Mahyar Najibi
22 papers · 2016–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Grand Slam
π§
Keyword Pioneer
ποΈ
Keyword Collector
(109)
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Century Club Β· Bronze
π₯
Unstoppable Β· Silver
Top co-authors
Research topics
Artificial Intelligence
(14)
Computer Vision
(12)
Deep Learning
(12)
Core AI
(12)
Machine Learning
(11)
Analysis
(11)
Application Areas
(7)
Learning Types Β· Deep Learning
(6)
Domain-Specific
(5)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Natural Language Processing
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory
(2)
Keywords
object detection
(6)
autonomous driving
(4)
3d object detection
(3)
convolutional neural network
(3)
point cloud
(3)
large language model
(3)
adversarial attack
(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)
Papers
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
ICML 2025
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
ICML 2025
SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators
ICLR 2025
Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention
EMNLP 2025
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
ICML 2024
3D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels
CVPR 2023
GINA-3D: Learning To Generate Implicit Neural Assets in the Wild
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
NeurIPS 2021
DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes
CVPR 2020
Generate, Segment, and Refine: Towards Generic Manipulation Segmentation
AAAI 2020
Universal Adversarial Training
AAAI 2020
Adversarial training for free!
NeurIPS 2019
AutoFocus: Efficient Multi-Scale Inference
ICCV 2019
FA-RPN: Floating Region Proposals for Face Detection
CVPR 2019
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
NeurIPS 2018
SNIPER: Efficient Multi-Scale Training
NeurIPS 2018
SSH: Single Stage Headless Face Detector
ICCV 2017
G-CNN: An Iterative Grid Based Object Detector
CVPR 2016