Komatsuzaki, Aran

1. LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs
   2021/11/03 by Schuhmann, Christoph, Vencu, Richard, Beaumont, Romain +6 · 154 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints
   2022/12/09 by Aran Komatsuzaki, Komatsuzaki, Aran, Joan Puigcerver +15 · 29 citations
   Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #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
3. ARB: Advanced Reasoning Benchmark for Large Language Models
   2023/07/25 by Tomohiro Sawada, Daniel Paleka, Sawada, Tomohiro +15 · 1 voice · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
4. One Epoch Is All You Need
   2019/06/16 by Komatsuzaki, Aran · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)