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
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis Yizhe Zhang Da Chen MedIm LM&MA 73 4 0 17 Feb 2023
Theory and Implementation of Complex-Valued Neural Networks J. A. Barrachina Chengfang Ren G. Vieillard C. Morisseau J. Ovarlez 62 11 0 16 Feb 2023
Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition Chengcheng Han Renyu Zhu Jun Kuang Feng-Xiang Chen Xiang Li Ming Gao Xuezhi Cao Wei Wu 62 6 0 14 Feb 2023
Detection and classification of vocal productions in large scale audio recordings Guillem Bonafos Pierre Pudlo Jean-Marc Freyermuth T. Legou J. Fagot Samuel Tronccon Arnaud Rey AI4TS 51 1 0 14 Feb 2023
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling Haoyu Lu Yuqi Huo Guoxing Yang Zhiwu Lu Wei Zhan Masayoshi Tomizuka Mingyu Ding 92 35 0 13 Feb 2023
Geometric Clifford Algebra Networks David Ruhe Jayesh K. Gupta Steven De Keninck Max Welling Johannes Brandstetter AI4CE 139 38 0 13 Feb 2023
Stitchable Neural Networks Zizheng Pan Jianfei Cai Bohan Zhuang 102 25 0 13 Feb 2023
Imitation from Observation With Bootstrapped Contrastive Learning M. Sonwa Johanna Hansen Eugene Belilovsky OffRL 55 0 0 13 Feb 2023
A Study on ReLU and Softmax in Transformer Kai Shen Junliang Guo Xuejiao Tan Siliang Tang Rui Wang Jiang Bian 104 59 0 13 Feb 2023
How to Use Dropout Correctly on Residual Networks with Batch Normalization Bum Jun Kim Hyeyeon Choi Hyeonah Jang Donggeon Lee Sang Woo Kim 118 8 0 13 Feb 2023
Koopman-based generalization bound: New aspect for full-rank weights Yuka Hashimoto Sho Sonoda Isao Ishikawa Atsushi Nitanda Taiji Suzuki 54 3 0 12 Feb 2023
Synaptic Stripping: How Pruning Can Bring Dead Neurons Back To Life Tim Whitaker L. D. Whitley CVBM 39 2 0 11 Feb 2023
Sketch Less Face Image Retrieval: A New Challenge Dawei Dai Yutang Li Liang Wang Shiyu Fu Shuyin Xia Guo-Zhen Wang 3DH CVBM 68 7 0 11 Feb 2023
AV-data2vec: Self-supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations Jiachen Lian Alexei Baevski Wei-Ning Hsu Michael Auli SSL 150 34 0 10 Feb 2023
Hypernetworks build Implicit Neural Representations of Sounds Filip Szatkowski Karol J. Piczak Przemtslaw Spurek Jacek Tabor Tomasz Trzciñski 118 11 0 09 Feb 2023
Reversible Vision Transformers K. Mangalam Haoqi Fan Yanghao Li Chaoxiong Wu Bo Xiong Christoph Feichtenhofer Jitendra Malik ViT 74 47 0 09 Feb 2023
An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint Ziang Yan Shusen Wang Guorui Zhou Jingjian Lin Peng Jiang OffRL 42 8 0 09 Feb 2023
Unsupervised Learning of Initialization in Deep Neural Networks via Maximum Mean Discrepancy Cheolhyoung Lee Kyunghyun Cho 59 0 0 08 Feb 2023
SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images Nikhil Gosala Kürsat Petek Paulo L. J. Drews-Jr Wolfram Burgard Abhinav Valada MDE 62 36 0 08 Feb 2023
MMA-RNN: A Multi-level Multi-task Attention-based Recurrent Neural Network for Discrimination and Localization of Atrial Fibrillation Yifan Sun Jingyan Shen Yunfan Jiang Zhaohui Huang Minsheng Hao Xuegong Zhang 27 6 0 07 Feb 2023
Utility-based Perturbed Gradient Descent: An Optimizer for Continual Learning Mohamed Elsayed A. R. Mahmood CLL 89 6 0 07 Feb 2023
On the Ideal Number of Groups for Isometric Gradient Propagation Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim 61 1 0 07 Feb 2023
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning Walter Simson Magdalini Paschali Vasiliki Sideri-Lampretsa Nassir Navab J. Dahl OOD 56 17 0 06 Feb 2023
Learning Complementary Policies for Human-AI Teams Ruijiang Gao M. Saar-Tsechansky Maria De-Arteaga Ligong Han Wei-Ju Sun Min Kyung Lee Matthew Lease 192 9 0 06 Feb 2023
Meta-Learning Siamese Network for Few-Shot Text Classification Chengcheng Han Yuh-Shyang Wang Yingnan Fu Xiang Li Minghui Qiu Ming Gao Aoying Zhou VLM 72 5 0 05 Feb 2023
Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks Zeyu Qin Liuyi Yao Daoyuan Chen Yaliang Li Bolin Ding Minhao Cheng FedML 145 27 0 03 Feb 2023
Xtal2DoS: Attention-based Crystal to Sequence Learning for Density of States Prediction Junwen Bai Yuanqi Du Yingheng Wang Shufeng Kong J. Gregoire Carla P. Gomes 49 8 0 03 Feb 2023
Hypothesis Testing and Machine Learning: Interpreting Variable Effects in Deep Artificial Neural Networks using Cohen's f2 Wolfgang Messner CML 49 12 0 02 Feb 2023
Resilient Binary Neural Network Sheng Xu Yanjing Li Teli Ma Mingbao Lin Hao Dong Baochang Zhang Penglei Gao Jinhu Lv MQ OOD 103 17 0 02 Feb 2023
Effectiveness of Moving Target Defenses for Adversarial Attacks in ML-based Malware Detection Aqib Rashid Jose Such AAML 60 2 0 01 Feb 2023
Simplicity Bias in 1-Hidden Layer Neural Networks Depen Morwani Jatin Batra Prateek Jain Praneeth Netrapalli 103 21 0 01 Feb 2023
Revisiting Bellman Errors for Offline Model Selection Joshua P. Zitovsky Daniel de Marchi Rishabh Agarwal Michael R. Kosorok University of North Carolina at Chapel Hill OffRL 82 5 0 31 Jan 2023
Scaling laws for single-agent reinforcement learning Jacob Hilton Jie Tang John Schulman 122 22 0 31 Jan 2023
Recurrent Structure Attention Guidance for Depth Super-Resolution Jiayi Yuan Qianliang Wu Xiang Li J. Qian Jun Yu Li Jian Yang SupR MDE 76 17 0 31 Jan 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels L. Yi Gezheng Xu Pengcheng Xu Jiaqi Li Ruizhi Pu Charles Ling A. McLeod Boyu Wang 102 41 0 31 Jan 2023
Diverse, Difficult, and Odd Instances (D2O): A New Test Set for Object Classification Ali Borji VLM 103 0 0 29 Jan 2023
On the Lipschitz Constant of Deep Networks and Double Descent Matteo Gamba Hossein Azizpour Mårten Björkman 98 7 0 28 Jan 2023
Continual Graph Learning: A Survey Qiao Yuan S. Guan Pin Ni Tianlun Luo Ka Lok Man Prudence W. H. Wong Victor I. Chang CLL 80 14 0 28 Jan 2023
CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning Peng Zhang Yingbo Zhou Ming Hu Xin Fu Xian Wei Mingsong Chen FedML 54 1 0 28 Jan 2023
Cross-domain recommendation via user interest alignment Chuang Zhao Hongke Zhao Ming He Jian Zhang Jianping Fan 81 75 0 26 Jan 2023
A Simple Algorithm For Scaling Up Kernel Methods Tengyu Xu Bryan Kelly Semyon Malamud 69 0 0 26 Jan 2023
The Power of Linear Combinations: Learning with Random Convolutions Paul Gavrikov J. Keuper 82 2 0 26 Jan 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 121 63 0 26 Jan 2023
Inspecting class hierarchies in classification-based metric learning models Hyeongji Kim P. Parviainen Terje Berge K. Malde 52 0 0 26 Jan 2023
Modelling Long Range Dependencies in $N$ D: From Task-Specific to a General Purpose CNN David M. Knigge David W. Romero Albert Gu E. Gavves Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn Jan-Jakob Sonke 3DV 91 22 0 25 Jan 2023
Flow-guided Semi-supervised Video Object Segmentation Yushan Zhang Andreas Robinson M. Magnusson Michael Felsberg VOS 69 1 0 25 Jan 2023
Sherlock in OSS: A Novel Approach of Content-Based Searching in Object Storage System Jannatun Noor Rizwanul Haque Ratul Mir Rownak Ali Uday J. Mondal Md. Sadiqul Islam Sakif Al Islam 62 5 0 24 Jan 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Yu Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 208 22 0 22 Jan 2023
Raw or Cooked? Object Detection on RAW Images William Ljungbergh Joakim Johnander Christoffer Petersson Michael Felsberg 62 18 0 21 Jan 2023
ApproxED: Approximate exploitability descent via learned best responses Carlos Martin Tuomas Sandholm 90 0 0 20 Jan 2023