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Object Detection

Papers

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Showing 3901–3950 of 10957 papers

TitleStatusHype
Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding—0
STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization—0
Model-agnostic explainable artificial intelligence for object detection in image dataCode0
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerCode1
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning—0
BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation—0
Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous DrivingCode1
MaMMUT: A Simple Architecture for Joint Learning for MultiModal TasksCode0
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar SignalsCode1
An intelligent modular real-time vision-based system for environment perceptionCode1
DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and TrackingCode1
MuRAL: Multi-Scale Region-based Active Learning for Object Detection—0
SimDistill: Simulated Multi-modal Distillation for BEV 3D Object DetectionCode1
Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation—0
De-coupling and De-positioning Dense Self-supervised LearningCode0
DiffULD: Diffusive Universal Lesion Detection—0
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Automated wildlife image classification: An active learning tool for ecological applicationsCode0
LinK: Linear Kernel for LiDAR-based 3D PerceptionCode1
Learning to Zoom and Unzoom—0
What Can Human Sketches Do for Object Detection?—0
Unsupervised Adaptation from Repeated Traversals for Autonomous DrivingCode0
A novel Multi to Single Module for small object detection—0
Addressing the Challenges of Open-World Object Detection—0
UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye ViewCode1
Ambiguity-Resistant Semi-Supervised Learning for Dense Object DetectionCode0
3D Video Object Detection with Learnable Object-Centric Global OptimizationCode1
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection—0
Transformer-based Multi-Instance Learning for Weakly Supervised Object Detection—0
Vision Transformer with Quadrangle AttentionCode2
Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations—0
Feature Shrinkage Pyramid for Camouflaged Object Detection with TransformersCode1
ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground SelectionCode1
Mind the Backbone: Minimizing Backbone Distortion for Robust Object DetectionCode0
Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation—0
Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection—0
Explainable Image Quality Assessment for Medical ImagingCode0
Ensemble-based Blackbox Attacks on Dense PredictionCode1
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object DetectionCode1
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone ImagesCode1
Freestyle Layout-to-Image SynthesisCode1
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection—0
Viewpoint Equivariance for Multi-View 3D Object DetectionCode1
Adaptive Base-class Suppression and Prior Guidance Network for One-Shot Object Detection—0
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection—0
Physically Adversarial Infrared Patches with Learnable Shapes and LocationsCode1
Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown ObjectsCode1
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object DetectionCode1
MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedCode0
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified