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 / 184 papers shown

Title
Learning for Dynamic Combinatorial Optimization without Training Data Yiqiao Liao Farinaz Koushanfar Parinaz Naghizadeh GNN AI4CE 97 0 0 26 May 2025
CODE-DITING: A Reasoning-Based Metric for Functional Alignment in Code Evaluation Guang Yang Yu Zhou Xiang Chen Wei-Shi Zheng Xing Hu Xin Zhou David Lo Taolue Chen ALM LRM 63 0 0 26 May 2025
Temperature is All You Need for Generalization in Langevin Dynamics and other Markov Processes I. Harel Yonathan Wolanowsky Gal Vardi Nathan Srebro Daniel Soudry AI4CE 57 0 0 25 May 2025
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model Alaa Dalaq Muzammil Behzad VLM 142 0 0 25 May 2025
Accelerating Learned Image Compression Through Modeling Neural Training Dynamics Yichi Zhang Zhihao Duan Yuning Huang Fengqing Zhu 191 0 0 23 May 2025
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time Duc Anh Nguyen Ernesto Araya Adalbert Fono Gitta Kutyniok 141 0 0 23 May 2025
Auto-nnU-Net: Towards Automated Medical Image Segmentation Jannis Becktepe Leona Hennig Steffen Oeltze-Jafra Marius Lindauer 205 0 0 22 May 2025
Approach to Finding a Robust Deep Learning Model Alexey Boldyrev Fedor Ratnikov Andrey Shevelev OOD 172 0 0 22 May 2025
Sinusoidal Initialization, Time for a New Start Alberto Fernández-Hernández Jose I. Mestre Manuel F. Dolz Jose Duato Enrique S. Quintana-Ortí ODL AI4CE 166 0 0 19 May 2025
Certifying Stability of Reinforcement Learning Policies using Generalized Lyapunov Functions Kehan Long Jorge Cortés Nikolay Atanasov 81 1 0 16 May 2025
A Local Polyak-Lojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models Ziqing Xu Hancheng Min Salma Tarmoun Enrique Mallada Rene Vidal 99 0 0 16 May 2025
SwinLip: An Efficient Visual Speech Encoder for Lip Reading Using Swin Transformer Young-Hu Park R.-H. Park Hyung-Min Park 93 0 0 07 May 2025
Reliable and Efficient Inverse Analysis using Physics-Informed Neural Networks with Distance Functions and Adaptive Weight Tuning Shota Deguchi Mitsuteru Asai PINN AI4CE 112 0 0 25 Apr 2025
TLoRA: Tri-Matrix Low-Rank Adaptation of Large Language Models Tanvir Islam AI4CE 166 0 0 25 Apr 2025
BackSlash: Rate Constrained Optimized Training of Large Language Models Jun Wu Jiangtao Wen Yuxing Han 103 1 0 23 Apr 2025
Histogram-based Parameter-efficient Tuning for Passive Sonar Classification Amirmohammad Mohammadi Davelle Carreiro A. V. Dine Joshua Peeples 84 0 0 21 Apr 2025
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis Zhu Zhu Shuo Jiang Jingyuan Zheng Yawen Li Yifei Chen Manli Zhao Weizhong Gu Feiwei Qin Jinhu Wang Gang Yu MedIm 180 0 0 18 Apr 2025
A Multimedia Analytics Model for the Foundation Model Era Marcel Worring Jan Zahálka Stef van den Elzen M. T. Fischer Daniel A. Keim VGen HAI 97 1 0 08 Apr 2025
Directional Sign Loss: A Topology-Preserving Loss Function that Approximates the Sign of Finite Differences Harvey Dam Tripti Agarwal Ganesh Gopalakrishnan 70 0 0 05 Apr 2025
Bridging the Theoretical Gap in Randomized Smoothing Blaise Delattre Paul Caillon Quentin Barthélemy Erwan Fagnou Alexandre Allauzen AAML 135 0 0 03 Apr 2025
SupertonicTTS: Towards Highly Scalable and Efficient Text-to-Speech System Hyeongju Kim Jinhyeok Yang Yechan Yu Seunghun Ji Jacob Morton Frederik Bous Joon Byun Juheon Lee 121 0 0 29 Mar 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection Tomomasa Yamasaki Zhehui Wang Yaoyu Zhang Niangjun Chen Bo Wang 183 0 0 26 Mar 2025
On Symmetries in Convolutional Weights B. Alsallakh Timothy Wroge Vivek Miglani Narine Kokhlikyan 175 0 0 24 Mar 2025
Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model Moritz A. Zanger Pascal R. van der Vaart Wendelin Bohmer M. Spaan UQCV BDL 418 1 0 14 Mar 2025
