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Object Detection

Papers

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Showing 6001–6050 of 10957 papers

TitleStatusHype
Weakly Supervised Rotation-Invariant Aerial Object Detection NetworkCode1
OSKDet: Orientation-Sensitive Keypoint Localization for Rotated Object Detection—0
Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-DistillationCode1
Dimension Embeddings for Monocular 3D Object Detection—0
SS3D: Sparsely-Supervised 3D Object Detection From Point Cloud—0
Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection—0
WALT: Watch and Learn 2D Amodal Representation From Time-Lapse ImageryCode1
DetectorDetective: Investigating the Effects of Adversarial Examples on Object DetectorsCode0
Lite-MDETR: A Lightweight Multi-Modal Detector—0
LIFT: Learning 4D LiDAR Image Fusion Transformer for 3D Object Detection—0
Detecting Camouflaged Object in Frequency DomainCode1
DESTR: Object Detection With Split Transformer—0
R(Det)2: Randomized Decision Routing for Object Detection—0
Balanced and Hierarchical Relation Learning for One-Shot Object DetectionCode1
Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique—0
Kernelized Few-Shot Object Detection With Efficient Integral Aggregation—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection—0
Source-Free Object Detection by Learning To Overlook Domain StyleCode1
Point Cloud Pre-Training With Natural 3D StructuresCode1
Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer—0
A Unified Model for Line Projections in Catadioptric Cameras With Rotationally Symmetric MirrorsCode0
Semi-Supervised Object Detection via Multi-Instance Alignment With Global Class Prototypes—0
H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object DetectionCode1
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard WayCode1
Speed Up Object Detection on Gigapixel-Level Images With Patch Arrangement—0
Robust Region Feature Synthesizer for Zero-Shot Object DetectionCode1
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
Accurate and Real-time 3D Pedestrian Detection Using an Efficient Attentive Pillar NetworkCode1
Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems—0
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural NetworksCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
MetaGraspNet_v0: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse SynthesisCode1
Combining transformer and CNN for object detection in UAV imagery—0
Semi-supervised Salient Object Detection with Effective Confidence Estimation—0
The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection—0
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped AttentionCode0
Associative Adversarial Learning Based on Selective Attack—0
An Empirical Study of Adder Neural Networks for Object Detection—0
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction—0
Augmenting Convolutional networks with attention-based aggregationCode1
AlertTrap: A study on object detection in remote insects trap monitoring system using on-the-edge deep learning platformCode0
Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention ConvergenceCode0
Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to "See" More, Farther and Faster—0
Virtuoso: Video-based Intelligence for real-time tuning on SOCs—0
PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving—0
ELSA: Enhanced Local Self-Attention for Vision TransformerCode1
YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehiclesCode1
Few-Shot Object Detection: A Comprehensive Survey—0
Class-aware Sounding Objects Localization via Audiovisual CorrespondenceCode1
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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