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 / 5,458 papers shown

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MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning Yaming Yang Dilxat Muhtar Yelong Shen Yuefeng Zhan Jianfeng Liu ... Denvy Deng Feng Sun Qi Zhang Weizhu Chen Yunhai Tong MoE MoMe 151 4 0 12 Oct 2024
Neural Metamorphosis Xingyi Yang Xinchao Wang 72 2 0 10 Oct 2024
Full-Rank No More: Low-Rank Weight Training for Modern Speech Recognition Models Adriana Fernandez-Lopez Shiwei Liu L. Yin Stavros Petridis Maja Pantic 57 1 0 10 Oct 2024
JPEG Inspired Deep Learning Ahmed H. Salamah Kaixiang Zheng Yiwen Liu En-Hui Yang 96 1 0 09 Oct 2024
CodeUnlearn: Amortized Zero-Shot Machine Unlearning in Language Models Using Discrete Concept YuXuan Wu Bonaventure F. P. Dossou Dianbo Liu MU 49 0 0 08 Oct 2024
Array2BR: An End-to-End Noise-immune Binaural Audio Synthesis from Microphone-array Signals Cheng Chi Xiaoyu Li Andong Li Yuxuan Ke Xiaodong Li C. Zheng 48 0 0 08 Oct 2024
Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes Kosuke Nishida Kyosuke Nishida Kuniko Saito 51 2 0 07 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 110 3 0 07 Oct 2024
The OCON model: an old but green solution for distributable supervised classification for acoustic monitoring in smart cities Stefano Giacomelli Marco Giordano Claudia Rinaldi 52 0 0 05 Oct 2024
The OCON model: an old but gold solution for distributable supervised classification Stefano Giacomelli Marco Giordano Claudia Rinaldi 48 1 0 05 Oct 2024
Impact of Regularization on Calibration and Robustness: from the Representation Space Perspective Jonghyun Park Juyeop Kim Jong-Seok Lee 79 1 0 05 Oct 2024
An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging B. Cassidy Christian Mcbride Connah Kendrick N. Reeves Joseph M Pappachan ... Metib Alotaibi Abdullah Abdulaziz AlWabel Mohammad Alderwish Kuan-Ying Lai Moi Hoon Yap 68 1 0 04 Oct 2024
Enhanced Transformer architecture for in-context learning of dynamical systems Matteo Rufolo Dario Piga Gabriele Maroni Marco Forgione 54 0 0 04 Oct 2024
Forecasting Smog Clouds With Deep Learning Valentijn Oldenburg Juan Cardenas-Cartagena Matias Valdenegro-Toro AI4TS 33 1 0 03 Oct 2024
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance Joshua McClellan Naveed Haghani John Winder Furong Huang Pratap Tokekar 65 7 0 03 Oct 2024
Learning from Offline Foundation Features with Tensor Augmentations Emir Konuk Christos Matsoukas Moein Sorkhei Phitchapha Lertsiravaramet Kevin Smith OffRL 43 1 0 03 Oct 2024
Towards Better Generalization: Weight Decay Induces Low-rank Bias for Neural Networks Ke Chen Chugang Yi Haizhao Yang MLT 69 0 0 03 Oct 2024
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis Hyunwoo Lee Hayoung Choi Hyunju Kim 72 2 0 03 Oct 2024
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation Chuyan Zhang Hao Zheng Xin You Yefeng Zheng Yun Gu VLM OOD MedIm 91 1 0 02 Oct 2024
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks Edan Kinderman Itay Hubara Haggai Maron Daniel Soudry MoMe 98 2 0 02 Oct 2024
A versatile machine learning workflow for high-throughput analysis of supported metal catalyst particles A. Genç Justin Marlowe Anika Jalil L. Kovarik Phillip Christopher 75 2 0 02 Oct 2024
Associative memory and dead neurons V. Fanaskov Ivan Oseledets 126 1 0 02 Oct 2024
WALINET: A water and lipid identification convolutional Neural Network for nuisance signal removal in 1H MR Spectroscopic Imaging Paul Weiser Georg Langs Stanislav Motyka W. Bogner S. Courvoisier Malte Hoffmann Antoine Klauser Ovidiu C. Andronesi 26 1 0 01 Oct 2024
Cross-Camera Data Association via GNN for Supervised Graph Clustering Đorđe Nedeljković 42 0 0 01 Oct 2024
