DN-DETR: Accelerate DETR Training by Introducing Query DeNoising

Feng Li, Hao Zhang, Shilong Liu, +3

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersSlow Convergence Issue +16

DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Hao Zhang, Feng Li, Shilong Liu, +5

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringFeature DetectionMachine LearningR Boxes +16

Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation

Feng Li, Hao Zhang, Huaizhe Xu, +4

Convolutional Neural NetworkEngineeringFeature DetectionMachine LearningUnified Transformer-based Framework +18

DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

Shilong Liu, Feng Li, Hao Zhang, +5

arXiv (Cornell University)

Convolutional Neural NetworkNew FormulationEngineeringMachine LearningImage Analysis +20

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Shilong Liu, Zhaoyang Zeng, Tianhe Ren, +3

arXiv (Cornell University)

EngineeringMachine LearningGrounding DinoOpen-set Object DetectorOpen-set Object Detection +19

Query2Label: A Simple Transformer Way to Multi-Label Classification

Shilong Liu, Lei Zhang, Xiao Yang, +2

arXiv (Cornell University)

Multiple Instance LearningEngineeringMachine LearningLabel EmbeddingsText Mining +19

Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR

Feng Li, Ailing Zeng, Shilong Liu, +4

Detection HeadEngineeringMachine LearningFeature DetectionLite Detr +16

DN-DETR: Accelerate DETR Training by Introducing Query DeNoising

Feng Li, Hao Zhang, Shilong Liu, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

A Simple Framework for Open-Vocabulary Segmentation and Detection

Hao Zhang, Feng Li, Xueyan Zou, +4

Scene AnalysisEngineeringMachine LearningSimple FrameworkLanguage Processing +17

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Tianhe Ren, Shilong Liu, Ailing Zeng, +14

arXiv (Cornell University)

Artificial IntelligenceScene AnalysisEngineeringMachine LearningImage Analysis +19