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• DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning

  Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin

  17237-17244

  2024-03-24

• A Unified Knowledge Transfer Network for Generalized Category Discovery

  Wenkai Shi, Wenbin An, Feng Tian, Yan Chen, Yaqiang Wu, Qianying Wang, Ping Chen

  18961-18969

  2024-03-24

• Generating-Filtering-Ranking: A Three-Stage MultiModal Data Augmentation Framework Under Partial Modality Missing

  Zhirui Kuai, Huan Zhang, Yang Yang, Yiping Ma, Mingjing Huang, Ning Gui, Li Kuang

  5755-5763

  2026-03-14

• Unsupervised Learning for Lexicon-Based Classification

  Jacob Eisenstein

  2017-02-12

• Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation

  Qin Wang, Jiayang Chen, Yuzhe Zhou, Yu Li, Liangzhen Zheng, Sheng Wang, Zhen Li, Shuguang Cui

  4620-4627

  2022-06-28

• PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning

  Qin Wang, Boyuan Wang, Zhenlei Xu, Jiaxiang Wu, Peilin Zhao, Zhen Li, Sheng Wang, Junzhou Huang, Shuguang Cui

  617-625

  2021-05-18

• Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract)

  Yang Yu, Guohua Wang, Haopeng Ren, Yi Cai

  15947-15948

  2021-05-18

• AsT: An Asymmetric-Sensitive Transformer for Osteonecrosis of the Femoral Head Detection (Student Abstract)

  Haoyang Chen, Shuai Liu, Feng Lu, Wei Li, Bin Sheng, Mi Li, Hai Jin, Albert Y. Zomaya

  16186-16187

  2024-07-15

• Image Block Augmentation for One-Shot Learning

  Zitian Chen, Yanwei Fu, Kaiyu Chen, Yu-Gang Jiang

  3379-3386

  2019-07-17

• UVAGaze: Unsupervised 1-to-2 Views Adaptation for Gaze Estimation

  Ruicong Liu, Feng Lu

  3693-3701

  2024-03-24

• Dual Semi-Supervised Learning for Facial Action Unit Recognition

  Guozhu Peng, Shangfei Wang

  8827-8834

  2019-07-17

• Graph Neural Networks with Soft Association between Topology and Attribute

  Yachao Yang, Yanfeng Sun, Shaofan Wang, Jipeng Guo, Junbin Gao, Fujiao Ju, Baocai Yin

  9260-9268

  2024-03-24

• AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification

  Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang, Yibing Zhan, Yiheng Lu, Dapeng Tao

  19143-19151

  2025-04-11

• Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis

  Jian Bi, Qianliang Wu, Jianjun Qian, Lei Luo, Jian Yang

  1844-1852

  2025-04-11

• Fair-CDA: Continuous and Directional Augmentation for Group Fairness

  Rui Sun, Fengwei Zhou, Zhenhua Dong, Chuanlong Xie, Lanqing Hong, Jiawei Li, Rui Zhang, Zhen Li, Zhenguo Li

  9918-9926

  2023-06-26

• DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation

  Haoyue Bai, Rui Sun, Lanqing Hong, Fengwei Zhou, Nanyang Ye, Han-Jia Ye, S.-H. Gary Chan, Zhenguo Li

  6705-6713

  2021-05-18

• Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators

  Sikai Bai, Shuaicheng Li, Weiming Zhuang, Jie Zhang, Kunlin Yang, Jun Hou, Shuai Yi, Shuai Zhang, Junyu Gao

  10989-10997

  2024-03-24

• DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series

  Qingxiong Tan, Mang Ye, Baoyao Yang, Siqi Liu, Andy Jinhua Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, PongChi Yuen

  930-937

  2020-04-03

• Barely Supervised Learning for Graph-Based Fraud Detection

  Hang Yu, Zhengyang Liu, Xiangfeng Luo

  16548-16557

  2024-03-24

• Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification

  Liangwei Chen, Xiren Zhou, Huanhuan Chen

  11355-11363

  2024-03-24

• SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation

  Wanqing Zhu, Jia-Li Yin, Bo-Hao Chen, Ximeng Liu

  3852-3860

  2023-06-26

• LoNe Sampler: Graph Node Embeddings by Coordinated Local Neighborhood Sampling

  Konstantin Kutzkov

  8413-8420

  2023-06-26

• Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning

  Swann Bessa, Darius Dabert, Max Bourgeat, Louis-Martin Rousseau, Quentin Cappart

  11113-11121

  2025-04-11

• ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection

  Junwei He, Qianqian Xu, Yangbangyan Jiang, Zitai Wang, Qingming Huang

  8481-8489

  2024-03-24

• Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum

  Fan Xu, Nan Wang, Hao Wu, Xuezhi Wen, Xibin Zhao, Hai Wan

  9214-9222

  2024-03-24