Reduced implication-bias logic loss for neuro-symbolic learning Hao-Yuan HeWang-Zhou DaiMing Li OriginalPaper 30 January 2024 Pages: 3357 - 3377
Learning de-biased regression trees and forests from complex samples Malte NalenzJulian RodemannThomas Augustin OriginalPaper Open access 08 January 2024 Pages: 3379 - 3398
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting Baowen XuXuelei WangChengbao Liu OriginalPaper 12 January 2024 Pages: 3399 - 3417
Applied machine learning to the determination of biochar hydrogen sulfide adsorption capacity Abolhassan BanisheikholeslamiFarhad Qaderi OriginalPaper 20 December 2023 Pages: 3419 - 3441
Multi-label image classification with multi-layered multi-perspective dynamic semantic representation Wenlan KuangZhixin Li OriginalPaper 20 December 2023 Pages: 3443 - 3461
Online binary classification from similar and dissimilar data Senlin ShuHaobo WangLei Feng OriginalPaper 20 December 2023 Pages: 3463 - 3484
Style spectroscope: improve interpretability and controllability through Fourier analysis Zhiyu JinXuli ShenXiangyang Xue OriginalPaper 09 January 2024 Pages: 3485 - 3503
Compositional scene modeling with global object-centric representations Tonglin ChenZhimeng ShenXiangyang Xue OriginalPaper 11 January 2024 Pages: 3505 - 3524
Scalable variable selection for two-view learning tasks with projection operators Sandor SzedmakRiikka HuusariJuho Rousu OriginalPaper Open access 22 December 2023 Pages: 3525 - 3544
Margin distribution and structural diversity guided ensemble pruning Yi-Xiao HeYu-Chang WuZhi-Hua Zhou OriginalPaper 18 January 2024 Pages: 3545 - 3567
Better schedules for low precision training of deep neural networks Cameron R. WolfeAnastasios Kyrillidis OriginalPaper 08 January 2024 Pages: 3569 - 3587
Nrat: towards adversarial training with inherent label noise Zhen ChenFu WangWenjie Ruan OriginalPaper Open access 10 January 2024 Pages: 3589 - 3610
Generation, augmentation, and alignment: a pseudo-source domain based method for source-free domain adaptation Yuntao DuHaiyang YangChongjun Wang OriginalPaper 20 December 2023 Pages: 3611 - 3631
Explaining neural networks without access to training data Sascha MartonStefan LüdtkeHeiner Stuckenschmidt OriginalPaper Open access 10 January 2024 Pages: 3633 - 3652
Tracking treatment effect heterogeneity in evolving environments Tian QinLong-Fei LiZhi-Hua Zhou OriginalPaper 11 January 2024 Pages: 3653 - 3673
Hybrid acceleration techniques for the physics-informed neural networks: a comparative analysis Fedor BuzaevJiexing GaoEvgeniy Kazakov OriginalPaper 20 December 2023 Pages: 3675 - 3692
Neural network structure simplification by assessing evolution in node weight magnitude Ralf RiedelAviv Segev OriginalPaper 20 December 2023 Pages: 3693 - 3710
Sanitized clustering against confounding bias Yinghua YaoYuangang PanXin Yao OriginalPaper Open access 27 December 2023 Pages: 3711 - 3730
Bayesian tensor factorisations for time series of counts Zhongzhen WangPetros DellaportasIoannis Kosmidis OriginalPaper Open access 27 December 2023 Pages: 3731 - 3750
Understanding imbalanced data: XAI & interpretable ML framework Damien DablainColin BellingerNitesh Chawla OriginalPaper Open access 16 January 2024 Pages: 3751 - 3769
A neural meta model for predicting winter wheat crop yield Yogesh BansalDavid LillisM.-Tahar Kechadi OriginalPaper 22 January 2024 Pages: 3771 - 3788
Knowledge-aware image understanding with multi-level visual representation enhancement for visual question answering Feng YanZhe LiYanbing Li OriginalPaper 12 December 2023 Pages: 3789 - 3805
Chinese character recognition with radical-structured stroke trees Haiyang YuJingye ChenXiangyang Xue OriginalPaper 22 December 2023 Pages: 3807 - 3827
Task-decoupled interactive embedding network for object detection Mai LiuJichao JiaoMin Pang OriginalPaper 05 January 2024 Pages: 3829 - 3848
Exploiting counter-examples for active learning with partial labels Fei ZhangYunjie YeBo Han OriginalPaper 08 January 2024 Pages: 3849 - 3868
Communication-efficient clustered federated learning via model distance Mao ZhangTie ZhangLinli Xu OriginalPaper 17 January 2024 Pages: 3869 - 3888