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 / 5,459 papers shown

Title
Uncertainty-Aware Reward-Free Exploration with General Function Approximation Junkai Zhang Weitong Zhang Dongruo Zhou Q. Gu 95 3 0 24 Jun 2024
Multimodal Multilabel Classification by CLIP Yanming Guo VLM 40 0 0 23 Jun 2024
A Nonoverlapping Domain Decomposition Method for Extreme Learning Machines: Elliptic Problems Chang-Ock Lee Youngkyu Lee Byungeun Ryoo 80 3 0 22 Jun 2024
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models Shijie Han Zhenyu Zhang Andrei Arsene Simion 68 2 0 20 Jun 2024
Enhancing Monotonic Modeling with Spatio-Temporal Adaptive Awareness in Diverse Marketing Bin Li Jiayan Pei Feiyang Xiao Yifan Zhao Zhixing Zhang Diwei Liu Hengxu He Jia Jia 74 0 0 20 Jun 2024
Development of a Dual-Input Neural Model for Detecting AI-Generated Imagery Jonathan Gallagher William Pugsley 110 0 0 19 Jun 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI Ziyu Li Zihan Li Haoxiang Li Q. Fan Karla L. Miller Wenchuan Wu Akshay Chaudhari Qiyuan Tian SupR MedIm 82 0 0 19 Jun 2024
More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling Haque Ishfaq Yixin Tan Yu Yang Qingfeng Lan Jianfeng Lu A. Rupam Mahmood Doina Precup Pan Xu 89 5 0 18 Jun 2024
How Neural Networks Learn the Support is an Implicit Regularization Effect of SGD Pierfrancesco Beneventano Andrea Pinto Tomaso A. Poggio MLT 56 1 0 17 Jun 2024
Mixture-of-Subspaces in Low-Rank Adaptation Taiqiang Wu Jiahao Wang Zhe Zhao Ngai Wong 142 27 0 16 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges Ying Fu Yu Li Shaodi You Boxin Shi Linwei Chen ... Songyin Dai Sen Jia Junpei Zhang Puhua Chen Qihang Li 81 0 0 15 Jun 2024
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection Chenyao Zhou Haotian Zhang Han Guo Zhengxia Zou Zhenwei Shi 66 2 0 15 Jun 2024
BrainFounder: Towards Brain Foundation Models for Neuroimage Analysis Joseph Cox Peng Liu Skylar E. Stolte Yunchao Yang Kang Liu Kyle B. See Huiwen Ju Ruogu Fang MedIm 58 18 0 14 Jun 2024
Federated Learning with Flexible Architectures Jong-Ik Park Carlee Joe-Wong FedML 84 3 0 14 Jun 2024
LaCoOT: Layer Collapse through Optimal Transport Victor Quétu Nour Hezbri Enzo Tartaglione 64 0 0 13 Jun 2024
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models Yao Lu Yutao Zhu Yuqi Li Dongwei Xu Yun Lin Qi Xuan Xiaoniu Yang 59 8 0 12 Jun 2024
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening Mahtab Bigverdi Burkhard Hockendorf Heming Yao Phil Hanslovsky Romain Lopez David Richmond 93 0 0 11 Jun 2024
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions Alireza Afzal Aghaei 79 51 0 11 Jun 2024
MR-RawNet: Speaker verification system with multiple temporal resolutions for variable duration utterances using raw waveforms Seung-bin Kim Chan-yeong Lim Jungwoo Heo Ju-ho Kim Hyun-Seo Shin Kyo-Won Koo Ha-Jin Yu 85 0 0 11 Jun 2024
Efficient Mixture Learning in Black-Box Variational Inference A. Hotti Oskar Kviman Ricky Molén Victor Elvira Jens Lagergren 82 1 0 11 Jun 2024
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees A. Banerjee Qiaobo Li Yingxue Zhou 158 0 0 11 Jun 2024
Adapters Strike Back Jan-Martin O. Steitz Stefan Roth 78 7 0 10 Jun 2024
Learning Continually by Spectral Regularization Alex Lewandowski Saurabh Kumar Dale Schuurmans András Gyorgy Marlos C. Machado CLL 89 6 0 10 Jun 2024
Equivariant Neural Tangent Kernels Philipp Misof Pan Kessel Jan E. Gerken 214 0 0 10 Jun 2024
Low-Rank Quantization-Aware Training for LLMs Yelysei Bondarenko Riccardo Del Chiaro Markus Nagel MQ 77 14 0 10 Jun 2024
Compute Better Spent: Replacing Dense Layers with Structured Matrices Shikai Qiu Andres Potapczynski Marc Finzi Micah Goldblum Andrew Gordon Wilson 86 18 0 10 Jun 2024
