Centerness-based Instance-aware Knowledge Distillation with Task-wise Mutual Lifting for Object Detection on Drone Imagery
Fuente:
arXiv
Guardado en:
| Autores principales: | Du, Bowei, Liao, Zhixuan, Zhang, Yanan, Cai, Zhi, Chen, Jiaxin, Huang, Di |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Test-Time Adaptive Object Detection with Foundation Model
por: Gao, Yingjie, et al.
Publicado: (2025)
por: Gao, Yingjie, et al.
Publicado: (2025)
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery
por: Zhang, Yuqi, et al.
Publicado: (2024)
por: Zhang, Yuqi, et al.
Publicado: (2024)
Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning
por: Shu, Chen, et al.
Publicado: (2025)
por: Shu, Chen, et al.
Publicado: (2025)
Towards Unbiased Source-Free Object Detection via Vision Foundation Models
por: Cai, Zhi, et al.
Publicado: (2026)
por: Cai, Zhi, et al.
Publicado: (2026)
DFMSD: Dual Feature Masking Stage-wise Knowledge Distillation for Object Detection
por: Zhang, Zhourui, et al.
Publicado: (2024)
por: Zhang, Zhourui, et al.
Publicado: (2024)
Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection
por: Wang, Zengran, et al.
Publicado: (2025)
por: Wang, Zengran, et al.
Publicado: (2025)
SAMKD: Spatial-aware Adaptive Masking Knowledge Distillation for Object Detection
por: Zhang, Zhourui, et al.
Publicado: (2025)
por: Zhang, Zhourui, et al.
Publicado: (2025)
Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery
por: Teng, Mélisande, et al.
Publicado: (2025)
por: Teng, Mélisande, et al.
Publicado: (2025)
Multi-Species Object Detection in Drone Imagery for Population Monitoring of Endangered Animals
por: Sankaran, Sowmya
Publicado: (2024)
por: Sankaran, Sowmya
Publicado: (2024)
SOPSeg: Prompt-based Small Object Instance Segmentation in Remote Sensing Imagery
por: Wang, Chenhao, et al.
Publicado: (2025)
por: Wang, Chenhao, et al.
Publicado: (2025)
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection
por: Feng, Yongchao, et al.
Publicado: (2023)
por: Feng, Yongchao, et al.
Publicado: (2023)
DroneMOT: Drone-based Multi-Object Tracking Considering Detection Difficulties and Simultaneous Moving of Drones and Objects
por: Wang, Peng, et al.
Publicado: (2024)
por: Wang, Peng, et al.
Publicado: (2024)
Task-wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images
por: Huang, Zhanchao, et al.
Publicado: (2022)
por: Huang, Zhanchao, et al.
Publicado: (2022)
Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithm
por: Huang, Guanming, et al.
Publicado: (2024)
por: Huang, Guanming, et al.
Publicado: (2024)
DroneScan-YOLO: Redundancy-Aware Lightweight Detection for Tiny Objects in UAV Imagery
por: Bellec, Yann V.
Publicado: (2026)
por: Bellec, Yann V.
Publicado: (2026)
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection
por: Gao, Yingjie, et al.
Publicado: (2024)
por: Gao, Yingjie, et al.
Publicado: (2024)
Cross-Domain Dead Tree Detection via Knowledge Distillation in Aerial Imagery
por: Rahman, Anis Ur, et al.
Publicado: (2026)
por: Rahman, Anis Ur, et al.
Publicado: (2026)
Domain-invariant Progressive Knowledge Distillation for UAV-based Object Detection
por: Yao, Liang, et al.
Publicado: (2024)
por: Yao, Liang, et al.
Publicado: (2024)
Saliency-Guided Deep Learning for Bridge Defect Detection in Drone Imagery
por: Hebbache, Loucif, et al.
Publicado: (2025)
por: Hebbache, Loucif, et al.
Publicado: (2025)
STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning
por: Zhang, Yanan, et al.
Publicado: (2024)
por: Zhang, Yanan, et al.
Publicado: (2024)
CoSDH: Communication-Efficient Collaborative Perception via Supply-Demand Awareness and Intermediate-Late Hybridization
por: Xu, Junhao, et al.
Publicado: (2025)
por: Xu, Junhao, et al.
Publicado: (2025)
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes
por: Cai, Zhi, et al.
Publicado: (2024)
por: Cai, Zhi, et al.
Publicado: (2024)
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection
por: Kim, Sanmin, et al.
Publicado: (2024)
por: Kim, Sanmin, et al.
Publicado: (2024)
From Semantics, Scene to Instance-awareness: Distilling Foundation Model for Grounded Open-vocabulary Situation Recognition
por: Cai, Chen, et al.
Publicado: (2025)
por: Cai, Chen, et al.
Publicado: (2025)
Vision-based Lifting of 2D Object Detections for Automated Driving
por: Königshof, Hendrik, et al.
Publicado: (2025)
por: Königshof, Hendrik, et al.
Publicado: (2025)
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation
por: Liang, Jiawei, et al.
Publicado: (2022)
por: Liang, Jiawei, et al.
Publicado: (2022)
Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection
por: Yi, Junfei, et al.
Publicado: (2024)
por: Yi, Junfei, et al.
Publicado: (2024)
CrossKD: Cross-Head Knowledge Distillation for Object Detection
por: Wang, Jiabao, et al.
Publicado: (2023)
por: Wang, Jiabao, et al.
Publicado: (2023)
Align-DETR: Enhancing End-to-end Object Detection with Aligned Loss
por: Cai, Zhi, et al.
Publicado: (2023)
por: Cai, Zhi, et al.
Publicado: (2023)
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
por: Bang, Geonho, et al.
Publicado: (2024)
por: Bang, Geonho, et al.
Publicado: (2024)
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective
por: Zhu, Wencheng, et al.
Publicado: (2024)
por: Zhu, Wencheng, et al.
Publicado: (2024)
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection
por: Huang, Xun, et al.
Publicado: (2024)
por: Huang, Xun, et al.
Publicado: (2024)
Mitigating the Impact of Prominent Position Shift in Drone-based RGBT Object Detection
por: Zhang, Yan, et al.
Publicado: (2025)
por: Zhang, Yan, et al.
Publicado: (2025)
Knowledge Distillation via the Target-aware Transformer
por: Lin, Sihao, et al.
Publicado: (2022)
por: Lin, Sihao, et al.
Publicado: (2022)
Task Integration Distillation for Object Detectors
por: Su, Hai, et al.
Publicado: (2024)
por: Su, Hai, et al.
Publicado: (2024)
GRA: Detecting Oriented Objects through Group-wise Rotating and Attention
por: Wang, Jiangshan, et al.
Publicado: (2024)
por: Wang, Jiangshan, et al.
Publicado: (2024)
Active Object Detection with Knowledge Aggregation and Distillation from Large Models
por: Yang, Dejie, et al.
Publicado: (2024)
por: Yang, Dejie, et al.
Publicado: (2024)
Trace3D: Consistent Segmentation Lifting via Gaussian Instance Tracing
por: Shen, Hongyu, et al.
Publicado: (2025)
por: Shen, Hongyu, et al.
Publicado: (2025)
Improving Knowledge Distillation in Transfer Learning with Layer-wise Learning Rates
por: Kokane, Shirley, et al.
Publicado: (2024)
por: Kokane, Shirley, et al.
Publicado: (2024)
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation
por: Chang, Laibin, et al.
Publicado: (2025)
por: Chang, Laibin, et al.
Publicado: (2025)
Ejemplares similares
-
Test-Time Adaptive Object Detection with Foundation Model
por: Gao, Yingjie, et al.
Publicado: (2025) -
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery
por: Zhang, Yuqi, et al.
Publicado: (2024) -
Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning
por: Shu, Chen, et al.
Publicado: (2025) -
Towards Unbiased Source-Free Object Detection via Vision Foundation Models
por: Cai, Zhi, et al.
Publicado: (2026) -
DFMSD: Dual Feature Masking Stage-wise Knowledge Distillation for Object Detection
por: Zhang, Zhourui, et al.
Publicado: (2024)