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Object Detection

Papers

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Showing 4751–4800 of 10957 papers

TitleStatusHype
PCGen: Point Cloud Generator for LiDAR Simulation—0
Vision-Language Pre-training: Basics, Recent Advances, and Future TrendsCode3
Transformer-based Approach for Document Understanding—0
Object-Attentional Untargeted Adversarial Attack—0
Bridging the Domain Gap for Multi-Agent PerceptionCode1
AttTrack: Online Deep Attention Transfer for Multi-object Tracking—0
CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents—0
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining—0
SAILOR: Scaling Anchors via Insights into Latent Object RepresentationCode0
MOVE: Unsupervised Movable Object Segmentation and DetectionCode1
SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds—0
Exploring Long-Sequence Masked AutoencodersCode1
Application-Driven AI Paradigm for Hand-Held Action Detection—0
ImaginaryNet: Learning Object Detectors without Real Images and AnnotationsCode1
Dimensionality of datasets in object detection networksCode0
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object DetectionCode1
Self-supervised video pretraining yields robust and more human-aligned visual representations—0
MFFN: Multi-view Feature Fusion Network for Camouflaged Object DetectionCode1
Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement—0
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation LearningCode1
Latency-aware Spatial-wise Dynamic NetworksCode1
BoxMask: Revisiting Bounding Box Supervision for Video Object Detection—0
PSNet: Parallel Symmetric Network for Video Salient Object Detection—0
A Unified Framework with Meta-dropout for Few-shot Learning—0
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors—0
Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative LearningCode0
EnsembleMOT: A Step towards Ensemble Learning of Multiple Object TrackingCode1
OPERA: Omni-Supervised Representation Learning with Hierarchical SupervisionsCode1
CD-FSOD: A Benchmark for Cross-domain Few-shot Object DetectionCode1
Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning—0
The Equalization Losses: Gradient-Driven Training for Long-tailed Object RecognitionCode2
Prototypical VoteNet for Few-Shot 3D Point Cloud Object DetectionCode1
Deep Fourier Up-SamplingCode0
Fast Hierarchical Learning for Few-Shot Object Detection—0
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds—0
ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object Detection—0
Using Detection, Tracking and Prediction in Visual SLAM to Achieve Real-time Semantic Mapping of Dynamic Scenarios—0
Edge Device Deployment of Multi-Tasking Network for Self-Driving Operations—0
Deep object detection for waterbird monitoring using aerial imageryCode1
4D Unsupervised Object DiscoveryCode1
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training—0
VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature AlignmentCode1
CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point CloudsCode1
Precise Single-stage Detector—0
Does Thermal Really Always Matter for RGB-T Salient Object Detection?Code0
Towards Light Weight Object Detection System—0
Rethinking the Detection Head Configuration for Traffic Object Detection—0
Hierarchical Few-Shot Object Detection: Problem, Benchmark and MethodCode1
Training Deep Learning Algorithms on Synthetic Forest Images for Tree DetectionCode1
An Efficient Method for Detecting Asphalt Pavement Cracks and Sealed Cracks Based on a Deep Data-Driven ModelCode1
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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