Evans, Talfan

1. SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
   2025/02/20 by Michael Tschannen, Alexey A. Gritsenko, Tschannen, Michael +25 · 294 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. Data curation via joint example selection further accelerates multimodal learning
   2024/06/25 by Talfan Evans, Nikhil Parthasarathy, Evans, Talfan +5 · 2 voices · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
3. Active Data Curation Effectively Distills Large-Scale Multimodal Models
   2024/11/27 by Vishaal Udandarao, Nikhil Parthasarathy, Udandarao, Vishaal +15 · 2 voices · 9 citations
   Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Advanced Computational Techniques and Applications
4. Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding
   2023/12/08 by Talfan Evans, Evans, Talfan, Shreya Pathak +9 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. A visual introduction to Gaussian Belief Propagation
   2021/07/05 by J. V. Ortiz, Talfan Evans, Ortiz, Joseph +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computer Vision and Pattern Recognition (cs.CV) #Error Correcting Code Techniques #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Robotics (cs.RO)