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• A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility

  E Chen, Yang Cao, Yifei Ge

  11267-11275

  2024-03-24

• Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration

  Wonjeong Choi, Jungwuk Park, Dong-Jun Han, Younghyun Park, Jaekyun Moon

  11588-11596

  2024-03-24

• Deletion-Robust Submodular Maximization with Knapsack Constraints

  Shuang Cui, Kai Han, He Huang

  11695-11703

  2024-03-24

• Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models

  Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci

  11996-12005

  2024-03-24

• FedMut: Generalized Federated Learning via Stochastic Mutation

  Ming Hu, Yue Cao, Anran Li, Zhiming Li, Chengwei Liu, Tianlin Li, Mingsong Chen, Yang Liu

  12528-12537

  2024-03-24

• PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation

  Siyuan Hu, Zheng Wang, Peng Hu, Xi Peng, Jie Wu, Hongyuan Zhu, Yew Soon Ong

  12538-12546

  2024-03-24

• eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation

  Libo Huang, Yan Zeng, Chuanguang Yang, Zhulin An, Boyu Diao, Yongjun Xu

  12591-12599

  2024-03-24

• Relaxed Stationary Distribution Correction Estimation for Improved Offline Policy Optimization

  Woosung Kim, Donghyeon Ki, Byung-Jun Lee

  13185-13192

  2024-03-24

• Robust Visual Imitation Learning with Inverse Dynamics Representations

  Siyuan Li, Xun Wang, Rongchang Zuo, Kewu Sun, Lingfei Cui, Jishiyu Ding, Peng Liu, Zhe Ma

  13609-13618

  2024-03-24

• Decoupled Contrastive Multi-View Clustering with High-Order Random Walks

  Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng

  14193-14201

  2024-03-24

• Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains

  Md Nasim, Yexiang Xue

  14422-14430

  2024-03-24

• GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations

  Nisal Ranasinghe, Damith Senanayake, Sachith Seneviratne, Malin Premaratne, Saman Halgamuge

  14776-14784

  2024-03-24

• Fusing Conditional Submodular GAN and Programmatic Weak Supervision

  Kumar Shubham, Pranav Sastry, Prathosh AP

  15020-15028

  2024-03-24

• An Effective Augmented Lagrangian Method for Fine-Grained Multi-View Optimization

  Yuze Tan, Hecheng Cai, Shudong Huang, Shuping Wei, Fan Yang, Jiancheng Lv

  15258-15266

  2024-03-24

• ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation

  Brandon Theodorou, Shrusti Jain, Cao Xiao, Jimeng Sun

  15355-15363

  2024-03-24

• Gradient-Guided Modality Decoupling for Missing-Modality Robustness

  Hao Wang, Shengda Luo, Guosheng Hu, Jianguo Zhang

  15483-15491

  2024-03-24

• BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials

  Xingrun Xing, Li Du, Xinyuan Wang, Xianlin Zeng, Yequan Wang, Zheng Zhang, Jiajun Zhang

  16094-16102

  2024-03-24

• DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations

  Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li

  16103-16111

  2024-03-24

• PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search

  Dixi Yao, Baochun Li

  16398-16406

  2024-03-24

• DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

  Wenfang Yao, Kejing Yin, William K. Cheung, Jia Liu, Jing Qin

  16416-16424

  2024-03-24

• Reviewing the Forgotten Classes for Domain Adaptation of Black-Box Predictors

  Shaojie Zhang, Chun Shen, Shuai Lü, Zeyu Zhang

  16830-16837

  2024-03-24

• Federated Label-Noise Learning with Local Diversity Product Regularization

  Xiaochen Zhou, Xudong Wang

  17141-17149

  2024-03-24

• Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models

  Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che

  19116-19125

  2024-03-24

• T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering

  Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen

  19162-19170

  2024-03-24

• FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis

  Meizhen Zheng, Peng Bai, Xiaodong Shi, Xun Zhou, Yiting Yan

  19697-19705

  2024-03-24