Najibi, Mahyar

24 publications

ICML 2025 CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning Qingqing Cao, Mahyar Najibi, Sachin Mehta

ICLRW 2025 From Dense to Dynamic: Token-Difficulty Driven MoEfication of Pre-Trained LLMs Kumari Nishu, Sachin Mehta, Samira Abnar, Mehrdad Farajtabar, Maxwell Horton, Mahyar Najibi, Moin Nabi, Minsik Cho, Devang Naik

ICLRW 2025 M2R2: Efficient Transformers with Mixture of Multi-Rate Residuals Nikhil Bhendawade, Mahyar Najibi, Devang Naik, Irina Belousova

ICML 2025 QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache Rishabh Tiwari, Haocheng Xi, Aditya Tomar, Coleman Richard Charles Hooper, Sehoon Kim, Maxwell Horton, Mahyar Najibi, Michael W. Mahoney, Kurt Keutzer, Amir Gholami

ICLR 2025 SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators Rasoul Shafipour, David Harrison, Maxwell Horton, Jeffrey Marker, Houman Bedayat, Sachin Mehta, Mohammad Rastegari, Mahyar Najibi, Saman Naderiparizi

ICMLW 2024 LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference Qichen Fu, Minsik Cho, Thomas Merth, Sachin Mehta, Mohammad Rastegari, Mahyar Najibi

ICMLW 2024 OpenELM: An Efficient Language Model Family with Open Training and Inference Framework Sachin Mehta, Mohammad Hossein Sekhavat, Qingqing Cao, Maxwell Horton, Yanzi Jin, Chenfan Sun, Seyed Iman Mirzadeh, Mahyar Najibi, Dmitry Belenko, Peter Zatloukal, Mohammad Rastegari

ICML 2024 Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation Thomas Merth, Qichen Fu, Mohammad Rastegari, Mahyar Najibi

CVPR 2023 3D Human Keypoints Estimation from Point Clouds in the Wild Without Human Labels Zhenzhen Weng, Alexander S. Gorban, Jingwei Ji, Mahyar Najibi, Yin Zhou, Dragomir Anguelov

CVPR 2023 GINA-3D: Learning to Generate Implicit Neural Assets in the Wild Bokui Shen, Xinchen Yan, Charles R. Qi, Mahyar Najibi, Boyang Deng, Leonidas Guibas, Yin Zhou, Dragomir Anguelov

ICCV 2023 Unsupervised 3D Perception with 2D Vision-Language Distillation for Autonomous Driving Mahyar Najibi, Jingwei Ji, Yin Zhou, Charles R. Qi, Xinchen Yan, Scott Ettinger, Dragomir Anguelov

ECCV 2022 Improving the Intra-Class Long-Tail in 3D Detection via Rare Example Mining Chiyu Max Jiang, Mahyar Najibi, Charles R. Qi, Yin Zhou, Dragomir Anguelov

ECCV 2022 Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving Mahyar Najibi, Jingwei Ji, Yin Zhou, Charles R. Qi, Xinchen Yan, Scott Ettinger, Dragomir Anguelov

CVPR 2021 Offboard 3D Object Detection from Point Cloud Sequences Charles R. Qi, Yin Zhou, Mahyar Najibi, Pei Sun, Khoa Vo, Boyang Deng, Dragomir Anguelov

NeurIPS 2021 Revisiting 3D Object Detection from an Egocentric Perspective Boyang Deng, Charles R Qi, Mahyar Najibi, Thomas Funkhouser, Yin Zhou, Dragomir Anguelov

AAAI 2020 Generate, Segment, and Refine: Towards Generic Manipulation Segmentation Peng Zhou, Bor-Chun Chen, Xintong Han, Mahyar Najibi, Abhinav Shrivastava, Ser-Nam Lim, Larry Davis

AAAI 2020 Universal Adversarial Training Ali Shafahi, Mahyar Najibi, Zheng Xu, John P. Dickerson, Larry S. Davis, Tom Goldstein

NeurIPS 2019 Adversarial Training for Free! Ali Shafahi, Mahyar Najibi, Mohammad Amin Ghiasi, Zheng Xu, John Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein

WACV 2018 Face-MagNet: Magnifying Feature Maps to Detect Small Faces Pouya Samangouei, Rama Chellappa, Mahyar Najibi, Larry S. Davis

NeurIPS 2018 Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein

NeurIPS 2018 SNIPER: Efficient Multi-Scale Training Bharat Singh, Mahyar Najibi, Larry S. Davis

WACV 2018 Towards the Success Rate of One: Real-Time Unconstrained Salient Object Detection Mahyar Najibi, Fan Yang, Qiaosong Wang, Robinson Piramuthu

ICCV 2017 SSH: Single Stage Headless Face Detector Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis

CVPR 2016 G-CNN: An Iterative Grid Based Object Detector Mahyar Najibi, Mohammad Rastegari, Larry S. Davis