Poly-MgNet: Polynomial Building Blocks in Multigrid-Inspired ResNets Antonia van Betteray Matthias Rottmann Karsten Kahl 160 1 0 13 Mar 2025
Learning Cascade Ranking as One Network Yunli Wang Zhenru Zhang Ziyi Wang Zhiyong Yang Yunshui Li Jian Yang Shiyang Wen Peng Jiang Kun Gai 77 0 0 12 Mar 2025
PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models Kyeongkook Seo Dong-Jun Han Jaejun Yoo 105 1 0 11 Mar 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge Jun Yin Marian Verhelst 155 1 0 03 Mar 2025
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs Jong Ho Jhee Alberto Megina Pacôme Constant Dit Beaufils Matilde Karakachoff Richard Redon Alban Gaignard Adrien Coulet 99 0 0 28 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 142 0 0 24 Feb 2025
Function-Space Learning Rates Edward Milsom Ben Anson Laurence Aitchison 123 1 0 24 Feb 2025
FLINT: Learning-based Flow Estimation and Temporal Interpolation for Scientific Ensemble Visualization Hamid Gadirov Jos B. T. M. Roerdink Steffen Frey AI4CE 116 1 0 24 Feb 2025
NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance Raphael T. Husistein Markus Reiher Marco Eckhoff 204 1 0 20 Feb 2025
A Relative Homology Theory of Representation in Neural Networks Kosio Beshkov 150 0 0 17 Feb 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 134 1 0 17 Feb 2025
Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis Sanket Jantre Tianle Wang Gilchan Park Kriti Chopra Nicholas Jeon Xiaoning Qian Nathan M. Urban Byung-Jun Yoon 137 0 0 10 Feb 2025
Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries Chris Kolb T. Weber Bernd Bischl David Rügamer 294 1 0 04 Feb 2025
Dataset-Free Weight-Initialization on Restricted Boltzmann Machine Muneki Yasuda Ryosuke Maeno Chako Takahashi 100 0 0 17 Jan 2025
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation Huiyu Li Xiabi Liu Said Boumaraf Xiaopeng Gong Donghai Liao Xiaohong Ma 3DV MedIm 109 9 0 17 Jan 2025
RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation Jun Liu Zhenglun Kong Peiyan Dong Changdi Yang Xuan Shen ... Wei Niu Wenbin Zhang Xue Lin Dong Huang Yanzhi Wang ALM 77 3 0 08 Jan 2025
learning discriminative features from spectrograms using center loss for speech emotion recognition Dongyang Dai Zhiyong Wu Runnan Li Xixin Wu Jia Jia Helen Meng 61 49 0 03 Jan 2025
A Unified Analysis of Federated Learning with Arbitrary Client Participation Shiqiang Wang Mingyue Ji FedML 100 57 0 31 Dec 2024
ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation Lujia Zhong Shuo Huang Yonggang Shi 92 0 0 31 Dec 2024
Pretraining with random noise for uncertainty calibration Jeonghwan Cheon Se-Bum Paik OnRL 142 1 0 23 Dec 2024
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement H. Kim Jaejun Yoo 110 1 0 23 Dec 2024
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation Burak Ekim G. Tadesse Caleb Robinson G. Q. Hacheme Michael Schmitt Rahul Dodhia J. L. Ferres OODD 162 1 0 18 Dec 2024
Enhancing Implicit Neural Representations via Symmetric Power Transformation Weixiang Zhang Shuzhao Xie Chengwei Ren Shijia Ge Mingzi Wang Zhi Wang 123 2 0 12 Dec 2024
Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning Kaustubh Ponkshe Raghav Singhal Eduard A. Gorbunov Alexey Tumanov Samuel Horváth Praneeth Vepakomma 233 6 0 29 Nov 2024
On the Performance Analysis of Momentum Method: A Frequency Domain Perspective Xianliang Li Jun Luo Zhiwei Zheng Hanxiao Wang Li Luo Lingkun Wen Linlong Wu Sheng Xu 116 0 0 29 Nov 2024
FuseGPT: Learnable Layers Fusion of Generative Pre-trained Transformers Zehua Pei Hui-Ling Zhen Xianzhi Yu Sinno Jialin Pan Mingxuan Yuan Bei Yu AI4CE 213 3 0 21 Nov 2024