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• Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features

  Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang

  10877-10884

  2020-04-03

• Counterfactual-Enhanced Information Bottleneck for Aspect-Based Sentiment Analysis

  Mingshan Chang, Min Yang, Qingshan Jiang, Ruifeng Xu

  17736-17744

  2024-03-24

• Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment

  Qiuhao Zeng, Wei Wang, Fan Zhou, Charles Ling, Boyu Wang

  11147-11155

  2023-06-26

• Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method

  Chi Liu, Jincheng Liu, Congcong Zhu, Minghao Wang, Sheng Shen, Jia Gu, Tianqing Zhu, Wanlei Zhou

  7087-7095

  2026-03-14

• Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network

  Guanzheng Chen, Jinyuan Fang, Zaiqiao Meng, Qiang Zhang, Shangsong Liang

  5530-5538

  2022-06-28

• Dust-Mamba: An Efficient Dust Storm Detection Network with Multiple Data Sources

  Cong Bai, Zhonghao Lin, Jinglin Zhang, Shengyong Chen

  27813-27821

  2025-04-11

• Learning Non-Linear Dynamics of Decision Boundaries for Maintaining Classification Performance

  Atsutoshi Kumagai, Tomoharu Iwata

  2017-02-13

• Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning

  Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen

  1629-1637

  2025-04-11

• DC-SPAN: A Dual Contrastive Attention Network for Multi-View Clustering

  Jingyi Chen, Zhibin Dong, Tiejun Li, Yibo Han

  20127-20135

  2026-03-14

• Inference Scaling Law for Retrieval Augmented Generation

  Shu Zhou, Yuxuan Ao, Yunyang Xuan, Xin Wang, Tao Fan, Hao Wang

  16522-16530

  2026-03-14

• EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation

  Yonghao Dong, Qiang He, Penghong Rui, Zhenzhe Zheng, Zhao Li, Feifei Chen, Hai Jin, Yun Yang

  20852-20860

  2026-03-14

• P-SLCR: Unsupervised Point Cloud Semantic Segmentation via Prototypes Structure Learning and Consistent Reasoning

  Lixin Zhan, Jiang Jie, Tianjian Zhou, Yukun Du, Yan Zheng, Xuehu Duan

  12349-12357

  2026-03-14

• Perception in Plan: Coupled Perception and Planning for End-to-End Autonomous Driving

  Bozhou Zhang, Jingyu Li, Nan Song, Li Zhang

  12376-12384

  2026-03-14

• PHPFND: Detecting Fake News via Post-Hoc Processing of LLMs Hallucination

  Jinke Ma, Jiachen Ma, Wei Zhang, Yong Liu

  827-835

  2026-03-14

• FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring

  Nikolaos Ioannis Bountos, Arthur Ouaknine, Ioannis Papoutsis, David Rolnick

  27858-27868

  2025-04-11

• Graph Out-of-Distribution Detection via Test-Time Calibration with Dual Dynamic Dictionaries

  Yue Hou, Ruomei Liu, Yingke Su, Junran Wu, Ke Xu

  21797-21804

  2026-03-14

• Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation (Abstract Reprint)

  Xinyan Wang, Jinshuo Liu, Juan Deng, Meng Wang, Qian Deng, Youcheng Yan, Lina Wang, Yunsong Ma, Jeff Z. Pan

  39903-39903

  2026-03-14

• MPA: Multimodal Prototype Augmentation for Few-Shot Learning

  Liwen Wu, Wei Wang, Lei Zhao, Zhan Gao, Qika Lin, Shaowen Yao, Zuozhu Liu, Bin Pu

  26965-26973

  2026-03-14

• Robust Image Hashing Based on Contrastive Masked Autoencoder with Weak-Strong Augmentation Alignment

  Cundian Yang, Guibo Luo, Yuesheng Zhu, Jiaqi Li, Xiyao Liu

  9157-9165

  2025-04-11

• Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction

  Niloofar Azizi, Nils M. Kriege, Nicholas J. A. Harvey, Horst Bischof

  19640-19648

  2026-03-14

• OA-FSUI2IT: A Novel Few-Shot Cross Domain Object Detection Framework with Object-Aware Few-Shot Unsupervised Image-to-Image Translation

  Lifan Zhao, Yunlong Meng, Lin Xu

  3426-3435

  2022-06-28

• Improving Scene Graph Classification by Exploiting Knowledge from Texts

  Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp

  2189-2197

  2022-06-28

• Unleashing the Potential of Model Bias for Generalized Category Discovery

  Wenbin An, Haonan Lin, Jiahao Nie, Feng Tian, Wenkai Shi, Yaqiang Wu, Qianying Wang, Ping Chen

  15365-15373

  2025-04-11

• Membership Inference Attack Against Large Language Model-Based Recommendation Systems: A New Distillation-Based Paradigm

  Cuihong Li, Xiaowen Huang, Chuanhuan Yin, Jitao Sang

  22859-22868

  2026-03-14

• Expressive Recommender Systems through Normalized Nonnegative Models

  Cyril Stark

  2016-02-21