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Object Detection

Papers

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Showing 1901–1950 of 10957 papers

TitleStatusHype
Adaptive Guidance Learning for Camouflaged Object DetectionCode0
PVTransformer: Point-to-Voxel Transformer for Scalable 3D Object Detection—0
A Toolchain for Comprehensive Audio/Video Analysis Using Deep Learning Based Multimodal Approach (A use case of riot or violent context detection)—0
Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation—0
PointCompress3D: A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems—0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Segmentation-Free Outcome Prediction from Head and Neck Cancer PET/CT Images: Deep Learning-Based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs)Code0
Towards Consistent Object Detection via LiDAR-Camera SynergyCode1
Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object DetectionCode0
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients—0
UniFS: Universal Few-shot Instance Perception with Point RepresentationsCode1
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World—0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation—0
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object DetectionCode0
Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning—0
Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images—0
SeePerSea: Multi-modal Perception Dataset of In-water Objects for Autonomous Surface Vehicles—0
CoSense3D: an Agent-based Efficient Learning Framework for Collective PerceptionCode1
Leveraging PointNet and PointNet++ for Lyft Point Cloud Classification Challenge—0
MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object DetectionCode1
FAD-SAR: A Novel Fishing Activity Detection System via Synthetic Aperture Radar Images Based on Deep Learning Method—0
RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation—0
Reliable Student: Addressing Noise in Semi-Supervised 3D Object DetectionCode1
BoostRad: Enhancing Object Detection by Boosting Radar Reflections—0
A Hybrid Approach for Document Layout Analysis in Document images—0
Cost-Sensitive Uncertainty-Based Failure Recognition for Object DetectionCode0
Inhomogeneous illumination image enhancement under ex-tremely low visibility condition—0
CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather ConditionsCode2
Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban IntersectionCode1
Motor Focus: Fast Ego-Motion Prediction for Assistive Visual NavigationCode0
Generating Minimalist Adversarial Perturbations to Test Object-Detection Models: An Adaptive Multi-Metric Evolutionary Search ApproachCode0
Self-Balanced R-CNN for Instance SegmentationCode0
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks—0
Commonsense Prototype for Outdoor Unsupervised 3D Object DetectionCode2
Cross-Domain Spatial Matching for Camera and Radar Sensor Data Fusion in Autonomous Vehicle Perception System—0
Steal Now and Attack Later: Evaluating Robustness of Object Detection against Black-box Adversarial Attacks—0
Vision Transformer-based Adversarial Domain AdaptationCode0
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models—0
Revisiting Out-of-Distribution Detection in LiDAR-based 3D Object DetectionCode1
A Survey on Visual MambaCode4
Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object SupervisionCode0
Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection—0
CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection—0
Unified Unsupervised Salient Object Detection via Knowledge TransferCode1
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection—0
Efficient Transformer Encoders for Mask2Former-style modelsCode0
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal SegmentationCode0
ContextualFusion: Context-Based Multi-Sensor Fusion for 3D Object Detection in Adverse Operating Conditions—0
Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions—0
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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