Horton, Maxwell
- OpenELM: An Efficient Language Model Family with Open Training and Inference Framework
2024/04/22 by Sachin Mehta, Mohammad Hossein Sekhavat, Mehta, Sachin +19 · 5 voices · 9 citations
#cs.CL #cs.AI #cs.LG
- The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
2025/06/07 by Parshin Shojaee, Iman Mirzadeh, Shojaee, Parshin +9 · 14 voices · 130 citations
#cs.AI #cs.CL #cs.LG
- CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data
2024/04/24 by Sachin Mehta, Maxwell Horton, Mehta, Sachin +13 · 1 voice · 2 citations
Computer Science · #Handwritten Text Recognition Techniques
- Learning Neural Network Subspaces
2021/02/20 by Mitchell Wortsman, Wortsman, Mitchell, Maxwell Horton +7 · 3 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
- QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
2025/02/05 by Haocheng Xi, Tiwari, Rishabh, Aditya Tomar +16 · 6 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Label Refinery: Improving ImageNet Classification through Label Progression
2018/05/07 by Bagherinezhad, Hessam, Horton, Maxwell, Rastegari, Mohammad +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- KV Prediction for Improved Time to First Token
2024/10/10 by Maxwell Horton, Horton, Maxwell, Qingqing Cao +11 · 3 citations
Engineering · Computer Science · #Tunneling and Rock Mechanics #Image and Object Detection Techniques
- Layer-Wise Data-Free CNN Compression
2020/11/18 by Horton, Maxwell, Jin, Yanzi, Farhadi, Ali +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks
2022/07/21 by Lin, Chien-Yu, Prabhu, Anish, Merth, Thomas +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RangeAugment: Efficient Online Augmentation with Range Learning
2022/12/20 by Sachin Mehta, Saeid Naderiparizi, Mehta, Sachin +13 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators
2024/10/14 by Rasoul Shafipour, Shafipour, Rasoul, David Harrison +15 · 1 citation
Computer Science · #Neural Networks and Applications