang Guoliang Qin AI4CE 77 10 0 15 Dec 2023
PAD: Self-Supervised Pre-Training with Patchwise-Scale Adapter for Infrared Images Tao Zhang Kun Ding Jinyong Wen Yu Xiong Zeyu Zhang Shiming Xiang Chunhong Pan 55 3 0 13 Dec 2023
Principled Weight Initialization for Hypernetworks Oscar Chang Lampros Flokas Hod Lipson 79 77 0 13 Dec 2023
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Hallee E. Wong Marianne Rakic John Guttag Adrian V. Dalca 78 21 0 12 Dec 2023
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling Thong Nguyen Xiaobao Wu Xinshuai Dong Khoi M. Le Zhiyuan Hu Cong-Duy Nguyen See-Kiong Ng Anh Tuan Luu 70 2 0 12 Dec 2023
Understanding and Leveraging the Learning Phases of Neural Networks Johannes Schneider Mohit Prabhushankar AI4CE 50 1 0 11 Dec 2023
Adaptive Human Trajectory Prediction via Latent Corridors Neerja Thakkar K. Mangalam Andrea V. Bajcsy Jitendra Malik 77 5 0 11 Dec 2023
Damage GAN: A Generative Model for Imbalanced Data Ali Anaissi Yuanzhe Jia Ali Braytee M. Naji Widad Alyassine GAN 57 1 0 08 Dec 2023
Low-power, Continuous Remote Behavioral Localization with Event Cameras Friedhelm Hamann Suman Ghosh Ignacio Juarez Martinez Tom Hart Alex Kacelnik Guillermo Gallego 67 8 0 06 Dec 2023
ShareCMP: Polarization-Aware RGB-P Semantic Segmentation Zhuoyan Liu Bo Wang Lizhi Wang Chenyu Mao Ye Li 92 1 0 06 Dec 2023
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition Nicolas Menet Michael Hersche G. Karunaratne Luca Benini Abu Sebastian Abbas Rahimi 78 14 0 05 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 153 203 0 05 Dec 2023
On the Initialization of Graph Neural Networks Jiahang Li Ya-Zhi Song Xiang Song David Wipf GNN 70 5 0 05 Dec 2023