Deep activity propagation via weight initialization in spiking neural networks Aurora Micheli Olaf Booij Jan van Gemert Nergis Tömen 109 0 0 01 Oct 2024
Adaptive high-precision sound source localization at low frequencies based on convolutional neural network Wenbo Ma Yan Lu Yijun Liu 126 0 0 30 Sep 2024
On the universality of neural encodings in CNNs Florentin Guth Brice Ménard SSL 119 5 0 28 Sep 2024
Zorro: A Flexible and Differentiable Parametric Family of Activation Functions That Extends ReLU and GELU Matias Roodschild Jorge Gotay-Sardiñas V. Jimenez A. Will 79 1 0 28 Sep 2024
Cauchy activation function and XNet Xin Li Zhihong Xia Hongkun Zhang 187 6 0 28 Sep 2024
Spectral Wavelet Dropout: Regularization in the Wavelet Domain Rinor Cakaj Jens Mehnert Bin Yang 135 0 0 27 Sep 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization Shivang Rawat David J. Heeger Stefano Martiniani 229 1 0 27 Sep 2024
MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal Kuo-Hsuan Hung Kuan-Chen Wang Kai-Chun Liu Wei-Lun Chen Xugang Lu Yu Tsao Chii-Wann Lin Mamba 67 0 0 27 Sep 2024
MC-SEMamba: A Simple Multi-channel Extension of SEMamba Wen-Yuan Ting Wenze Ren Rong-Yu Chao Hsin-Yi Lin Yu Tsao Fan-Gang Zeng Mamba 68 0 0 26 Sep 2024
Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs Xinya Shu Yu Li Dongwei Ren Xiaohe Wu Jin Li W. Zuo 76 0 0 26 Sep 2024
CombU: A Combined Unit Activation for Fitting Mathematical Expressions with Neural Networks Jiayu Li Zilong Zhao Kevin Yee Uzair Javaid Biplab Sikdar 26 1 0 25 Sep 2024
The Credibility Transformer Ronald Richman Salvatore Scognamiglio M. Wüthrich 78 1 0 25 Sep 2024
Twin Network Augmentation: A Novel Training Strategy for Improved Spiking Neural Networks and Efficient Weight Quantization Lucas Deckers Benjamin Vandersmissen Ing Jyh Tsang W. V. Leekwijck Steven Latré MQ 58 2 0 24 Sep 2024
Adapting Segment Anything Model for Unseen Object Instance Segmentation Rui Cao Chuanxin Song Biqi Yang Jiangliu Wang Pheng-Ann Heng Yun-Hui Liu VLM 75 1 0 23 Sep 2024
Multi-Source and Multi-Sequence Myocardial Pathology Segmentation Using a Cascading Refinement CNN Franz Thaler Darko Stern Gernot Plank Martin Urschler 51 0 0 19 Sep 2024
Multichannel-to-Multichannel Target Sound Extraction Using Direction and Timestamp Clues Dayun Choi Jung-Woo Choi 61 0 0 19 Sep 2024
PReLU: Yet Another Single-Layer Solution to the XOR Problem Rafael C. Pinto Anderson R. Tavares 47 1 0 17 Sep 2024
Multi-frequency Electrical Impedance Tomography Reconstruction with Multi-Branch Attention Image Prior Hao Fang Zhe Liu Yi Feng Zhen Qiu Pierre Bagnaninchi Yunjie Yang 53 1 0 17 Sep 2024
Kolmogorov-Arnold Transformer Xingyi Yang Xinchao Wang 93 26 0 16 Sep 2024
RF-GML: Reference-Free Generative Machine Listener A. Biswas Guanxin Jiang 80 0 0 16 Sep 2024
Active Learning to Guide Labeling Efforts for Question Difficulty Estimation Arthur Thuy Ekaterina Loginova Dries F. Benoit 34 1 0 14 Sep 2024
Stable Language Model Pre-training by Reducing Embedding Variability Woojin Chung Jiwoo Hong Na Min An James Thorne Se-Young Yun 75 3 0 12 Sep 2024
Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy Bojian Li Bo Liu Jinghua Yue F. Zhou Fugen Zhou MedIm MDE 102 3 0 12 Sep 2024
A Cross-Font Image Retrieval Network for Recognizing Undeciphered Oracle Bone Inscriptions Zhicong Wu Qifeng Su Ke Gu Xiaodong Shi 137 0 0 10 Sep 2024
Real-time optimal control of high-dimensional parametrized systems by deep learning-based reduced order models Matteo Tomasetto Andrea Manzoni Francesco Braghin AI4CE 82 2 0 09 Sep 2024
Seeing Through the Mask: Rethinking Adversarial Examples for CAPTCHAs Yahya Jabary Andreas Plesner Turlan Kuzhagaliyev Roger Wattenhofer AAML 79 0 0 09 Sep 2024