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• On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation

  Thanh Nguyen-Tang, Ming Yin, Sunil Gupta, Svetha Venkatesh, Raman Arora

  9310-9318

  2023-06-26

• Multi-Source Survival Domain Adaptation

  Ammar Shaker, Carolin Lawrence

  9752-9762

  2023-06-26

• STARS: Spatial-Temporal Active Re-sampling for Label-Efficient Learning from Noisy Annotations

  Dayou Yu, Weishi Shi, Qi Yu

  10980-10988

  2023-06-26

• Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start”

  Junbo Zhao, Xuefei Ning, Enshu Liu, Binxin Ru, Zixuan Zhou, Tianchen Zhao, Chen Chen, Jiajin Zhang, Qingmin Liao, Yu Wang

  11316-11326

  2023-06-26

• Online Noisy Continual Relation Learning

  Guozheng Li, Peng Wang, Qiqing Luo, Yanhe Liu, Wenjun Ke

  13059-13066

  2023-06-26

• Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation

  Tongliang Li, Zixiang Wang, Zhoujun Li

  13112-13120

  2023-06-26

• Foundation Model for Material Science

  Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Daiju Nakano, John R. Smith

  15376-15383

  2024-07-15

• Enhance Robustness of Machine Learning with Improved Efficiency

  Yan Yan

  15461-15461

  2024-07-15

• Grape Cold Hardiness Prediction via Multi-Task Learning

  Aseem Saxena, Paola Pesantez-Cabrera, Rohan Ballapragada, Kin-Ho Lam, Markus Keller, Alan Fern

  15717-15723

  2024-07-15

• Robust Training for AC-OPF (Student Abstract)

  Fuat Can Beylunioglu, Mehrdad Pirnia, P. Robert Duimering, Vijay Ganesh

  16162-16163

  2024-07-15

• StegaStyleGAN: Towards Generic and Practical Generative Image Steganography

  Wenkang Su, Jiangqun Ni, Yiyan Sun

  240-248

  2024-03-25

• PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus

  Florian Kluger, Bodo Rosenhahn

  2804-2812

  2024-03-24

• NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction

  Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Shunli Zhang, Robby T. Tan

  3378-3385

  2024-03-24

• FedST: Federated Style Transfer Learning for Non-IID Image Segmentation

  Boyuan Ma, Xiang Yin, Jing Tan, Yongfeng Chen, Haiyou Huang, Hao Wang, Weihua Xue, Xiaojuan Ban

  4053-4061

  2024-03-24

• AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

  Teng Hu, Jiangning Zhang, Ran Yi, Yuzhen Du, Xu Chen, Liang Liu, Yabiao Wang, Chengjie Wang

  8526-8534

  2024-03-24

• FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning

  Xianjie Guo, Kui Yu, Lin Liu, Jiuyong Li

  12235-12243

  2024-03-24

• FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing

  Yongzhe Jia, Xuyun Zhang, Amin Beheshti, Wanchun Dou

  12848-12856

  2024-03-24

• Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts

  Kun Jin, Tongxin Yin, Zhongzhu Chen, Zeyu Sun, Xueru Zhang, Yang Liu, Mingyan Liu

  12938-12946

  2024-03-24

• Robust Distributed Gradient Aggregation Using Projections onto Gradient Manifolds

  Kwang In Kim

  13151-13159

  2024-03-24

• EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning

  Jingtao Li, Xing Chen, Li Yang, Adnan Siraj Rakin, Deliang Fan, Chaitali Chakrabarti

  13545-13553

  2024-03-24

• Deep Active Learning with Noise Stability

  Xingjian Li, Pengkun Yang, Yangcheng Gu, Xueying Zhan, Tianyang Wang, Min Xu, Chengzhong Xu

  13655-13663

  2024-03-24

• Secure Distributed Sparse Gaussian Process Models Using Multi-Key Homomorphic Encryption

  Adil Nawaz, Guopeng Chen, Muhammad Umair Raza, Zahid Iqbal, Jianqiang Li, Victor C.M. Leung, Jie Chen

  14431-14439

  2024-03-24

• Discriminatively Fuzzy Multi-View K-means Clustering with Local Structure Preserving

  Jun Yin, Shiliang Sun, Lai Wei, Pei Wang

  16478-16485

  2024-03-24

• Is a Large Language Model a Good Annotator for Event Extraction?

  Ruirui Chen, Chengwei Qin, Weifeng Jiang, Dongkyu Choi

  17772-17780

  2024-03-24

• EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce

  Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Hai-Tao Zheng, Pengjun Xie, Fei Huang, Yong Jiang

  18582-18590

  2024-03-24