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
Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning Lapo Frati Neil Traft Jeff Clune Nick Cheney CLL 79 1 0 12 Oct 2023
Point Cloud Denoising and Outlier Detection with Local Geometric Structure by Dynamic Graph CNN Kosuke Nakayama Hiroto Fukuta Hiroshi Watanabe 3DPC 18 0 0 11 Oct 2023
A predict-and-optimize approach to profit-driven churn prevention Nuria Gómez-Vargas Sebastián Maldonado Carla Vairetti 49 2 0 10 Oct 2023
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding Eslam Mohamed Bakr Mohamed Ayman Mahmoud Ahmed Habib Slim Mohamed Elhoseiny LRM 76 12 0 10 Oct 2023
Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques Mike Huisman Aske Plaat Jan N. van Rijn MLT 85 9 0 09 Oct 2023
Lion Secretly Solves Constrained Optimization: As Lyapunov Predicts Lizhang Chen Bo Liu Kaizhao Liang Qian Liu ODL 112 20 0 09 Oct 2023
A Meta-Learning Perspective on Transformers for Causal Language Modeling Xinbo Wu Lav Varshney 80 7 0 09 Oct 2023
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels Fan He Ming-qian He Lei Shi Xiaolin Huang Johan A. K. Suykens 59 1 0 08 Oct 2023
TransCC: Transformer Network for Coronary Artery CCTA Segmentation Chenchu Xu Meng Li Xue Wu ViT MedIm 42 1 0 07 Oct 2023
A New Dataset for End-to-End Sign Language Translation: The Greek Elementary School Dataset Andreas Voskou Konstantinos P. Panousis Harris Partaourides Kyriakos Tolias S. Chatzis SLR 91 6 0 07 Oct 2023
Keep Moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks Daniel Anthes Sushrut Thorat Peter König Tim C Kietzmann CLL 51 0 0 07 Oct 2023
Why Do We Need Weight Decay in Modern Deep Learning? Maksym Andriushchenko Francesco DÁngelo Aditya Varre Nicolas Flammarion 98 38 0 06 Oct 2023
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning Peiran Xu Zeyu Wang Jieru Mei Liangqiong Qu Alan Yuille Cihang Xie Yuyin Zhou FedML 55 1 0 06 Oct 2023
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation Weibin Liao Xuhong Li Qingzhong Wang Yanwu Xu Zhaozheng Yin Haoyi Xiong VLM 81 1 0 06 Oct 2023
CrysFormer: Protein Structure Prediction via 3d Patterson Maps and Partial Structure Attention Chen Dun Qiutai Pan Shikai Jin Ria Stevens Mitchell D. Miller George N. Phillips Anastasios Kyrillidis 24 2 0 05 Oct 2023
Enhancing Accuracy in Deep Learning Using Random Matrix Theory Leonid Berlyand Etienne Sandier Yitzchak Shmalo Lei Zhang AAML 86 0 0 04 Oct 2023
Short text classification with machine learning in the social sciences: The case of climate change on Twitter Karina Shyrokykh Maksym A. Girnyk L. Dellmuth AILaw 31 16 0 03 Oct 2023
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion Alexandru Meterez Amir Joudaki Francesco Orabona Alexander Immer Gunnar Rätsch Hadi Daneshmand 71 8 0 03 Oct 2023
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts Weibin Liao Haoyi Xiong Qingzhong Wang Yan Mo Xuhong Li Yi Liu Zeyu Chen Siyu Huang Dejing Dou CLL 71 23 0 03 Oct 2023
OOD Aware Supervised Contrastive Learning Soroush Seifi Daniel Olmeda Reino N. Chumerin Rahaf Aljundi OODD 118 2 0 03 Oct 2023
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations C. Ekbote Ajinkya Deshpande Arun Shankar Iyer Ramakrishna Bairi Sundararajan Sellamanickam SSL 77 5 0 03 Oct 2023
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms William Yang Byron Zhang Olga Russakovsky OODD 102 14 0 03 Oct 2023
The Optimal use of Segmentation for Sampling Calorimeters Fernando Torales Acosta Bishnu Karki P. Karande Aaron Angerami M. Arratia K. Barish R. Milton Sebastián Morán Benjamin Nachman Anshuman Sinha 74 6 0 02 Oct 2023
HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors Mohammed Baharoon Hessa Almatar Reema Alduhayan Tariq Aldebasi Badr O. Alahmadi Yahya Bokhari M. Alawad A. Almazroa Abdulrhman Aljouie 75 1 0 02 Oct 2023
Non-negative isomorphic neural networks for photonic neuromorphic accelerators Manos Kirtas Nikolaos Passalis N. Pleros Anastasios Tefas 28 0 0 02 Oct 2023
On the Role of Neural Collapse in Meta Learning Models for Few-shot Learning Saaketh Medepalli Naren Doraiswamy 80 1 0 30 Sep 2023
LoRA ensembles for large language model fine-tuning Xi Wang Laurence Aitchison Maja Rudolph UQCV 111 39 0 29 Sep 2023
Intrinsic Biologically Plausible Adversarial Robustness Matilde Tristany Farinha Thomas Ortner Giorgia Dellaferrera Benjamin Grewe A. Pantazi AAML 108 1 0 29 Sep 2023
Generalized Activation via Multivariate Projection Jiayun Li Yuxiao Cheng Yiwen Lu Zhuofan Xia Yilin Mo Gao Huang LLMSV 37 0 0 29 Sep 2023
Redistributing the Precision and Content in 3D-LUT-based Inverse Tone-mapping for HDR/WCG Display Weijie Wei Leidong Fan Martin R. Oswald Hanyuan Liu Kanglin Liu Xiuhua Jiang 3DGS 55 1 0 29 Sep 2023
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval Hao Li Marie-Jeanne Lesot Lianli Gao Xiaosu Zhu Christophe Marsala EDL 78 15 0 29 Sep 2023
Benefits of mirror weight symmetry for 3D mesh segmentation in biomedical applications Asif Abdullah Rokoni Maksim Dzhigil Martin Kasparick 3DH 51 0 0 29 Sep 2023
G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks Zhaoyu Li Jinpei Guo Xujie Si NAI 58 6 0 29 Sep 2023
DataDAM: Efficient Dataset Distillation with Attention Matching A. Sajedi Samir Khaki Ehsan Amjadian Lucy Z. Liu Y. Lawryshyn Konstantinos N. Plataniotis DD 152 67 0 29 Sep 2023
Intriguing properties of generative classifiers P. Jaini Kevin Clark Robert Geirhos BDL 106 39 0 28 Sep 2023
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective Zhen Qin Feiyi Chen Chen Zhi Xueqiang Yan Shuiguang Deng AAML FedML 86 6 0 28 Sep 2023
Dark Side Augmentation: Generating Diverse Night Examples for Metric Learning Albert Mohwald Shachar Meir Srikkanth Ramachandran GAN 66 4 0 28 Sep 2023
A Primer on Bayesian Neural Networks: Review and Debates Federico Danieli Konstantinos Pitas M. Vladimirova Vincent Fortuin BDL AAML 103 20 0 28 Sep 2023
Feature Normalization Prevents Collapse of Non-contrastive Learning Dynamics Han Bao SSL MLT 97 1 0 28 Sep 2023
Multichannel Voice Trigger Detection Based on Transform-average-concatenate Takuya Higuchi Avamarie Brueggeman Han Fang Stephen Shum 76 0 0 27 Sep 2023
Unsupervised Pre-Training for Vietnamese Automatic Speech Recognition in the HYKIST Project Khai-Nguyen Nguyen 42 2 0 26 Sep 2023
Homotopy Relaxation Training Algorithms for Infinite-Width Two-Layer ReLU Neural Networks Yahong Yang Qipin Chen Wenrui Hao 62 4 0 26 Sep 2023
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL Jacob Beck Risto Vuorio Zheng Xiong Shimon Whiteson 100 10 0 26 Sep 2023
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions Chetraj Pandey R. Angryk Berkay Aydin 52 3 0 25 Sep 2023
Noise-in, Bias-out: Balanced and Real-time MoCap Solving G. Albanis N. Zioulis Spyridon Thermos Anargyros Chatzitofis Kostas Kolomvatsos 55 0 0 25 Sep 2023
Revisiting LARS for Large Batch Training Generalization of Neural Networks K. Do Duong Nguyen Hoa Nguyen Long Tran-Thanh Nguyen-Hoang Tran Quoc-Viet Pham AI4CE ODL 69 1 0 25 Sep 2023
On Calibration of Modern Quantized Efficient Neural Networks Joe-Hwa Kuang Alexander Wong UQCV MQ 137 1 0 25 Sep 2023
Adversarial Attacks on Video Object Segmentation with Hard Region Discovery P. Li Yu Zhang L. Yuan Jian Zhao Xianghua Xu Xiaoqing Zhang AAML VOS 80 15 0 25 Sep 2023
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data Wai Tong Chung Bassem Akoush Pushan Sharma Alex Tamkin Kihoon Jung ... D. Brouzet M. Talei B. Savard A. Poludnenko M. Ihme AI4CE 112 15 0 23 Sep 2023
Understanding Calibration of Deep Neural Networks for Medical Image Classification A. Sambyal Usma Niyaz N. C. Krishnan Deepti R. Bathula 47 9 0 22 Sep 2023