Gradient-aware learning for joint biases: Label noise and class imbalance (English)
- New search for: Zhang, Shichuan
- New search for: Zhu, Chenglu
- New search for: Li, Honglin
- New search for: Cai, Jiatong
- New search for: Yang, Lin
- New search for: Zhang, Shichuan
- New search for: Zhu, Chenglu
- New search for: Li, Honglin
- New search for: Cai, Jiatong
- New search for: Yang, Lin
In:
Neural Networks
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171
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374-382
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2023
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Gradient-aware learning for joint biases: Label noise and class imbalance
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Contributors:Zhang, Shichuan ( author ) / Zhu, Chenglu ( author ) / Li, Honglin ( author ) / Cai, Jiatong ( author ) / Yang, Lin ( author )
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Published in:Neural Networks ; 171 ; 374-382
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Publisher:
- New search for: Elsevier Ltd
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Publication date:2023-12-16
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Size:9 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 171
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Energy controls wave propagation in a neural network with spatial stimuliGuo, Yitong / Lv, Mi / Wang, Chunni / Ma, Jun et al. | 2023
- 14
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Document-level Relation Extraction with Relation CorrelationsHan, Ridong / Peng, Tao / Wang, Benyou / Liu, Lu / Tiwari, Prayag / Wan, Xiang et al. | 2023
- 25
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Dominating Set Model Aggregation for communication-efficient decentralized deep learningFotouhi, Fateme / Balu, Aditya / Jiang, Zhanhong / Esfandiari, Yasaman / Jahani, Salman / Sarkar, Soumik et al. | 2023
- 40
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Decentralized policy learning with partial observation and mechanical constraints for multiperson modelingFujii, Keisuke / Takeishi, Naoya / Kawahara, Yoshinobu / Takeda, Kazuya et al. | 2023
- 53
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Asynchronous adaptive event-triggered fault detection for delayed Markov jump neural networks: A delay-variation-dependent approachLin, Wen-Juan / Wang, Qingzhi / Tan, Guoqiang et al. | 2023
- 61
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Distributed deep reinforcement learning based on bi-objective framework for multi-robot formationLi, Jinming / Liu, Qingshan / Chi, Guoyi et al. | 2023
- 73
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Distributed time-varying optimization control protocol for multi-agent systems via finite-time consensus approachLi, Haojin / Yue, Xiaofeng / Qin, Sitian et al. | 2023
- 85
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Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementationKong, Xinxin / Yu, Fei / Yao, Wei / Cai, Shuo / Zhang, Jin / Lin, Hairong et al. | 2023
- 104
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Towards performance-maximizing neural network pruning via global channel attentionWang, Yingchun / Guo, Song / Guo, Jingcai / Zhang, Jie / Zhang, Weizhan / Yan, Caixia / Zhang, Yuanhong et al. | 2023
- 114
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Adaptive-weighted deep multi-view clustering with uniform scale representationChen, Rui / Tang, Yongqiang / Zhang, Wensheng / Feng, Wenlong et al. | 2023
- 127
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Enhancing robustness in video recognition models: Sparse adversarial attacks and beyondMu, Ronghui / Marcolino, Leandro / Ni, Qiang / Ruan, Wenjie et al. | 2023
- 144
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Corrigendum to “Lower and upper bounds for numbers of linear regions of graph convolutional networks” [Neural Networks Volume 168, November 2023, Pages 394–404]Chen, Hao / Wang, Yu Guang / Xiong, Huan et al. | 2023
- 145
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A collective neurodynamic penalty approach to nonconvex distributed constrained optimizationJia, Wenwen / Huang, Tingwen / Qin, Sitian et al. | 2023
- 159
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Position-based anchor optimization for point supervised dense nuclei detectionYao, Jieru / Han, Longfei / Guo, Guangyu / Zheng, Zhaohui / Cong, Runmin / Huang, Xiankai / Ding, Jin / Yang, Kaihui / Zhang, Dingwen / Han, Junwei et al. | 2023
- 171
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Uncovering a stability signature of brain dynamics associated with meditation experience using massive time-series feature extractionBailey, Neil W / Fulcher, Ben D. / Caldwell, Bridget / Hill, Aron T / Fitzgibbon, Bernadette / van Dijk, Hanneke / Fitzgerald, Paul B et al. | 2023
- 186
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Bridging the gap with grad: Integrating active learning into semi-supervised domain generalizationLi, Jingwei / Li, Yuan / Tan, Jie / Liu, Chengbao et al. | 2023
- 200
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Generalized robust loss functions for machine learningFu, Saiji / Wang, Xiaoxiao / Tang, Jingjing / Lan, Shulin / Tian, Yingjie et al. | 2023
- 215
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Beyond multilayer perceptrons: Investigating complex topologies in neural networksBoccato, Tommaso / Ferrante, Matteo / Duggento, Andrea / Toschi, Nicola et al. | 2023
- 229
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Optimizing dense feed-forward neural networksBalderas, Luis / Lastra, Miguel / Benítez, José M. et al. | 2023
- 242
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A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre studyWatanabe, Yusuke / Miyazaki, Yuki / Hata, Masahiro / Fukuma, Ryohei / Aoki, Yasunori / Kazui, Hiroaki / Araki, Toshihiko / Taomoto, Daiki / Satake, Yuto / Suehiro, Takashi et al. | 2023
- 251
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GT-LSTM: A spatio-temporal ensemble network for traffic flow predictionLuo, Yong / Zheng, Jianying / Wang, Xiang / Tao, Yanyun / Jiang, Xingxing et al. | 2023
- 263
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Joint estimation of pose, depth, and optical flow with a competition–cooperation transformer networkLiu, Xiaochen / Zhang, Tao / Liu, Mingming et al. | 2023
- 276
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Large-Scale Cross-Modal Hashing with Unified Learning and Multi-Object Regional Correlation ReasoningLi, Bo / Li, Zhixin et al. | 2023
- 293
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On a framework of data assimilation for hyperparameter estimation of spiking neuronal networksZhang, Wenyong / Chen, Boyu / Feng, Jianfeng / Lu, Wenlian et al. | 2023
- 308
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Black-box attacks on dynamic graphs via adversarial topology perturbationsTao, Haicheng / Cao, Jie / Chen, Lei / Sun, Hongliang / Shi, Yong / Zhu, Xingquan et al. | 2023
- 320
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Improving domain generalization by hybrid domain attention and localized maximum sensitivityNg, Wing W.Y. / Zhang, Qin / Zhong, Cankun / Zhang, Jianjun et al. | 2023
- 332
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Bio-inspired affordance learning for 6-DoF robotic grasping: A transformer-based global feature encoding approachZhao, Zhenjie / Yu, Hang / Wu, Hang / Zhang, Xuebo et al. | 2023
- 343
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On the compression of neural networks using -norm regularization and weight pruningde Resende Oliveira, Felipe Dennis / Batista, Eduardo Luiz Ortiz / Seara, Rui et al. | 2023
- 353
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Training multi-source domain adaptation network by mutual information estimation and minimizationWen, Lisheng / Chen, Sentao / Xie, Mengying / Liu, Cheng / Zheng, Lin et al. | 2023
- 362
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Meta-structure-based graph attention networksLi, Jin / Sun, Qingyu / Zhang, Feng / Yang, Beining et al. | 2023
- 374
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Gradient-aware learning for joint biases: Label noise and class imbalanceZhang, Shichuan / Zhu, Chenglu / Li, Honglin / Cai, Jiatong / Yang, Lin et al. | 2023
- 383
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ACVAE: A novel self-adversarial variational auto-encoder combined with contrast learning for time series anomaly detectionZhang, Xiaoxia / Shi, Shang / Sun, HaiChao / Chen, Degang / Wang, Guoyin / Wu, Kesheng et al. | 2023
- 396
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SIA: A sustainable inference attack framework in split learningYu, Fangchao / Wang, Lina / Zeng, Bo / Zhao, Kai / Wu, Tian / Pang, Zhi et al. | 2023
- 410
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MSEDNet: Multi-scale fusion and edge-supervised network for RGB-T salient object detectionPeng, Daogang / Zhou, Weiyi / Pan, Junzhen / Wang, Danhao et al. | 2023
- 423
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Blockwise compression of transformer-based models without retrainingDong, Gaochen / Chen, W. et al. | 2023
- 429
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Dual-domain strip attention for image restorationCui, Yuning / Knoll, Alois et al. | 2023
- 440
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Top-down generation of low-resolution representations improves visual perception and imaginationBi, Zedong / Li, Haoran / Tian, Liang et al. | 2023
- 457
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Deep Isotonic Embedding Network: A flexible Monotonic Neural NetworkZhao, Jiachi / Zhang, Hongwen / Wang, Yue / Zhai, Yiteng / Yang, Yao et al. | 2023
- 466
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Self-supervised Learning for DNA sequences with circular dilated convolutional networksCheng, Lei / Yu, Tong / Khalitov, Ruslan / Yang, Zhirong et al. | 2023
- 474
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Modular hierarchical reinforcement learning for multi-destination navigation in hybrid crowdsOu, Wen / Luo, Biao / Wang, Bingchuan / Zhao, Yuqian et al. | 2023
- 485
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Hierarchical attention-guided multiscale aggregation network for infrared small target detectionZhong, Shunshun / Zhou, Haibo / Zheng, Zhongxu / Ma, Zhu / Zhang, Fan / Duan, Ji'an et al. | 2023
- 497
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An Online Support Vector Machine Algorithm for Dynamic Social Network MonitoringKarami, Arya / Niaki, Seyed Taghi Akhavan et al. | 2023
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CURRENT EVENTS| 2024
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INN/ENNS/JNNS - Membership Applic. Form| 2024
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Editorial Board| 2024