Carlos Riquelme

1. PaLI: A Jointly-Scaled Multilingual Language-Image Model
   2022/09/14 by Xi Chen, Xiao Wang, Chen, Xi +55 · 82 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. Scaling Vision Transformers to 22 Billion Parameters
   2023/02/10 by Mostafa Dehghani, Dehghani, Mostafa, Josip Djolonga +81 · 66 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
3. Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling
   2018/02/25 by Carlos Riquelme, George Tucker, Riquelme, Carlos +3 · 3 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Gaussian Processes and Bayesian Inference
4. Human Interaction with Recommendation Systems
   2017/03/01 by Sven Schmit, Schmit, Sven, Carlos Riquelme +1 · 4 citations
   Decision Sciences · #Auction Theory and Applications #Game Theory and Applications #Advanced Bandit Algorithms Research
5. On the Adversarial Robustness of Mixture of Experts
   2022/10/19 by Joan Puigcerver, Rodolphe Jenatton, Puigcerver, Joan +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning
6. Scalable Transfer Learning with Expert Models
   2020/09/28 by Joan Puigcerver, Puigcerver, Joan, Carlos Riquelme +13 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
7. Stable LM 2 1.6B Technical Report
   2024/02/27 by Marco Bellagente, Bellagente, Marco, Jonathan Tow +35 · 4 citations
   Engineering · #Particle accelerators and beam dynamics #Induction Heating and Inverter Technology #Microwave Engineering and Waveguides
8. Scaling Laws for Sparsely-Connected Foundation Models
   2023/09/15 by Elias Frantar, Frantar, Elias, Carlos Riquelme +7 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
9. Rephrasing natural text data with different languages and quality levels for Large Language Model pre-training
   2024/10/28 by Michael Pieler, Marco Bellagente, Pieler, Michael +21 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
10. On Last-Layer Algorithms for Classification: Decoupling Representation from Uncertainty Estimation
    2020/01/22 by Nicolas Brosse, Brosse, Nicolas, Carlos Riquelme +7 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. Which Model to Transfer? Finding the Needle in the Growing Haystack
    2020/10/13 by Cédric Renggli, André Susano Pinto, Renggli, Cedric +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications