← Authors

Mahyar Najibi

22 papers · 2016–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (36) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (9) 🌈 Renaissance Researcher (5) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (87) πŸ’Ž Century Club (22) πŸ”₯ Unstoppable (10)

Conferences

CVPR (6) NIPS (4) ICCV (3) ICML (3) AAAI (2) ECCV (2) EMNLP (1) ICLR (1)

Top co-authors

Larry S. Davis (8) Dragomir Anguelov (7) Yin Zhou (7) Charles R. Qi (5) Mohammad Rastegari (4) Jingwei Ji (3) Bharat Singh (3) Xinchen Yan (3) Ali Shafahi (3) Boyang Deng (3)

Research topics

Privacy (1)

Keywords

object detection (6) autonomous driving (4) point cloud (3) convolutional neural network (3) adversarial attack (3) 3d object detection (3) efficient computing (2) inference acceleration (2) region proposal network (2) adversarial training (2) iterative refinement (2) unsupervised learning (2) generative model (2) few-shot learning (1) data augmentation (1) model robustness (1) adversarial robustness (1) image classification (1) computational efficiency (1) face detection (1)

Papers

Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention EMNLP 2025
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache ICML 2025
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning ICML 2025
SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators ICLR 2025
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation ICML 2024
GINA-3D: Learning To Generate Implicit Neural Assets in the Wild CVPR 2023
3D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels CVPR 2023
Unsupervised 3D Perception with 2D Vision-Language Distillation for Autonomous Driving ICCV 2023
Improving the Intra-Class Long-Tail in 3D Detection via Rare Example Mining ECCV 2022
Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving ECCV 2022
Offboard 3D Object Detection From Point Cloud Sequences CVPR 2021
Revisiting 3D Object Detection From an Egocentric Perspective NIPS 2021
DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes CVPR 2020
Universal Adversarial Training AAAI 2020
Generate, Segment, and Refine: Towards Generic Manipulation Segmentation AAAI 2020
FA-RPN: Floating Region Proposals for Face Detection CVPR 2019
Adversarial training for free! NIPS 2019
AutoFocus: Efficient Multi-Scale Inference ICCV 2019
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks NIPS 2018
SNIPER: Efficient Multi-Scale Training NIPS 2018
SSH: Single Stage Headless Face Detector ICCV 2017
G-CNN: An Iterative Grid Based Object Detector CVPR 2016