Tao, Chenyang
- The Amazon Nova Family of Models: Technical Report and Model Card
2025/03/17 by Amazon AGI, AGI, Amazon, Aayush Shah +867 · 20 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
- Counterfactual Representation Learning with Balancing Weights
2020/10/23 by Assaad, Serge, Zeng, Shuxi, Tao, Chenyang +5 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- PLACES: Prompting Language Models for Social Conversation Synthesis
2023/02/07 by Chen, Maximillian, Papangelis, Alexandros, Tao, Chenyang +5 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs
2024/06/17 by Yaldiz, Duygu Nur, Bakman, Yavuz Faruk, Buyukates, Baturalp +5 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE
2021/07/02 by Chen, Junya, Gan, Zhe, Li, Xuan +10 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding
2022/10/25 by Chen, Maximillian, Papangelis, Alexandros, Tao, Chenyang +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Sequence-to-Sequence Learning via Optimal Transport
2019/01/18 by Li‐Qun Chen, Yizhe Zhang, Chen, Liqun +17 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer
2020/11/25 by Xiu, Zidi, Chen, Junya, Henao, Ricardo +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization
2021/07/02 by Guo, Qing, Chen, Junya, Wang, Dong +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning
2024/07/16 by Erum Mushtaq, Mushtaq, Erum, Duygu Nur Yaldiz +11 · 2 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
- Variational Inference with Holder Bounds
2021/11/04 by Junya Chen, Danni Lu, Chen, Junya +9 · 2 citations
Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Probabilistic and Robust Engineering Design
- Improving Textual Network Embedding with Global Attention via Optimal Transport
2019/06/05 by Li‐Qun Chen, Chen, Liqun, Guoyin Wang +15 · 1 citation
Computer Science · Psychology · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing #Topic Modeling