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
Understanding Certified Training with Interval Bound Propagation Yuhao Mao Mark Niklas Muller Marc Fischer Martin Vechev AAML 98 18 0 17 Jun 2023
Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation Ping Li Junjie Chen Binbin Lin Xianghua Xu 118 21 0 17 Jun 2023
Towards Better Orthogonality Regularization with Disentangled Norm in Training Deep CNNs Changhao Wu Shenan Zhang Fangsong Long Ziliang Yin Tuo Leng 26 1 0 16 Jun 2023
Power-law Dynamic arising from machine learning Wei Chen Weitao Du Zhi-Ming Ma Qi Meng 31 0 0 16 Jun 2023
Understanding Optimization of Deep Learning via Jacobian Matrix and Lipschitz Constant Xianbiao Qi Jianan Wang Lei Zhang 50 0 0 15 Jun 2023
Learnable Weight Initialization for Volumetric Medical Image Segmentation Shahina Kunhimon Abdelrahman M. Shaker Muzammal Naseer Salman Khan Fahad Shahbaz Khan 85 1 0 15 Jun 2023
Multi-Loss Convolutional Network with Time-Frequency Attention for Speech Enhancement Liang Wan Hongqing Liu Yi Zhou Jie Ji 61 2 0 15 Jun 2023
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation Shengyu Chen Shihang Feng Yao Huang Z. Lei Xiaowei Jia Youzuo Lin Estaben Rougier AI4CE 101 0 0 14 Jun 2023
High-performance deep spiking neural networks with 0.3 spikes per neuron A. Stanojević Stanislaw Wo'zniak G. Bellec G. Cherubini A. Pantazi W. Gerstner 116 19 0 14 Jun 2023
Extending CLIP's Image-Text Alignment to Referring Image Segmentation Seoyeon Kim Minguk Kang Dongwon Kim Jaesik Park Suha Kwak VLM 96 11 0 14 Jun 2023
Amortized Simulation-Based Frequentist Inference for Tractable and Intractable Likelihoods A. A. Kadhim Harrison B. Prosper O. Prosper 10 2 0 13 Jun 2023
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems Michele Panariello W. Ge Hemlata Tak Massimiliano Todisco Nicholas W. D. Evans AAML 64 14 0 13 Jun 2023
A Brief Review of Hypernetworks in Deep Learning Vinod Kumar Chauhan Jiandong Zhou Ping Lu Soheila Molaei David Clifton 138 106 0 12 Jun 2023
Diverse Projection Ensembles for Distributional Reinforcement Learning Moritz A. Zanger Wendelin Bohmer M. Spaan 57 6 0 12 Jun 2023
Neural Architecture Design and Robustness: A Dataset Steffen Jung Jovita Lukasik Margret Keuper OOD AAML 84 20 0 11 Jun 2023
Hidden symmetries of ReLU networks J. E. Grigsby Kathryn A. Lindsey David Rolnick 79 23 0 09 Jun 2023
WindowNet: Learnable Windows for Chest X-ray Classification Alessandro Wollek Sardi Hyska B. Sabel Michael Ingrisch Tobias Lasser 57 2 0 09 Jun 2023
HRTF upsampling with a generative adversarial network using a gnomonic equiangular projection Aidan O. T. Hogg Mads Jenkins Helena E. Liu Isaac Squires Samuel J. Cooper L. Picinali 45 15 0 09 Jun 2023
Fair yet Asymptotically Equal Collaborative Learning Xiaoqiang Lin Xinyi Xu See-Kiong Ng Chuan-Sheng Foo Bryan Kian Hsiang Low FedML 45 9 0 09 Jun 2023
Two Independent Teachers are Better Role Model A. Khaled A. A. Mubarak Kun He 76 1 0 09 Jun 2023
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks Ziyi Huang Henry Lam Haofeng Zhang UQCV 84 7 0 09 Jun 2023
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations Hyeonjeong Ha Minseon Kim Sung Ju Hwang OOD AAML 68 6 0 08 Jun 2023
Convolutional Recurrent Neural Network with Attention for 3D Speech Enhancement Han Yin Jisheng Bai Mou Wang S. Huang Yafei Jia Jianfeng Chen 17 0 0 08 Jun 2023
Get More for Less in Decentralized Learning Systems Akash Dhasade Anne-Marie Kermarrec Rafael Pires Rishi Sharma Milos Vujasinovic Jeffrey Wigger 70 8 0 07 Jun 2023
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation Jiaming Liu Senqiao Yang Peidong Jia Renrui Zhang Ming Lu Yandong Guo Wei Xue Shanghang Zhang TTA OOD VLM 103 40 0 07 Jun 2023
Manga Rescreening with Interpretable Screentone Representation M. Xie Chengze Li T. Wong 35 0 0 07 Jun 2023
Pseudo Session-Based Recommendation with Hierarchical Embedding and Session Attributes Yuta Sumiya Ryusei Numata Satoshi Takahashi 21 0 0 06 Jun 2023
Classification of Edge-dependent Labels of Nodes in Hypergraphs Minyoung Choe Sunwoo Kim Jaemin Yoo Kijung Shin GNN 80 13 0 05 Jun 2023
Unlocking the Potential of Federated Learning for Deeper Models Hao Wang Xuefeng Liu Jianwei Niu Shaojie Tang Jiaxing Shen FedML AI4CE 75 1 0 05 Jun 2023
Active Inference-Based Optimization of Discriminative Neural Network Classifiers Faezeh Fallah 58 0 0 04 Jun 2023
Temporal Dynamic Quantization for Diffusion Models Junhyuk So Jungwon Lee Daehyun Ahn Hyungjun Kim Eunhyeok Park DiffM MQ 108 66 0 04 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 82 11 0 02 Jun 2023
Binary and Ternary Natural Language Generation Zechun Liu Barlas Oğuz Aasish Pappu Yangyang Shi Raghuraman Krishnamoorthi MQ 96 6 0 02 Jun 2023
Uniform Convergence of Deep Neural Networks with Lipschitz Continuous Activation Functions and Variable Widths Yuesheng Xu Haizhang Zhang 132 3 0 02 Jun 2023
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations Pengcheng Jiang Cao Xiao Tianfan Fu Jimeng Sun 101 3 0 02 Jun 2023
Initial Guessing Bias: How Untrained Networks Favor Some Classes Emanuele Francazi Aurelien Lucchi Marco Baity-Jesi AI4CE 75 4 0 01 Jun 2023
On the Weight Dynamics of Deep Normalized Networks Christian H. X. Ali Mehmeti-Göpel Michael Wand 89 2 0 01 Jun 2023
Regularizing Towards Soft Equivariance Under Mixed Symmetries Hyunsung Kim Hyungi Lee Hongseok Yang Juho Lee 99 6 0 01 Jun 2023
End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization Shohei Taniguchi Masahiro Suzuki Yusuke Iwasawa Yutaka Matsuo SyDa 84 2 0 31 May 2023
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels Jian Chen Ruiyi Zhang Tong Yu Rohan Sharma Zhiqiang Xu Tong Sun Changyou Chen DiffM 94 21 0 31 May 2023
Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape Kedar Karhadkar Michael Murray Hanna Tseran Guido Montúfar 53 8 0 31 May 2023
Benign Overfitting in Deep Neural Networks under Lazy Training Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos Francesco Locatello Volkan Cevher AI4CE 68 10 0 30 May 2023
Prediction Error-based Classification for Class-Incremental Learning Michal Zajkac Tinne Tuytelaars Gido M. van de Ven CLL 99 9 0 30 May 2023
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition Boran Han 66 8 0 30 May 2023
A Rainbow in Deep Network Black Boxes Florentin Guth Brice Ménard G. Rochette S. Mallat 114 12 0 29 May 2023
Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception? Felix Wichmann Robert Geirhos 61 28 0 26 May 2023
Improving Knowledge Distillation via Regularizing Feature Norm and Direction Yuzhu Wang Lechao Cheng Manni Duan Yongheng Wang Zunlei Feng Shu Kong 95 22 0 26 May 2023
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations Elia Cunegatti Matteo Farina Doina Bucur Giovanni Iacca 85 1 0 26 May 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging Fabian David Schmidt Ivan Vulić Goran Glavaš 75 9 0 26 May 2023
CNN Feature Map Augmentation for Single-Source Domain Generalization Aristotelis Ballas Christos Diou OOD 80 3 0 26 May 2023