Mahyar Najibi

Most-cited papers

Adversarial Training for Free!
Ali Shafahi, Mahyar Najibi, Amin Ghiasi, Zheng Xu +5 more
2019Neural Information Processing Systems1,503 citations
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Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
Ali Shafahi, W. R. Huang, Mahyar Najibi, Octavian Suciu +3 more
2018Neural Information Processing Systems1,334 citations
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SNIPER: Efficient Multi-Scale Training
Bharat Singh, Mahyar Najibi, L. Davis
2018Neural Information Processing Systems558 citations
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SSH: Single Stage Headless Face Detector
Mahyar Najibi, Pouya Samangouei, R. Chellappa, L. Davis
2017IEEE International Conference on Computer Vision447 citations Open access
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Offboard 3D Object Detection from Point Cloud Sequences
C. Qi, Yin Zhou, Mahyar Najibi, Pei Sun +3 more
2021Computer Vision and Pattern Recognition227 citations Open access
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Universal Adversarial Training
Ali Shafahi, Mahyar Najibi, Zheng Xu, John P. Dickerson +2 more
2018AAAI Conference on Artificial Intelligence215 citations Open access
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G-CNN: An Iterative Grid Based Object Detector
Mahyar Najibi, Mohammad Rastegari, L. Davis
2015Computer Vision and Pattern Recognition199 citations Open access
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Generate, Segment, and Refine: Towards Generic Manipulation Segmentation
Peng Zhou, Bor-Chun Chen, Xintong Han, Mahyar Najibi +3 more
2018AAAI Conference on Artificial Intelligence163 citations Open access
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AutoFocus: Efficient Multi-Scale Inference
Mahyar Najibi, Bharat Singh, L. Davis
2018IEEE International Conference on Computer Vision151 citations Open access
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LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference
Qichen Fu, Minsik Cho, Thomas Merth, Sachin Mehta +2 more
2024arXiv.org106 citations
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OpenELM: An Efficient Language Model Family with Open Training and Inference Framework
Sachin Mehta, M. Sekhavat, Qingqing Cao, Maxwell Horton +7 more
2024arXiv.org105 citations
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Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving
Mahyar Najibi, Jingwei Ji, Yin Zhou, C. Qi +3 more
2022European Conference on Computer Vision87 citations Open access
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Apple Intelligence Foundation Language Models: Tech Report 2025
Tom Gunter, Zi-Rui Wang, Chong Wang, Ruoming Pang +152 more
2025arXiv.org84 citations
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Soft Sampling for Robust Object Detection
Zhe Wu, Navaneeth Bodla, Bharat Singh, Mahyar Najibi +2 more
2018British Machine Vision Conference83 citations
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Unsupervised 3D Perception with 2D Vision-Language Distillation for Autonomous Driving
Mahyar Najibi, Jingwei Ji, Yin Zhou, C. Qi +3 more
2023IEEE International Conference on Computer Vision54 citations Open access
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DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes
Mahyar Najibi, Guangda Lai, Abhijit Kundu, Zhichao Lu +6 more
2020Computer Vision and Pattern Recognition51 citations Open access
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Speculative Streaming: Fast LLM Inference without Auxiliary Models
Nikhil Bhendawade, I. Belousova, Qichen Fu, Henry Mason +2 more
2024ENLSP50 citations
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FA-RPN: Floating Region Proposals for Face Detection
Mahyar Najibi, Bharat Singh, L. Davis
2018Computer Vision and Pattern Recognition43 citations
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An Analysis of Pre-Training on Object Detection
Hengduo Li, Bharat Singh, Mahyar Najibi, Zu-Xuan Wu +1 more
2019arXiv.org41 citations
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QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
Rishabh Tiwari, Hao-Cheng Xi, Aditya Tomar, C. Hooper +6 more
2025International Conference on Machine Learning37 citations
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GINA-3D: Learning to Generate Implicit Neural Assets in the Wild
Bokui Shen, Xin-Chen Yan, C. Qi, Mahyar Najibi +4 more
2023Computer Vision and Pattern Recognition37 citations Open access
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Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining
C. Jiang, Mahyar Najibi, C. Qi, Yin Zhou +1 more
2022European Conference on Computer Vision30 citations Open access
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Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers
Yuxin Wen, Qingqing Cao, Qichen Fu, Sachin Mehta +1 more
2024arXiv.org28 citations
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Revisiting 3D Object Detection From an Egocentric Perspective
Bo-Yang Deng, C. Qi, Mahyar Najibi, T. Funkhouser +2 more
2021Neural Information Processing Systems28 citations
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Scale Normalized Image Pyramids With AutoFocus for Object Detection
