- Helen Zhou, Yuwen Chen, Zachary C. Lipton:
Evaluating Model Performance in Medical Datasets Over Time. CoRR abs/2305.13426 (2023) - Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li:
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. CoRR abs/2306.09301 (2023) - Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou:
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. CoRR abs/2307.00858 (2023) - Shun Lei, Yixuan Zhou, Liyang Chen, Zhiyong Wu, Xixin Wu, Shiyin Kang, Helen Meng:
MSStyleTTS: Multi-Scale Style Modeling with Hierarchical Context Information for Expressive Speech Synthesis. CoRR abs/2307.16012 (2023) - Helen Zhou, Sercan Ö. Arik, Jingtao Wang:
Business Metric-Aware Forecasting for Inventory Management. CoRR abs/2308.13118 (2023) - Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng:
Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? CoRR abs/2308.15399 (2023) - Weiqin Li, Shun Lei, Qiaochu Huang, Yixuan Zhou, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Spontaneous Style Modeling with Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis. CoRR abs/2308.16593 (2023) - Shaohuan Zhou, Shun Lei, Weiya You, Deyi Tuo, Yuren You, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Improving the Expressiveness of Singing Voice Synthesis with BERT Derived Semantic Information. CoRR abs/2308.16836 (2023) - Shaohuan Zhou, Xu Li, Zhiyong Wu, Ying Shan, Helen Meng:
Enhancing the vocal range of single-speaker singing voice synthesis with melody-unsupervised pre-training. CoRR abs/2309.00284 (2023) - Shun Lei, Yixuan Zhou, Liyang Chen, Dan Luo, Zhiyong Wu, Xixin Wu, Shiyin Kang, Tao Jiang, Yahui Zhou, Yuxing Han, Helen Meng:
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts. CoRR abs/2309.11977 (2023) - Yilei Wu, Zijian Dong, Chongyao Chen, Wangchunshu Zhou, Juan Helen Zhou:
Mixup Your Own Pairs. CoRR abs/2309.16633 (2023) - Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Xixin Wu, Zhou Zhao, Shinji Watanabe, Helen Meng:
UniAudio: An Audio Foundation Model Toward Universal Audio Generation. CoRR abs/2310.00704 (2023) - Yuwen Chen, Helen Zhou, Zachary C. Lipton:
MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains. CoRR abs/2311.09401 (2023) - 2022
- Helen Korving, Di Zhou, Huan Xiang, Paula Sophia Sterkenburg, Panos Markopoulos, Emilia I. Barakova:
Development of an AI-Enabled System for Pain Monitoring Using Skin Conductance Sensoring in Socks. Int. J. Neural Syst. 32(10): 2250047:1-2250047:11 (2022) - Mingzhe Liu, Feixiang Zhao, Xin Jiang, Hong Zhang, Helen Zhou:
Parallel Binary Image Cryptosystem Via Spiking Neural Networks Variants. Int. J. Neural Syst. 32(8): 2150014:1-2150014:16 (2022) - Owen Q. Wu, Safak Yücel, Yangfang (Helen) Zhou:
Smart Charging of Electric Vehicles: An Innovative Business Model for Utility Firms. Manuf. Serv. Oper. Manag. 24(5): 2481-2499 (2022) - Lijun An, Jianzhong Chen, Pansheng Chen, Chen Zhang, Tong He, Christopher Chen, Juan Helen Zhou, B. T. Thomas Yeo:
Goal-specific brain MRI harmonization. NeuroImage 263: 119570 (2022) - Leon Qi Rong Ooi, Jianzhong Chen, Shaoshi Zhang, Ru Kong, Angela Tam, Jingwei Li, Elvisha Dhamala, Juan Helen Zhou, Avram J. Holmes, B. T. Thomas Yeo:
Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI. NeuroImage 263: 119636 (2022) - Helen Zhou, Cheng Cheng, Kelly J. Shields, Gursimran Kochhar, Tariq Cheema, Zachary C. Lipton, Jeremy C. Weiss:
Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19. AMIA 2022 - Zijian Dong, Joanna Su Xian Chong, Bing Cai Kok, Juan Helen Zhou:
COOP-DHGNN: a Framework for Joint Classification and Prediction of Brain Functional Connectivity Using Sparse Trajectory Dataset with Application to Early Dementia. IEEE Big Data 2022: 4972-4978 - Helene Orsini, Hongyan Bao, Yujun Zhou, Xiangrui Xu, Yufei Han, Longyang Yi, Wei Wang, Xin Gao, Xiangliang Zhang:
AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs. IEEE Big Data 2022: 1060-1069 - Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang:
COLD: A Benchmark for Chinese Offensive Language Detection. EMNLP 2022: 11580-11599 - Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng:
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. EMNLP (Findings) 2022: 3576-3591 - Xueyuan Chen, Changhe Song, Yixuan Zhou, Zhiyong Wu, Changbin Chen, Zhongqin Wu, Helen Meng:
A Character-Level Span-Based Model for Mandarin Prosodic Structure Prediction. ICASSP 2022: 7602-7606 - Shun Lei, Yixuan Zhou, Liyang Chen, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Expressive Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis. ICASSP 2022: 7922-7926 - Shun Lei, Yixuan Zhou, Liyang Chen, Jiankun Hu, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis. INTERSPEECH 2022: 5523-5527 - Shaohuan Zhou, Shun Lei, Weiya You, Deyi Tuo, Yuren You, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Improving the Expressiveness of Singing Voice Synthesis with BERT Derived Semantic Information. INTERSPEECH 2022: 4292-4296 - Yixuan Zhou, Changhe Song, Jingbei Li, Zhiyong Wu, Yanyao Bian, Dan Su, Helen Meng:
Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis. INTERSPEECH 2022: 5518-5522 - Yixuan Zhou, Changhe Song, Xiang Li, Luwen Zhang, Zhiyong Wu, Yanyao Bian, Dan Su, Helen Meng:
Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis. INTERSPEECH 2022: 2573-2577 - Antonio Parziale, Monica Agrawal, Shengpu Tang, Kristen Severson, Luis Oala, Adarsh Subbaswamy, Sayantan Kumar, Elora D. M. Schörverth, Stefan Hegselmann, Helen Zhou, Ghada Zamzmi, Purity Mugambi, Elena Sizikova, Girmaw Abebe Tadesse, Yuyin Zhou, Taylor W. Killian, Haoran Zhang, Fahad Kamran, Andrea Hobby, Mars Huang, Ahmed M. Alaa, Harvineet Singh, Irene Y. Chen, Shalmali Joshi:
Machine Learning for Health (ML4H) 2022. ML4H@NeurIPS 2022: 1-11