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Object Detection

Papers

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Showing 6151–6200 of 10957 papers

TitleStatusHype
Object-Aware Cropping for Self-Supervised LearningCode1
Confidence Propagation Cluster: Unleash Full Potential of Object DetectorsCode1
PolarStream: Streaming Object Detection and Segmentation with Polar Pillars—0
Focal Attention for Long-Range Interactions in Vision TransformersCode1
Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation LearningCode1
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection—0
Memory-efficient Patch-based Inference for Tiny Deep Learning—0
Recurrent Bayesian Classifier Chains for Exact Multi-Label ClassificationCode0
Pooling by Sliced-Wasserstein EmbeddingCode1
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary EnhancementCode1
Set Prediction in the Latent SpaceCode0
Container: Context Aggregation NetworksCode1
Event-Based Fusion for Motion Deblurring with Cross-modal AttentionCode1
TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual InformationCode1
Pattern-Aware Data Augmentation for LiDAR 3D Object Detection—0
ePose: Let's Make EfficientPose More Generally ApplicableCode0
Large-Scale Video Analytics through Object-Level Consolidation—0
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks—0
A Unified Pruning Framework for Vision TransformersCode1
HRNET: AI on Edge for mask detection and social distancingCode0
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object DetectionCode1
Searching the Search Space of Vision TransformerCode1
Recurrent Vision Transformer for Solving Visual Reasoning Problems—0
Building extraction with vision transformer—0
Sparse DETR: Efficient End-to-End Object Detection with Learnable SparsityCode1
VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion—0
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse MotionCode1
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
ESGN: Efficient Stereo Geometry Network for Fast 3D Object Detection—0
Automated Detection of Patients in Hospital Video Recordings—0
EffCNet: An Efficient CondenseNet for Image Classification on NXP BlueBox—0
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection—0
Reinforcement Explanation Learning—0
CDNet is all you need: Cascade DCN based underwater object detection RCNNCode1
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio—0
Uncertainty Aware Proposal Segmentation for Unknown Object Detection—0
BoxeR: Box-Attention for 2D and 3D TransformersCode1
Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A BenchmarkCode1
NomMer: Nominate Synergistic Context in Vision Transformer for Visual RecognitionCode1
Joint stereo 3D object detection and implicit surface reconstructionCode0
Robust Object Detection with Multi-input Multi-output Faster R-CNN—0
Cross-Domain Adaptive Teacher for Object DetectionCode1
Semi-supervised Object Detection via Virtual Category Learning—0
Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild?—0
Track Boosting and Synthetic Data Aided Drone Detection—0
An Image Patch is a Wave: Phase-Aware Vision MLPCode0
PeCo: Perceptual Codebook for BERT Pre-training of Vision TransformersCode1
Few-Shot Object Detection via Association and DIscriminationCode1
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset—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