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• Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract)

  Boshen Yan, Guihong Wan, Haim Schweitzer, Zoltan Maliga, Sara Khattab, Kun-Hsing Yu, Peter K. Sorger, Yevgeniy R. Semenov

  23690-23692

  2024-03-24

• Bi-Spectrum Distillation: Addressing Spectral Mismatch in ANN-SNN Knowledge Transfer

  Yuxuan Zhang, Yuhang Sun, Wen Yao, Yue Deng, Hongjue Li

  28546-28554

  2026-03-14

• TC-DWA:Text Clustering with Dual Word-Level Augmentation

  Bo Cheng, Ximing Li, Yi Chang

  7113-7121

  2023-06-26

• NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors

  Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin

  1201-1209

  2025-04-11

• Quantum Algorithms for Spectral Sums

  Alessandro Luongo, Changpeng Shao

  24178-24188

  2026-03-14

• Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach

  Yuyang Chai, Zhuang Li, Jiahui Liu, Lei Chen, Fei Li, Donghong Ji, Chong Teng

  17727-17735

  2024-03-24

• Large Scale Spectral Clustering with Landmark-Based Representation

  Xinlei Chen, Deng Cai

  313-318

  2011-08-04

• HS-FPN: High Frequency and Spatial Perception FPN for Tiny Object Detection

  Zican Shi, Jing Hu, Jie Ren, Hengkang Ye, Xuyang Yuan, Yan Ouyang, Jia He, Bo Ji, Junyu Guo

  6896-6904

  2025-04-11

• Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering

  Xinxin Wang, Yongshan Zhang, Yicong Zhou

  21312-21320

  2025-04-11

• Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis

  Kunming Tang, Zhiguo Jiang, Jun Shi, Wei Wang, Haibo Wu, Yushan Zheng

  7247-7256

  2025-04-11

• Improving Predictive State Representations via Gradient Descent

  Nan Jiang, Alex Kulesza, Satinder Singh

  2016-02-21

• Multi-Spectral Vehicle Re-Identification: A Challenge

  Hongchao Li, Chenglong Li, Xianpeng Zhu, Aihua Zheng, Bin Luo

  11345-11353

  2020-04-03

• Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning

  Han Liu, Yuanyuan Wang, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hong Yu

  5433-5441

  2025-04-11

• Deep Graph Spectral Evolution Networks for Graph Topological Evolution

  Negar Etemadyrad, Qingzhe Li, Liang Zhao

  7358-7366

  2021-05-18

• Fast and Accurate Refined Nyström-Based Kernel SVM

  Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin

  2016-02-21

• Deep Clustering Based on Sparse Kolmogorov-Arnold Network and Spectral Constraint

  Zixuan Bi, Yang Zhao, Ganchao Liu

  19720-19727

  2026-03-14

• When Neural Networks Fail to Generalize? A Model Sensitivity Perspective

  Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan

  11219-11227

  2023-06-26

• MTRL-CG: Multi-Task Reinforcement Learning Method with Spectral Clustering-Based Task Grouping

  Wenjia Meng, Teng Zhang, Haoliang Sun, Yilong Yin

  36723-36731

  2026-03-14

• Spectral Learning of Predictive State Representations with Insufficient Statistics

  Alex Kulesza, Nan Jiang, Satinder Singh

  2015-02-21

• S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting

  Wenshuo Wang, Yaomin Shen, Yingjie Tan, Yihao Chen

  1195-1203

  2026-03-14

• Spatial-Spectral Transformer for Hyperspectral Image Denoising

  Miaoyu Li, Ying Fu, Yulun Zhang

  1368-1376

  2023-06-26

• Combating Sampling Bias: A Self-Training Method in Credit Risk Models

  Jingxian Liao, Wei Wang, Jason Xue, Anthony Lei, Xue Han, Kun Lu

  12566-12572

  2022-06-28

• Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation

  Juntao Li, Lisong Qiu, Bo Tang, Dongmin Chen, Dongyan Zhao, Rui Yan

  6698-6705

  2019-07-17

• Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification

  Dwarikanath Mahapatra, Behzad Bozorgtabar, Zongyuan Ge, Mauricio Reyes, Jean-Philippe Thiran

  21378-21386

  2024-03-24

• Graph Structure Learning with Variational Information Bottleneck

  Qingyun Sun, Jianxin Li, Hao Peng, Jia Wu, Xingcheng Fu, Cheng Ji, Philip S Yu

  4165-4174

  2022-06-28