Improving neural networks by preventing co-adaptation of feature detectors

3 July 2012

Papers citing "Improving neural networks by preventing co-adaptation of feature detectors"

50 / 1,729 papers shown

Title
An inclusive review on deep learning techniques and their scope in handwriting recognition Sukhdeep Singh Sudhir Rohilla Anuj Sharma 53 0 0 10 Apr 2024
Adapting LLaMA Decoder to Vision Transformer Jiahao Wang Wenqi Shao Mengzhao Chen Chengyue Wu Yong Liu Taiqiang Wu Kaipeng Zhang Songyang Zhang Kai-xiang Chen Ping Luo MLLM 85 4 0 10 Apr 2024
Evolving Loss Functions for Specific Image Augmentation Techniques Brandon Morgan Dean Frederick Hougen 110 0 0 09 Apr 2024
F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation Junhong Wu Yuchen Liu Chengqing Zong CLL 82 1 0 07 Apr 2024
ProtoAL: Interpretable Deep Active Learning with prototypes for medical imaging Iury B. de A. Santos André C.P.L.F. de Carvalho MedIm 64 1 0 06 Apr 2024
SENSOR: Imitate Third-Person Expert's Behaviors via Active Sensoring Kaichen Huang Minghao Shao Shenghua Wan Hai-Hang Sun Shuai Feng Le Gan De-Chuan Zhan 71 0 0 04 Apr 2024
Attribution Regularization for Multimodal Paradigms Sahiti Yerramilli Jayant Sravan Tamarapalli Jonathan M Francis Eric Nyberg 30 0 0 02 Apr 2024
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models Amir Faghihi Mohammadreza Fathollahi Roozbeh Rajabi 57 33 0 01 Apr 2024
Sequential-in-time training of nonlinear parametrizations for solving time-dependent partial differential equations Huan Zhang Yifan Chen Eric Vanden-Eijnden Benjamin Peherstorfer 72 3 0 01 Apr 2024
Absolute-Unified Multi-Class Anomaly Detection via Class-Agnostic Distribution Alignment Jia Guo Haonan Han Shuai Lu Weihang Zhang Huiqi Li 60 0 0 31 Mar 2024
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion Jia Wei Xingjun Zhang Witold Pedrycz DiffM 51 0 0 23 Mar 2024
Notochord: a Flexible Probabilistic Model for Real-Time MIDI Performance Victor Shepardson Jack Armitage Thor Magnusson 67 2 0 18 Mar 2024
Bridging Expert Knowledge with Deep Learning Techniques for Just-In-Time Defect Prediction Xin Zhou Donggyun Han David Lo VLM 65 2 0 17 Mar 2024
LoRA Meets Dropout under a Unified Framework Sheng Wang Liheng Chen Jiyue Jiang Boyang Xue Lingpeng Kong Chuan Wu 77 17 0 25 Feb 2024
Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction Kuniaki Saito Kihyuk Sohn Chen-Yu Lee Yoshitaka Ushiku 143 3 0 16 Feb 2024
Deep Spectral Meshes: Multi-Frequency Facial Mesh Processing with Graph Neural Networks Robert Kosk Richard Southern Lihua You Shaojun Bian Willem Kokke Greg Maguire 3DH CVBM 49 0 0 15 Feb 2024
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset Shubham Toshniwal Ivan Moshkov Mehrzad Samadi Daria Gitman Fei Jia Igor Gitman 89 97 0 15 Feb 2024
Data Reconstruction Attacks and Defenses: A Systematic Evaluation Sheng Liu Zihan Wang Yuxiao Chen Qi Lei AAML MIACV 112 4 0 13 Feb 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate Can Jin Tong Che Hongwu Peng Yiyuan Li Dimitris N. Metaxas Marco Pavone 135 47 0 05 Feb 2024
Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference Man-Jie Yuan Zheng Zou Wei Gao 51 0 0 02 Feb 2024
Stochastic Modified Flows for Riemannian Stochastic Gradient Descent Benjamin Gess Sebastian Kassing Nimit Rana 78 0 0 02 Feb 2024
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation Hsiang Hsu Guihong Li Shaohan Hu Chun-Fu Chen Chen 53 6 0 01 Feb 2024
Logit Poisoning Attack in Distillation-based Federated Learning and its Countermeasures Yonghao Yu Shunan Zhu Jinglu Hu AAML FedML 78 0 0 31 Jan 2024
Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN Minsoo Kang Minkoo Kang Suhyun Kim 29 3 0 24 Jan 2024
Consistency Based Unsupervised Self-training For ASR Personalisation Jisi Zhang Vandana Rajan Haaris Mehmood David Tuckey Pablo Peso Parada Md. Asif Jalal Karthikeyan P. Saravanan Gil Ho Lee Jungin Lee Seokyeong Jung 40 0 0 22 Jan 2024
Projected Belief Networks With Discriminative Alignment for Acoustic Event Classification: Rivaling State of the Art CNNs P. Baggenstoss Kevin Wilkinghoff F. Govaers Frank Kurth 57 1 0 20 Jan 2024
Deep Evolutional Instant Interest Network for CTR Prediction in Trigger-Induced Recommendation Zhibo Xiao Luwei Yang Tao Zhang Wen Jiang Wei Ning Yujiu Yang 62 5 0 15 Jan 2024
Automatic Essay Scoring in a Brazilian Scenario Felipe Akio Matsuoka 13 1 0 29 Dec 2023
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation S. Chatterjee Franziska Gaidzik Alessandro Sciarra Hendrik Mattern G. Janiga Oliver Speck Andreas Nürnberger S. Pathiraja 74 0 0 25 Dec 2023
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? Soumya Suvra Ghosal Yiyou Sun Yixuan Li OODD 80 12 0 22 Dec 2023
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions David D. Nguyen David Liebowitz Surya Nepal S. Kanhere OOD UQCV 55 0 0 18 Dec 2023
A Multimodal Approach for Advanced Pest Detection and Classification Jinli Duan Haoyu Ding Sung Kim 37 1 0 18 Dec 2023
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 114 26 0 16 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 137 203 0 05 Dec 2023
Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning Daniel Barley Holger Fröning AI4CE 46 1 0 28 Nov 2023
Deep Learning as a Method for Inversion of NMR Signals Julian B. B. Beckmann M. Mantle A. Sederman L. Gladden 24 1 0 22 Nov 2023
PhytNet -- Tailored Convolutional Neural Networks for Custom Botanical Data Jamie R. Sykes Katherine Denby Daniel W. Franks 49 2 0 20 Nov 2023
Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness Ahmed Emam Mohamed Farag R. Roscher 111 1 0 15 Nov 2023
Review of AlexNet for Medical Image Classification Wenhao Tang Junding Sun Shuihua Wang Yudong Zhang SSeg 53 13 0 15 Nov 2023
A Coefficient Makes SVRG Effective Yida Yin Zhiqiu Xu Zhiyuan Li Trevor Darrell Zhuang Liu 87 1 0 09 Nov 2023
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models Jan Finkbeiner Thomas Gmeinder M. Pupilli A. Titterton Emre Neftci 83 3 0 07 Nov 2023
Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures Runa Eschenhagen Alexander Immer Richard Turner Frank Schneider Philipp Hennig 133 24 0 01 Nov 2023
Lyapunov-Based Dropout Deep Neural Network (Lb-DDNN) Controller Saiedeh Akbari Emily J. Griffis Omkar Sudhir Patil Warren E. Dixon 40 3 0 30 Oct 2023
A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges O. Pal Md Sakib Hossain Shovon M. F. Mridha Jungpil Shin 40 6 0 25 Oct 2023
Enhancing Accuracy-Privacy Trade-off in Differentially Private Split Learning Ngoc Duy Pham K. Phan Naveen Chilamkurti 57 4 0 22 Oct 2023
Controlled Randomness Improves the Performance of Transformer Models Tobias Deuβer Cong Zhao Wolfgang Krämer David Leonhard Christian Bauckhage R. Sifa 50 1 0 20 Oct 2023
To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets Darshil Doshi Aritra Das Tianyu He Andrey Gromov OOD 108 7 0 19 Oct 2023
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training Yu-Chien Tang Wei-Yao Wang An-Zi Yen Wenjie Peng 73 1 0 15 Oct 2023
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments William Ravenscroft Stefan Goetze Thomas Hain 60 7 0 09 Oct 2023
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations Jiachi Liu Liwen Wang Guanting Dong Xiaoshuai Song Zechen Wang ... Shanglin Lei Jinzheng Zhao Keqing He Bo Xiao Weiran Xu 114 6 0 05 Oct 2023