Mahyar Najibi

1. OpenELM: An Efficient Language Model Family with Open Training and Inference Framework
   2024/04/22 by Sachin Mehta, Mehta, Sachin, Mohammad Hossein Sekhavat +19 · 5 voices · 12 citations
   #cs.CL #cs.AI #cs.LG
2. Apple Intelligence Foundation Language Models
   2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 2 citations
   #cs.AI #cs.CL #cs.LG
3. LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference
   2024/07/19 by Qichen Fu, Fu, Qichen, Minsik Cho +9 · 1 voice · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #cs.AI #cs.CL #cs.LG
4. 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
5. Speculative Streaming: Fast LLM Inference without Auxiliary Models
   2024/02/16 by Nikhil Bhendawade, Bhendawade, Nikhil, I. I. Belousova +11 · 2 voices · 3 citations
   Computer Science · #Advanced Database Systems and Queries #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
6. SNIPER: Efficient Multi-Scale Training
   2018/05/23 by Bharat Singh, Singh, Bharat, Mahyar Najibi +3 · 7 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
7. Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving
   2022/10/14 by Mahyar Najibi, Jingwei Ji, Najibi, Mahyar +11 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Video Surveillance and Tracking Methods
8. Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers
   2024/10/17 by Yuxin Wen, Wen, Yuxin, Qingqing Cao +7 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
9. Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
   2024/04/10 by Thomas Merth, Qichen Fu, Merth, Thomas +5 · 3 citations
   Computer Science · #Speech and dialogue systems #Topic Modeling
10. GINA-3D: Learning to Generate Implicit Neural Assets in the Wild
    2023/04/04 by Bokui Shen, Xinchen Yan, Shen, Bokui +13 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
11. 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)
12. FA-RPN: Floating Region Proposals for Face Detection
    2018/12/13 by Mahyar Najibi, Najibi, Mahyar, Bharat Singh +3 · 1 citation
    Computer Science · #Face recognition and analysis #Face and Expression Recognition #Advanced Image and Video Retrieval Techniques
13. Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining
    2022/10/15 by Chiyu Max Jiang, Jiang, Chiyu Max, Mahyar Najibi +7 · 1 citation
    Computer Science · #68T45 #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
14. Soft Sampling for Robust Object Detection
    2018/06/18 by Zhe Wu, Navaneeth Bodla, Wu, Zhe +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
15. CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
    2024/10/15 by Qingqing Cao, Mahyar Najibi, Cao, Qingqing +3 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques #Handwritten Text Recognition Techniques
16. SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators
    2024/10/14 by Rasoul Shafipour, David Harrison, Shafipour, Rasoul +15 · 1 citation
    Computer Science · #Neural Networks and Applications