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• KOALA: Kernel Coupling and Element Imputation Induced Multi-View Clustering

  Tingting Wu, Zhendong Li, Zhibin Gu, Jiazheng Yuan, Songhe Feng

  21581-21589

  2025-04-11

• Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval

  Xin Huang, Shilong Wang, Tong Jia, Zhihang Gou, Jingjing Li

  17485-17493

  2025-04-11

• Adaptive Shortcut Debiasing for Online Continual Learning

  Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee

  13122-13131

  2024-03-24

• Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation

  Mark Valovage, Akshay Shekhawat, Maria Gini

  2018-04-26

• SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition

  Rong Hu, Ling Chen, Shenghuan Miao, Xing Tang

  6012-6020

  2023-06-26

• Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees

  Yibo Wang, Wenhao Yang, Wei Jiang, Shiyin Lu, Bing Wang, Haihong Tang, Yuanyu Wan, Lijun Zhang

  15671-15679

  2024-03-24

• Projection-free Online Learning over Strongly Convex Sets

  Yuanyu Wan, Lijun Zhang

  10076-10084

  2021-05-18

• Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild

  Yifeng Huang, Duc Duy Nguyen, Lam Nguyen, Cuong Pham, Minh Hoai

  10057-10065

  2024-03-24

• Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization

  Takahiro Kawashima, Hayaru Shouno, Hideitsu Hino

  8083-8091

  2021-05-18

• TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences

  Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao

  20491-20499

  2024-03-24

• Global Climate Model Tracking Using Geospatial Neighborhoods

  Scott McQuade, Claire Monteleoni

  335-341

  2021-09-20

• Concurrent Multi-Label Prediction in Event Streams

  Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett

  9820-9828

  2023-06-26

• Deep Learning for Medical Prediction in Electronic Health Records

  Xinlu Zhang

  16145-16146

  2024-07-15

• Causal Explanation Under Indeterminism: A Sampling Approach

  Christopher Merck, Samantha Kleinberg

  2016-02-21

• Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble

  Prithwish Chakraborty, Manish Marwah, Martin Arlitt, Naren Ramakrishnan

  274-280

  2021-09-20

• Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis

  Thi Kieu Khanh Ho, Narges Armanfard

  7866-7874

  2023-06-26

• Discovering Sequential Patterns with Predictable Inter-event Delays

  Joscha Cüppers, Paul Krieger, Jilles Vreeken

  8346-8353

  2024-03-24

• Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding

  Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng

  13464-13473

  2024-03-24

• Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation

  Debaditya Shome, Pritam Sarkar, Ali Etemad

  15009-15019

  2024-03-24

• Outlier-Robust Convex Segmentation

  Itamar Katz, Koby Crammer

  2015-02-21

• Statistical Spatially Inhomogeneous Diffusion Inference

  Yinuo Ren, Yiping Lu, Lexing Ying, Grant M. Rotskoff

  14820-14828

  2024-03-24

• Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure

  Cheng Bian, Xiaoyu Li, Qi Bi, Guangpu Zhu, Jiegeng Lyu, Weile Zhang, Yelei Li, Zijing Zeng

  11087-11095

  2024-03-24

• Distributed Projection-Free Online Learning for Smooth and Convex Losses

  Yibo Wang, Yuanyu Wan, Shimao Zhang, Lijun Zhang

  10226-10234

  2023-06-26

• Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation

  Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Xiao Shou

  12189-12197

  2023-06-26

• Structure-Aware Multimodal Sequential Learning for Visual Dialog

  Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim

  13193-13201

  2024-03-24