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• Time Series Domain Adaptation via Sparse Associative Structure Alignment

  Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang

  6859-6867

  2021-05-18

• Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting

  Amirreza Farnoosh, Bahar Azari, Sarah Ostadabbas

  7394-7403

  2021-05-18

• Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation

  Li Gao, Lefei Zhang, Qian Zhang

  7528-7536

  2021-05-18

• Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability

  Tao Han, Wei-Wei Tu, Yu-Feng Li

  7639-7646

  2021-05-18

• Longitudinal Deep Kernel Gaussian Process Regression

  Junjie Liang, Yanting Wu, Dongkuan Xu, Vasant G Honavar

  8556-8564

  2021-05-18

• ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare

  Ali Burak Ünal, Mete Akgün, Nico Pfeifer

  9988-9996

  2021-05-18

• Flow-based Generative Models for Learning Manifold to Manifold Mappings

  Xingjian Zhen, Rudrasis Chakraborty, Liu Yang, Vikas Singh

  11042-11052

  2021-05-18

• Exploring Transfer Learning For End-to-End Spoken Language Understanding

  Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza

  13754-13761

  2021-05-18

• Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation

  Ke Wang, Guandan Chen, Zhongqiang Huang, Xiaojun Wan, Fei Huang

  13970-13978

  2021-05-18

• LIREx: Augmenting Language Inference with Relevant Explanations

  Xinyan Zhao, V.G.Vinod Vydiswaran

  14532-14539

  2021-05-18

• OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression

  Linfeng Cao, Aofan Jiang, Wei Li, Huaying Wu, Nanyang Ye

  158-166

  2022-06-28

• PrivateSNN: Privacy-Preserving Spiking Neural Networks

  Youngeun Kim, Yeshwanth Venkatesha, Priyadarshini Panda

  1192-1200

  2022-06-28

• Clustering Interval-Censored Time-Series for Disease Phenotyping

  Irene Y. Chen, Rahul G. Krishnan, David Sontag

  6211-6221

  2022-06-28

• Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting

  Yuwei Fu, Di Wu, Benoit Boulet

  6639-6647

  2022-06-28

• Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation

  Yicong He, George K. Atia

  6893-6901

  2022-06-28

• FedInv: Byzantine-Robust Federated Learning by Inversing Local Model Updates

  Bo Zhao, Peng Sun, Tao Wang, Keyu Jiang

  9171-9179

  2022-06-28

• Efficient Device Scheduling with Multi-Job Federated Learning

  Chendi Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou

  9971-9979

  2022-06-28

• Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors

  Maryam Tabar, Dongwon Lee, David P. Hughes, Amulya Yadav

  12608-12614

  2022-06-28

• CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract)

  Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand

  13031-13032

  2022-06-28

• Integer Subspace Differential Privacy

  Prathamesh Dharangutte, Jie Gao, Ruobin Gong, Fang-Yi Yu

  7349-7357

  2023-06-26

• Safeguarded Learned Convex Optimization

  Howard Heaton, Xiaohan Chen, Zhangyang Wang, Wotao Yin

  7848-7855

  2023-06-26

• Policy-Adaptive Estimator Selection for Off-Policy Evaluation

  Takuma Udagawa, Haruka Kiyohara, Yusuke Narita, Yuta Saito, Kei Tateno

  10025-10033

  2023-06-26

• Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning

  Liwei Yang, Xiang Gu, Jian Sun

  10789-10797

  2023-06-26

• Understanding Representation Learnability of Nonlinear Self-Supervised Learning

  Ruofeng Yang, Xiangyuan Li, Bo Jiang, Shuai Li

  10807-10815

  2023-06-26

• Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching

  Lantao Yu, Tianhe Yu, Jiaming Song, Willie Neiswanger, Stefano Ermon

  11016-11024

  2023-06-26