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning D. Kunin Allan Raventós Clémentine Dominé Feng Chen David Klindt Andrew M. Saxe Surya Ganguli MLT 129 18 0 10 Jun 2024
MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification Sajjad Amini Mohammadreza Teymoorianfard Shiqing Ma Amir Houmansadr OOD AAML 94 9 0 09 Jun 2024
Interpretable machine learning approach for electron antineutrino selection in a large liquid scintillator detector A. Gavrikov V. Cerrone A. Serafini R. Brugnera A. Garfagnini ... A. Triossi C. Tuvé C. Venettacci G. Verde L. Votano 47 0 0 09 Jun 2024
CTBENCH: A Library and Benchmark for Certified Training Yuhao Mao Stefan Balauca Martin Vechev OOD 126 5 0 07 Jun 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning Yibo Yang Xiaojie Li Zhongzhu Zhou Shuaiwen Leon Song Jianlong Wu Liqiang Nie Guohao Li 110 14 0 07 Jun 2024
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions Salvatore Esposito Qingshan Xu Kacper Kania Charlie Hewitt Octave Mariotti Lohit Petikam Julien P. C. Valentin A. Onken Oisin Mac Aodha 3DH 110 1 0 06 Jun 2024
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning Mohamed Elsayed Homayoon Farrahi Felix Dangel A. Rupam Mahmood 66 4 0 05 Jun 2024
VQUNet: Vector Quantization U-Net for Defending Adversarial Atacks by Regularizing Unwanted Noise Zhixun He Mukesh Singhal 79 1 0 05 Jun 2024
Tensor Polynomial Additive Model Yang Chen Ce Zhu Jiani Liu Yipeng Liu TPM 68 0 0 05 Jun 2024
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning Seongyoon Kim Minchan Jeong Sungnyun Kim Sungwoo Cho Sumyeong Ahn Se-Young Yun FedML 116 0 0 04 Jun 2024
SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining Andi Han Jiaxiang Li Wei Huang Mingyi Hong Akiko Takeda Pratik Jawanpuria Bamdev Mishra 107 16 0 04 Jun 2024
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning Leonardo Iurada Marco Ciccone Tatiana Tommasi 91 3 0 03 Jun 2024
OLoRA: Orthonormal Low-Rank Adaptation of Large Language Models Kerim Büyükakyüz AI4CE 71 7 0 03 Jun 2024
A New View on Planning in Online Reinforcement Learning Kevin Roice Parham Mohammad Panahi Scott M. Jordan Adam White Martha White OffRL 97 0 0 03 Jun 2024
Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel Learning Fan He Mingzhe He Lei Shi Xiaolin Huang Johan A. K. Suykens 66 1 0 03 Jun 2024
MultiMax: Sparse and Multi-Modal Attention Learning Yuxuan Zhou Mario Fritz Margret Keuper 117 1 0 03 Jun 2024
Robust Multi-Modal Speech In-Painting: A Sequence-to-Sequence Approach Mahsa Kadkhodaei Elyaderani Shahram Shirani 92 0 0 02 Jun 2024
An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification W. Boulila Eman Alshanqiti Ayyub Alzahem Anis Koubaa Nabil Mlaiki 66 2 0 01 Jun 2024
Training on the Edge of Stability Is Caused by Layerwise Jacobian Alignment Mark Lowell Catharine A. Kastner 109 0 0 31 May 2024
Recurrent neural networks: vanishing and exploding gradients are not the end of the story Nicolas Zucchet Antonio Orvieto ODL AAML 109 17 0 31 May 2024
Communication-Efficient Distributed Deep Learning via Federated Dynamic Averaging Michail Theologitis Georgios Frangias Georgios Anestis V. Samoladas Antonios Deligiannakis FedML 103 0 0 31 May 2024
Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles Jiesong Lian Yucong Huang Chengdong Ma Mingzhi Wang Ying Wen Long Hu Yixue Hao 154 1 0 31 May 2024
Grokfast: Accelerated Grokking by Amplifying Slow Gradients Jaerin Lee Bong Gyun Kang Kihoon Kim Kyoung Mu Lee 103 13 0 30 May 2024
Domain Adaptation with Cauchy-Schwarz Divergence Wenzhe Yin Shujian Yu Yicong Lin Jie Li Jan-Jakob Sonke E. Gavves 94 4 0 30 May 2024