Bharat Singh, Mahyar Najibi, Abhishek Sharma, L. Davis
2021IEEE Transactions on Pattern Analysis and Machine Intelligence27 citations Open access
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Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
Thomas Merth, Qichen Fu, Mohammad Rastegari, Mahyar Najibi
2024International Conference on Machine Learning21 citations
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Face-MagNet: Magnifying Feature Maps to Detect Small Faces
Pouya Samangouei, R. Chellappa, Mahyar Najibi, L. Davis
2018IEEE Workshop/Winter Conference on Applications of Computer Vision20 citations Open access
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3D Human Keypoints Estimation from Point Clouds in the Wild without Human Labels
Zhenzhen Weng, Alexander N Gorban, Jingwei Ji, Mahyar Najibi +2 more
2023Computer Vision and Pattern Recognition18 citations Open access
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CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data
Sachin Mehta, Maxwell Horton, Fartash Faghri, M. Sekhavat +4 more
2024arXiv.org11 citations
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Towards the Success Rate of One: Real-Time Unconstrained Salient Object Detection
Mahyar Najibi, F. Yang, Qiao-Song Wang, Robinson Piramuthu
2017IEEE Workshop/Winter Conference on Applications of Computer Vision11 citations Open access
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Generate, Segment and Replace: Towards Generic Manipulation Segmentation
Peng Zhou, Bor-Chun Chen, Xintong Han, Mahyar Najibi +1 more
2018arXiv.org9 citations
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From Dense to Dynamic: Token-Difficulty Driven MoEfication of Pre-Trained LLMs
Kumari Nishu, Sachin Mehta, Samira Abnar, Mehrdad Farajtabar +5 more
2025arXiv.org5 citations
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SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators
Rasoul Shafipour, David Harrison, Max Horton, Jeffrey Marker +5 more
2024arXiv.org5 citations
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ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors
Rohun Tripathi, Vasu Singla, Mahyar Najibi, Bharat Singh +2 more
2020arXiv.org5 citations
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Batch-wise Logit-Similarity: Generalizing Logit-Squeezing and Label-Smoothing
Ali Shafahi, Amin Ghiasi, Mahyar Najibi, Furong Huang +2 more
2019British Machine Vision Conference5 citations
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From Local Similarities to Global Coding: A Framework for Coding Applications
Amirreza Shaban, H. Rabiee, Mahyar Najibi, Safoora Yousefi
2015IEEE Transactions on Image Processing5 citations
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CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
Qingqing Cao, Mahyar Najibi, Sachin Mehta
2024International Conference on Machine Learning3 citations
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M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference
Nikhil Bhendawade, Mahyar Najibi, Devang Naik, I. Belousova
2025arXiv.org2 citations
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Supervised Incremental Hashing
Bahadir Ozdemir, Mahyar Najibi, L. Davis
2016British Machine Vision Conference2 citations Open access
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Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention
Nikhil Bhendawade, I. Belousova, Qichen Fu, Henry Mason +3 more
2025Conference on Empirical Methods in Natural Language Processing1 citations Open access
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SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators
Rasoul Shafipour, David Harrison, Maxwell Horton, Jeffrey Marker +5 more
2025International Conference on Learning Representations1 citations
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Incremental Hashing with Kernels
Bahadir Ozdemir, Mahyar Najibi, L. Davis
2016arXiv.org1 citations
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LEAP: Learnable End-to-End Adaptive Pruning of Large Language Models
Mohammad Mozaffari, Younes Hourri, Mohammad Rastegari, Mahyar Najibi
2026arXiv.org0 citations
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M ANGO : Enhancing the Robustness of VQA Models via Adversarial Noise Generation
Z. Gan, Yen-Chun Chen, Lin-Jie Li, Chen-Guang Zhu +70 more
20220 citations
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Efficient Detection of Objects and Faces with Deep Learning
Mahyar Najibi
20200 citations
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: SUPERVISED INCREMENTAL HASHING 1 Supplementary Material : Supervised Incremental Hashing
Bahadir Ozdemir, Mahyar Najibi, L. Davis
20160 citations
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On Large-Scale Retrieval: Binary or n-ary Coding?
Mahyar Najibi, Mohammad Rastegari, L. Davis
2015arXiv.org0 citations
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Local Similarities, Global Coding: An Algorithm for Feature Coding and its Applications
Amirreza Shaban, H. Rabiee, Mahyar Najibi
20130 citations
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From Local Similarities to Global Coding: An Algorithm for Feature Coding and its Applications
Amirreza Shaban, H. Rabiee, Mahyar Najibi
2013arXiv.org0 citations
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