Renggli, Cedric
- Learning to Merge Tokens in Vision Transformers
2022/02/24 by Cédric Renggli, Renggli, Cedric, André Susano Pinto +9 · 8 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Co-design Hardware and Algorithm for Vector Search
2023/06/19 by Wenqi Jiang, Jiang, Wenqi, Shigang Li +19 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Web Data Mining and Analysis
- SparCML: High-Performance Sparse Communication for Machine Learning
2018/02/22 by Cédric Renggli, Saleh Ashkboos, Renggli, Cedric +7 · 5 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (stat.ML) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Scalable Transfer Learning with Expert Models
2020/09/28 by Joan Puigcerver, Carlos Riquelme, Puigcerver, Joan +13 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- A Data Quality-Driven View of MLOps
2021/02/15 by Cédric Renggli, Renggli, Cedric, Luka Rimanić +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- SHiFT: An Efficient, Flexible Search Engine for Transfer Learning
2022/04/04 by Renggli, Cedric, Yao, Xiaozhe, Kolar, Luka +3 · 2 citations
#Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Distributed Learning over Unreliable Networks
2018/10/17 by Yu, Chen, Tang, Hanlin, Renggli, Cedric +5 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Which Model to Transfer? Finding the Needle in the Growing Haystack
2020/10/13 by Cédric Renggli, Renggli, Cedric, André Susano Pinto +11 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- Evaluating Bayes Error Estimators on Real-World Datasets with FeeBee
2021/08/30 by Renggli, Cedric, Rimanic, Luka, Hollenstein, Nora +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations
2025/01/30 by Cédric Renggli, Ihab F. Ilyas, Renggli, Cedric +3 · 3 citations
Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
- Incremental IVF Index Maintenance for Streaming Vector Search
2024/11/01 by Mohoney, Jason, Pacaci, Anil, Chowdhury, Shihabur Rahman +7 · 2 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Observer Dependent Lossy Image Compression
2019/10/08 by Maurice Weber, Cédric Renggli, Weber, Maurice +5 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering