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• Non-Local U-Nets for Biomedical Image Segmentation

  Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji

  6315-6322

  2020-04-03

• Modeling Inter-Intra Heterogeneity for Graph Federated Learning

  Wentao Yu, Shuo Chen, Yongxin Tong, Tianlong Gu, Chen Gong

  22236-22244

  2025-04-11

• NURBGen: High-Fidelity Text-to-CAD Generation Through LLM-Driven NURBS Modeling

  Muhammad Usama, Mohammad Sadil Khan, Didier Stricker, Muhammad Zeshan Afzal

  9603-9611

  2026-03-14

• Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning

  Minping Chen, You-Liang Huang, Zeyi Wen

  23605-23613

  2025-04-11

• AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning

  Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing

  4060-4066

  2020-04-03

• DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression

  Youneng Bao, Yulong Cheng, Yiping Liu, Yichen Yang, Peng Qin, Mu Li, Yongsheng Liang

  14475-14483

  2026-03-14

• A Hierarchical Aspect-Sentiment Model for Online Reviews

  Suin Kim, Jianwen Zhang, Zheng Chen, Alice Oh, Shixia Liu

  526-533

  2013-06-30

• Formalising the Robustness of Counterfactual Explanations for Neural Networks

  Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

  14901-14909

  2023-06-26

• VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging

  Dwarikanath Mahapatra, Behzad Bozorgtabar, Sudipta Roy, Imran Razzak, Mauricio Reyes

  7901-7909

  2026-03-14

• Supervised Probabilistic Robust Embedding with Sparse Noise

  Yu Zhang, Dit-Yan Yeung, Eric Xing

  1226-1232

  2021-09-20

• SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression

  Xinhao Huang, You-Liang Huang, Zeyi Wen

  17494-17502

  2025-04-11

• SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder

  Dengcan Liu, Jiahao Li, Zheren Fu, Yi Tu, Jiajun Li, Zhendong Mao, Yongdong Zhang

  32051-32059

  2026-03-14

• Communicative Message Passing for Inductive Relation Reasoning

  Sijie Mai, Shuangjia Zheng, Yuedong Yang, Haifeng Hu

  4294-4302

  2021-05-18

• ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques

  Yuanxin Liu, Zheng Lin, Fengcheng Yuan

  8715-8722

  2021-05-18

• Random Amalgamation of Adapters for Flatter Loss Landscapes: Towards Class-Incremental Learning with Better Stability

  Yao Deng, Xiang Xiang, Jiaqi Gui

  20746-20754

  2026-03-14

• Indirect Stochastic Gradient Quantization and Its Application in Distributed Deep Learning

  Afshin Abdi, Faramarz Fekri

  3113-3120

  2020-04-03

• Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans

  Fatih Altay, Guillermo Ramón Sánchez, Yanli James, Stephen V. Faraone, Senem Velipasalar, Asif Salekin

  15088-15097

  2021-05-18

• Learning Sparse Sharing Architectures for Multiple Tasks

  Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang

  8936-8943

  2020-04-03

• Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization

  Yechao Zhang, Yingzhe Xu, Junyu Shi, Leo Yu Zhang, Shengshan Hu, Minghui Li, Yanjun Zhang

  10293-10301

  2025-04-11

• BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

  Hedi Ben-younes, Remi Cadene, Nicolas Thome, Matthieu Cord

  8102-8109

  2019-07-17

• LabelForest: Non-Parametric Semi-Supervised Learning for Activity Recognition

  Yuchao Ma, Hassan Ghasemzadeh

  4520-4527

  2019-07-17

• Incentive-Boosted Federated Crowdsourcing

  Xiangping Kang, Guoxian Yu, Jun Wang, Wei Guo, Carlotta Domeniconi, Jinglin Zhang

  6021-6029

  2023-06-26

• S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing

  Liang Lv, Di Wang, Jing Zhang, Lefei Zhang

  7726-7734

  2026-03-14

• FedPKDA: Personalized Federated Learning with Privacy-Preserving Knowledge Dynamic Alignment

  Moxuan Zeng, Wenxuan Tu, Yuanyi Chen, Yiying Wang, Miao Yu, Xiangyan Tang, Jieren Cheng

  28113-28121

  2026-03-14

• D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation

  Zheyuan Zhang, Jiwei Zhang, Boyu Zhou, Linzhimeng Duan, Hong Chen

  13034-13042

  2026-03-14