Explainability-Inspired Layer-Wise Pruning of Deep Neural Networks for Efficient Object Detection
Fuente:
arXiv
Guardado en:
| Autores principales: | Shukla, Abhinav, Tapas, Nachiket |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Explainability of Deep Neural Networks for Brain Tumor Detection
por: Park, S., et al.
Publicado: (2024)
por: Park, S., et al.
Publicado: (2024)
ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks
por: Hu, Wenhao, et al.
Publicado: (2025)
por: Hu, Wenhao, et al.
Publicado: (2025)
Formal Verification of Deep Neural Networks for Object Detection
por: Elboher, Yizhak Y., et al.
Publicado: (2024)
por: Elboher, Yizhak Y., et al.
Publicado: (2024)
ABHINAW: A method for Automatic Evaluation of Typography within AI-Generated Images
por: Jagtap, Abhinaw, et al.
Publicado: (2024)
por: Jagtap, Abhinaw, et al.
Publicado: (2024)
Generalizing Monocular 3D Object Detection
por: Kumar, Abhinav
Publicado: (2025)
por: Kumar, Abhinav
Publicado: (2025)
FGP: Feature-Gradient-Prune for Efficient Convolutional Layer Pruning
por: Lv, Qingsong, et al.
Publicado: (2024)
por: Lv, Qingsong, et al.
Publicado: (2024)
Brain-Inspired Efficient Pruning: Exploiting Criticality in Spiking Neural Networks
por: Chen, Shuo, et al.
Publicado: (2023)
por: Chen, Shuo, et al.
Publicado: (2023)
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning
por: Wang, Kunyu, et al.
Publicado: (2025)
por: Wang, Kunyu, et al.
Publicado: (2025)
Quantum-Inspired Spectral Geometry for Neural Operator Equivalence and Structured Pruning
por: Shao, Haijian, et al.
Publicado: (2025)
por: Shao, Haijian, et al.
Publicado: (2025)
Deep Convolutional Neural Networks Structured Pruning via Gravity Regularization
por: Ferdi, Abdesselam
Publicado: (2024)
por: Ferdi, Abdesselam
Publicado: (2024)
Evolution-Inspired Sample Competition for Deep Neural Network Optimization
por: Zheng, Ying, et al.
Publicado: (2026)
por: Zheng, Ying, et al.
Publicado: (2026)
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
por: Sung, Yi-Lin, et al.
Publicado: (2023)
por: Sung, Yi-Lin, et al.
Publicado: (2023)
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging
por: Kim, Jinuk, et al.
Publicado: (2024)
por: Kim, Jinuk, et al.
Publicado: (2024)
Mix-and-Match Pruning: Globally Guided Layer-Wise Sparsification of DNNs
por: Monachan, Danial, et al.
Publicado: (2026)
por: Monachan, Danial, et al.
Publicado: (2026)
C-SWAP: Explainability-Aware Structured Pruning for Efficient Neural Networks Compression
por: Bauvin, Baptiste, et al.
Publicado: (2025)
por: Bauvin, Baptiste, et al.
Publicado: (2025)
TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit
por: Hu, Pignge, et al.
Publicado: (2024)
por: Hu, Pignge, et al.
Publicado: (2024)
LinDeps: A Fine-tuning Free Post-Pruning Method to Remove Layer-Wise Linear Dependencies with Guaranteed Performance Preservation
por: Henry, Maxim, et al.
Publicado: (2025)
por: Henry, Maxim, et al.
Publicado: (2025)
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation
por: Han, Ruizi, et al.
Publicado: (2024)
por: Han, Ruizi, et al.
Publicado: (2024)
Towards Intrinsic-Aware Monocular 3D Object Detection
por: Zhang, Zhihao, et al.
Publicado: (2026)
por: Zhang, Zhihao, et al.
Publicado: (2026)
Efficient Object Detection of Marine Debris using Pruned YOLO Model
por: Aryaza, Abi, et al.
Publicado: (2025)
por: Aryaza, Abi, et al.
Publicado: (2025)
Prune Wisely, Reconstruct Sharply: Compact 3D Gaussian Splatting via Adaptive Pruning and Difference-of-Gaussian Primitives
por: Wang, Haoran, et al.
Publicado: (2026)
por: Wang, Haoran, et al.
Publicado: (2026)
Seg2Box: 3D Object Detection by Point-Wise Semantics Supervision
por: Zheng, Maoji, et al.
Publicado: (2025)
por: Zheng, Maoji, et al.
Publicado: (2025)
SeSame: Simple, Easy 3D Object Detection with Point-Wise Semantics
por: O, Hayeon, et al.
Publicado: (2024)
por: O, Hayeon, et al.
Publicado: (2024)
CATP: Confidence-Aware Token Pruning for Camouflaged Object Detection
por: Gao, Yuhan, et al.
Publicado: (2026)
por: Gao, Yuhan, et al.
Publicado: (2026)
3D Small Object Detection with Dynamic Spatial Pruning
por: Xu, Xiuwei, et al.
Publicado: (2023)
por: Xu, Xiuwei, et al.
Publicado: (2023)
Enhancing Small Object Encoding in Deep Neural Networks: Introducing Fast&Focused-Net with Volume-wise Dot Product Layer
por: Tofik, Ali, et al.
Publicado: (2024)
por: Tofik, Ali, et al.
Publicado: (2024)
Novel Human Machine Interface via Robust Hand Gesture Recognition System using Channel Pruned YOLOv5s Model
por: Sen, Abir, et al.
Publicado: (2024)
por: Sen, Abir, et al.
Publicado: (2024)
Object Detection Based on Distributed Convolutional Neural Networks
por: Sun, Liang
Publicado: (2026)
por: Sun, Liang
Publicado: (2026)
SU-YOLO: Spiking Neural Network for Efficient Underwater Object Detection
por: Li, Chenyang, et al.
Publicado: (2025)
por: Li, Chenyang, et al.
Publicado: (2025)
An Explainable Fast Deep Neural Network for Emotion Recognition
por: Di Luzio, Francesco, et al.
Publicado: (2024)
por: Di Luzio, Francesco, et al.
Publicado: (2024)
Radiology Report Generation with Layer-Wise Anatomical Attention
por: Muñiz-De-León, Emmanuel D., et al.
Publicado: (2025)
por: Muñiz-De-León, Emmanuel D., et al.
Publicado: (2025)
SpikeDet: Better Firing Patterns for Accurate and Energy-Efficient Object Detection with Spiking Neural Networks
por: Fan, Yimeng, et al.
Publicado: (2025)
por: Fan, Yimeng, et al.
Publicado: (2025)
Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation
por: Vukadin, Davor, et al.
Publicado: (2024)
por: Vukadin, Davor, et al.
Publicado: (2024)
Bayesian Multi-Scale Neural Network for Crowd Counting
por: Sagar, Abhinav
Publicado: (2020)
por: Sagar, Abhinav
Publicado: (2020)
INTERLACE: Interleaved Layer Pruning and Efficient Adaptation in Large Vision-Language Models
por: Madinei, Parsa, et al.
Publicado: (2025)
por: Madinei, Parsa, et al.
Publicado: (2025)
DualGazeNet: A Biologically Inspired Dual-Gaze Query Network for Salient Object Detection
por: Zhang, Yu, et al.
Publicado: (2025)
por: Zhang, Yu, et al.
Publicado: (2025)
Progressive Multi-Modal Fusion for Robust 3D Object Detection
por: Mohan, Rohit, et al.
Publicado: (2024)
por: Mohan, Rohit, et al.
Publicado: (2024)
QP-SNN: Quantized and Pruned Spiking Neural Networks
por: Wei, Wenjie, et al.
Publicado: (2025)
por: Wei, Wenjie, et al.
Publicado: (2025)
Block Pruning for Enhanced Efficiency in Convolutional Neural Networks
por: Wu, Cheng-En, et al.
Publicado: (2023)
por: Wu, Cheng-En, et al.
Publicado: (2023)
Rapid Salient Object Detection with Difference Convolutional Neural Networks
por: Su, Zhuo, et al.
Publicado: (2025)
por: Su, Zhuo, et al.
Publicado: (2025)
Ejemplares similares
-
Explainability of Deep Neural Networks for Brain Tumor Detection
por: Park, S., et al.
Publicado: (2024) -
ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks
por: Hu, Wenhao, et al.
Publicado: (2025) -
Formal Verification of Deep Neural Networks for Object Detection
por: Elboher, Yizhak Y., et al.
Publicado: (2024) -
ABHINAW: A method for Automatic Evaluation of Typography within AI-Generated Images
por: Jagtap, Abhinaw, et al.
Publicado: (2024) -
Generalizing Monocular 3D Object Detection
por: Kumar, Abhinav
Publicado: (2025)