Cover Image

Exploring Graph-based Knowledge: Multi-Level Feature Distillation via Channels Relational Graph

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Zhiwei, Huang, Jun, Ma, Longhua, Wu, Chengyu, Ma, Hongyu
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Graph Relation Distillation for Efficient Biomedical Instance Segmentation
by: Liu, Xiaoyu, et al.
Published: (2024)

VRM: Knowledge Distillation via Virtual Relation Matching
by: Zhang, Weijia, et al.
Published: (2025)

RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
by: Bang, Geonho, et al.
Published: (2024)

SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification
by: Shu, Tong, et al.
Published: (2024)

GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph Creation
by: Banerjee, Ayan, et al.
Published: (2024)

Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation
by: Liang, Jiawei, et al.
Published: (2022)

PRG: Prompt-Based Distillation Without Annotation via Proxy Relational Graph
by: Xu, Yijin, et al.
Published: (2024)

Multi-Level Decoupled Relational Distillation for Heterogeneous Architectures
by: Yang, Yaoxin, et al.
Published: (2025)

Local Dense Logit Relations for Enhanced Knowledge Distillation
by: Xu, Liuchi, et al.
Published: (2025)

Few-Shot Precise Event Spotting via Unified Multi-Entity Graph and Distillation
by: Liu, Zhaoyu, et al.
Published: (2025)

DFMSD: Dual Feature Masking Stage-wise Knowledge Distillation for Object Detection
by: Zhang, Zhourui, et al.
Published: (2024)

Fundus Image-based Glaucoma Screening via Retinal Knowledge-Oriented Dynamic Multi-Level Feature Integration
by: Zhou, Yuzhuo, et al.
Published: (2026)

Leveraging Foundation Models via Knowledge Distillation in Multi-Object Tracking: Distilling DINOv2 Features to FairMOT
by: Faber, Niels G., et al.
Published: (2024)

Distilling Cross-Modal Knowledge via Feature Disentanglement
by: Liu, Junhong, et al.
Published: (2025)

A Feature Matching Method Based on Multi-Level Refinement Strategy
by: Zhang, Shaojie, et al.
Published: (2024)

Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning
by: Ma, Wanli, et al.
Published: (2024)

Cross-Slice Knowledge Transfer via Masked Multi-Modal Heterogeneous Graph Contrastive Learning for Spatial Gene Expression Inference
by: Shi, Zhiceng, et al.
Published: (2026)

Compressing Multi-Task Model for Autonomous Driving via Pruning and Knowledge Distillation
by: Wang, Jiayuan, et al.
Published: (2025)

Structure-Centric Robust Monocular Depth Estimation via Knowledge Distillation
by: Chen, Runze, et al.
Published: (2024)

Enhancing Indoor Occupancy Prediction via Sparse Query-Based Multi-Level Consistent Knowledge Distillation
by: Li, Xiang, et al.
Published: (2026)

Reliable Multi-Modal Object Re-Identification via Modality-Aware Graph Reasoning
by: Wan, Xixi, et al.
Published: (2025)

Scale Equalization for Multi-Level Feature Fusion
by: Kim, Bum Jun, et al.
Published: (2024)

From Performance to Practice: Knowledge-Distilled Segmentator for On-Premises Clinical Workflows
by: Lan, Qizhen, et al.
Published: (2026)

DynSTG-Mamba: Dynamic Spatio-Temporal Graph Mamba with Cross-Graph Knowledge Distillation for Gait Disorders Recognition
by: Zrimek, Zakariae, et al.
Published: (2025)

CLIP-RD: Relative Distillation for Efficient CLIP Knowledge Distillation
by: Chung, Jeannie, et al.
Published: (2026)

SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector
by: Ma, Shuailei, et al.
Published: (2023)

EgoGraph: Temporal Knowledge Graph for Egocentric Video Understanding
by: Sun, Shitong, et al.
Published: (2026)

Enhancing Visual Programming for Visual Reasoning via Probabilistic Graphs
by: Wan, Wentao, et al.
Published: (2025)

Cross-View Consistency Regularisation for Knowledge Distillation
by: Zhang, Weijia, et al.
Published: (2024)

Knowledge Distillation for Feature Extraction in Underwater VSLAM
by: Yang, Jinghe, et al.
Published: (2023)

One-Shot Knowledge Transfer for Scalable Person Re-Identification
by: Li, Longhua, et al.
Published: (2025)

Compositional Feature Augmentation for Unbiased Scene Graph Generation
by: Li, Lin, et al.
Published: (2023)

Knowledge Distillation for Underwater Feature Extraction and Matching via GAN-synthesized Images
by: Yang, Jinghe, et al.
Published: (2025)

ClinKD: Cross-Modal Clinical Knowledge Distiller For Multi-Task Medical Images
by: Ge, Hongyu, et al.
Published: (2025)

Relative Difficulty Distillation for Semantic Segmentation
by: Liang, