Gardner, Josh
- Advances and Open Problems in Federated Learning
2019/12/10 by Peter Kairouz, H. Brendan McMahan, Kairouz, Peter +115 · 367 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DataComp-LM: In search of the next generation of training sets for language models
2024/06/17 by Jeffrey Li, Alex Chengyu Fang, Alex Fang +121 · 2 voices · 87 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
2023/08/02 by Anas Awadalla, Irena Gao, Awadalla, Anas +29 · 52 citations
Computer Science · #Artificial Intelligence (cs.AI) #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 #Natural Language Processing Techniques
- MT3: Multi-Task Multitrack Music Transcription
2021/11/04 by Gardner, Josh, Simon, Ian, Manilow, Ethan +2 · 10 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Large Scale Transfer Learning for Tabular Data via Language Modeling
2024/06/17 by Josh Gardner, Gardner, Josh, Juan C. Perdomo +3 · 17 citations
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
- LLark: A Multimodal Instruction-Following Language Model for Music
2023/10/11 by Josh Gardner, Simon Durand, Gardner, Josh +5 · 13 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use
2023/08/12 by Yonatan Bitton, Bitton, Yonatan, Hritik Bansal +14 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text Readability and Simplification
- Language Models Improve When Pretraining Data Matches Target Tasks
2025/07/16 by Mizrahi, David, Larsen, Anders Boesen Lindbo, Allardice, Jesse +7 · 1 voice · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Benchmarking Distribution Shift in Tabular Data with TableShift
2023/12/10 by Gardner, Josh, Popovic, Zoran, Schmidt, Ludwig · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-instrument Music Synthesis with Spectrogram Diffusion
2022/06/11 by Hawthorne, Curtis, Simon, Ian, Roberts, Adam +4 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Apple Intelligence Foundation Language Models: Tech Report 2025
2025/07/17 by Ethan Li, Li, Ethan, Anders Larsen +487 · 14 citations
Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling
2022/09/28 by Yusong Wu, Josh Gardner, Wu, Yusong +9 · 2 citations
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
- Enabling End-To-End Machine Learning Replicability: A Case Study in Educational Data Mining
2018/06/13 by Gardner, Josh, Yang, Yuming, Baker, Ryan +1 · 1 citation
#Applications (stat.AP) #Computers and Society (cs.CY) #FOS: Computer and information sciences