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Object Detection

Papers

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Showing 6101–6150 of 10957 papers

TitleStatusHype
Automatically Prepare Training Data for YOLO Using Robotic In-Hand Observation and SynthesisCode0
Underwater Object Tracker: UOSTrack for Marine Organism Grasping of Underwater VehiclesCode0
AShapeFormer: Semantics-Guided Object-Level Active Shape Encoding for 3D Object Detection via TransformersCode0
ObjectFusion: Multi-modal 3D Object Detection with Object-Centric Fusion—0
Self-Supervised Object Detection from Egocentric Videos—0
A Dynamic Dual-Processing Object Detection Framework Inspired by the Brain's Recognition Mechanism—0
s-Adaptive Decoupled Prototype for Few-Shot Object Detection—0
X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection—0
Exploring the Sim2Real Gap Using Digital Twins—0
Clusterformer: Cluster-based Transformer for 3D Object Detection in Point Clouds—0
Robust Domain Adaptive Object Detection with Unified Multi-Granularity AlignmentCode0
Achievement-Based Training Progress Balancing for Multi-Task LearningCode0
Evolved Part Masking for Self-Supervised Learning—0
CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection—0
Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection—0
Toward RAW Object Detection: A New Benchmark and a New Model—0
Camouflaged Object Detection With Feature Decomposition and Edge Reconstruction—0
Building Vision Transformers with Hierarchy Aware Feature Aggregation—0
DropKey for Vision Transformer—0
Angelic Patches for Improving Third-Party Object Detector PerformanceCode0
XiNet: Efficient Neural Networks for tinyML—0
Distilling Focal Knowledge From Imperfect Expert for 3D Object DetectionCode0
MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation—0
Discriminating Known From Unknown Objects via Structure-Enhanced Recurrent Variational AutoEncoderCode0
1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions—0
BiViT: Extremely Compressed Binary Vision Transformers—0
Masked Autoencoders Are Stronger Knowledge Distillers—0
Unsupervised Prompt Tuning for Text-Driven Object Detection—0
Modeling the Distributional Uncertainty for Salient Object Detection Models—0
Bidirectional Alignment for Domain Adaptive Detection with TransformersCode0
LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding—0
Lite DETR: An Interleaved Multi-Scale Encoder for Efficient DETR—0
Pixels, Regions, and Objects: Multiple Enhancement for Salient Object DetectionCode0
LiDAR-in-the-Loop Hyperparameter Optimization—0
Towards Universal LiDAR-Based 3D Object Detection by Multi-Domain Knowledge Transfer—0
Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization—0
UTM: A Unified Multiple Object Tracking Model With Identity-Aware Feature Enhancement—0
Semantic Information in Contrastive LearningCode0
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts—0
IS-GGT: Iterative Scene Graph Generation With Generative Transformers—0
RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training—0
ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector—0
Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution ObjectsCode0
Open-Vocabulary Object Detection With an Open Corpus—0
Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation—0
Automated Knowledge Distillation via Monte Carlo Tree SearchCode0
Implicit Surface Contrastive Clustering for LiDAR Point Clouds—0
Weak-Shot Object Detection Through Mutual Knowledge Transfer—0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks—0
Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus—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