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Object Detection

Papers

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Showing 7151–7200 of 10957 papers

TitleStatusHype
Uncertainty for Identifying Open-Set Errors in Visual Object DetectionCode1
Adaptive Class Suppression Loss for Long-Tail Object DetectionCode1
AAformer: Auto-Aligned Transformer for Person Re-Identification—0
HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object DetectionCode1
Two-phase weakly supervised object detection with pseudo ground truth mining—0
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles—0
Motion Guided Attention Fusion to Recognize Interactions from Videos—0
Anchor Pruning for Object DetectionCode0
SCALoss: Side and Corner Aligned Loss for Bounding Box RegressionCode1
Group-Free 3D Object Detection via TransformersCode1
A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping (vSLAM) into Mask R-CNN for Real-time Surgical Video Analysis—0
DA-DETR: Domain Adaptive Detection Transformer with Information Fusion—0
Scale-aware Automatic Augmentation for Object DetectionCode1
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object DetectionCode1
Fixing the Teacher-Student Knowledge Discrepancy in Distillation—0
Exploiting Invariance in Training Deep Neural NetworksCode0
Class-Aware Robust Adversarial Training for Object Detection—0
3D-MAN: 3D Multi-frame Attention Network for Object Detection—0
Multi-View Radar Semantic SegmentationCode1
Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object DetectionCode1
Delving into Localization Errors for Monocular 3D Object DetectionCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Improving robustness against common corruptions with frequency biased models—0
DAP: Detection-Aware Pre-training with Weak SupervisionCode0
Rethinking Spatial Dimensions of Vision TransformersCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Depth-conditioned Dynamic Message Propagation for Monocular 3D Object DetectionCode1
Detecting and Mapping Trees in Unstructured Environments with a Stereo Camera and Pseudo-LidarCode1
Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection—0
SIENet: Spatial Information Enhancement Network for 3D Object Detection from Point CloudCode1
Monitoring Object Detection Abnormalities via Data-Label and Post-Algorithm Abstractions—0
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image EncodingCode1
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersCode1
Fooling LiDAR Perception via Adversarial Trajectory PerturbationCode1
TransCenter: Transformers with Dense Representations for Multiple-Object TrackingCode1
COVID-19 personal protective equipment detection using real-time deep learning methodsCode0
When Few-Shot Learning Meets Video Object Detection—0
Exploiting Playbacks in Unsupervised Domain Adaptation for 3D Object Detection—0
OTA: Optimal Transport Assignment for Object DetectionCode1
Distilling Object Detectors via Decoupled FeaturesCode1
Learning to Track with Object PermanenceCode1
YOLinO: Generic Single Shot Polyline Detection in Real TimeCode1
Few-shot Weakly-Supervised Object Detection via Directional Statistics—0
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature AggregationCode1
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection—0
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain AdaptationCode1
Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsCode2
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark—0
USB: Universal-Scale Object Detection Benchmark—0
Gaussian Guided IoU: A Better Metric for Balanced Learning on Object Detection—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