Curriculum Dropout

18 March 2017

Papers citing "Curriculum Dropout"

50 / 62 papers shown

Title
Argus: Federated Non-convex Bilevel Learning over 6G Space-Air-Ground Integrated Network Ya Liu Kai Yang Yu Zhu Keying Yang Haibo Zhao 21 0 0 14 May 2025
Analytic theory of dropout regularization Francesco Mori Francesca Mignacco 34 0 0 12 May 2025
CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning Fengchun Liu Tong Zhang Chunying Zhang 27 0 0 23 Apr 2025
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning Yupei Li M. Milling Björn Schuller AI4CE 107 0 0 27 Mar 2025
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection Yong Li Yi Ren Xuesong Niu Y. Ding Xiu-Shen Wei Cuntai Guan 43 0 0 12 Mar 2025
2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings Yumeng Wang Ziran Zhou Junjin Wang 43 0 0 23 Jan 2025
GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection Yan Lu Xinzhu Ma Lei Yang Tianzhu Zhang Yating Liu Qi Chu Tong He Yonghui Li W. Ouyang 61 3 0 08 Jan 2025
ChannelDropBack: Forward-Consistent Stochastic Regularization for Deep Networks Evgeny Hershkovitch Neiterman Gil Ben-Artzi 53 0 0 16 Nov 2024
On-the-fly Modulation for Balanced Multimodal Learning Yake Wei D. Hu Henghui Du Zhicheng Dou 26 7 0 15 Oct 2024
The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach David Bertoin Eduardo Hugo Sanchez Mehdi Zouitine Emmanuel Rachelson 39 0 0 25 Sep 2024
Y-Drop: A Conductance based Dropout for fully connected layers Efthymios Georgiou Georgios Paraskevopoulos Alexandros Potamianos 13 0 0 11 Sep 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 89 6 0 22 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 64 12 0 14 May 2024
CLearViD: Curriculum Learning for Video Description Cheng-Yu Chuang Pooyan Fazli 38 1 0 08 Nov 2023
Cup Curriculum: Curriculum Learning on Model Capacity Luca Scharr Vanessa Toborek 14 0 0 07 Nov 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 40 21 0 20 Aug 2023
HuCurl: Human-induced Curriculum Discovery Mohamed Elgaar Hadi Amiri 19 0 0 14 Jul 2023
Dynamic Masking Rate Schedules for MLM Pretraining Zachary Ankner Naomi Saphra Davis W. Blalock Jonathan Frankle Matthew L. Leavitt 24 5 0 24 May 2023
Regularization Through Simultaneous Learning: A Case Study on Plant Classification Pedro Henrique Nascimento Castro Gabriel Cássia Fortuna Rafael Alves Bonfim de Queiroz Gladston J. P. Moreira Eduardo José da S. Luz 26 0 0 22 May 2023
Information Maximizing Curriculum: A Curriculum-Based Approach for Imitating Diverse Skills Denis Blessing Onur Celik Xiaogang Jia Moritz Reuss M. Li Rudolf Lioutikov Gerhard Neumann 28 0 0 27 Mar 2023
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 40 36 0 02 Mar 2023
RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning K. Liao Lang Nie Chunyu Lin Zishuo Zheng Yao Zhao 36 11 0 04 Jan 2023
Curriculum Temperature for Knowledge Distillation Zheng Li Xiang Li Lingfeng Yang Borui Zhao Renjie Song Lei Luo Jun Yu Li Jian Yang 33 133 0 29 Nov 2022
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout Hongjun Wang Jiyuan Chen Tongbo Pan Z. Fan Boyuan Zhang Renhe Jiang Lingyu Zhang Yi Xie Zhongyin Wang Xuan Song GNN 26 8 0 28 Nov 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 37 28 0 17 Nov 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiang Wang 25 4 0 24 Oct 2022
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification R. Abdelfattah Xin Zhang M. Fouda Xiang Wang Song Wang VLM 32 6 0 20 Oct 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 30 6 0 01 Oct 2022
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers R. Liu Young Jin Kim Alexandre Muzio Hany Awadalla MoE 50 22 0 28 May 2022
Multifidelity data fusion in convolutional encoder/decoder networks Lauren Partin Gianluca Geraci A. Rushdi M. Eldred Daniele E. Schiavazzi UQCV AI4CE 27 13 0 10 May 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation Yong Li Weizhi Ma C. L. Philip Chen Hao Fei Yiqun Liu Shaoping Ma Yue Yang 33 9 0 05 Apr 2022
DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition Denis Coquenet Clément Chatelain Thierry Paquet 33 57 0 23 Mar 2022
MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs Wenrui Zhang Shijia Geng Zhaoji Fu Linlin Zheng Chenyang Jiang linda Qiao 11 4 0 25 Feb 2022
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao OOD AI4CE 39 5 0 07 Dec 2021
Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails Yang Zhang Xin Yu Xiaobo Lu Ping Liu SupR CVBM 22 16 0 02 Aug 2021
Geometry Uncertainty Projection Network for Monocular 3D Object Detection Yan Lu Xinzhu Ma Lei Yang Tianzhu Zhang Yating Liu Qi Chu Junjie Yan Wanli Ouyang MDE 22 211 0 29 Jul 2021
Exploring Dropout Discriminator for Domain Adaptation V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri OOD 25 6 0 09 Jul 2021
Explainability-aided Domain Generalization for Image Classification Robin M. Schmidt FAtt OOD 24 1 0 05 Apr 2021
Unsupervised Medical Image Alignment with Curriculum Learning Mihail Burduja Radu Tudor Ionescu 29 12 0 20 Feb 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 79 342 0 25 Jan 2021
Categorical Perception: A Groundwork for Deep Learning L. Bonnasse-Gahot Jean-Pierre Nadal 22 7 0 10 Dec 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout Zhengsu Chen J. Niu Xuefeng Liu Shaojie Tang 17 1 0 30 Nov 2020
Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping Minjia Zhang Yuxiong He AI4CE 10 100 0 26 Oct 2020
A Survey on Curriculum Learning Xin Wang Yudong Chen Wenwu Zhu SyDa 32 22 0 25 Oct 2020
Self-Challenging Improves Cross-Domain Generalization Zeyi Huang Haohan Wang Eric P. Xing Dong Huang OOD 26 612 0 05 Jul 2020
Scheduled DropHead: A Regularization Method for Transformer Models Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou 17 36 0 28 Apr 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 221 197 0 07 Feb 2020
On the Regularization Properties of Structured Dropout Ambar Pal Connor Lane René Vidal B. Haeffele 16 13 0 30 Oct 2019
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN) Petru Soviany Claudiu Ardei Radu Tudor Ionescu Marius Leordeanu GAN 19 47 0 20 Oct 2019
Convolutional Neural Networks with Dynamic Regularization Yi Wang Zhen-Peng Bian Junhui Hou Lap-Pui Chau 18 21 0 26 Sep 2019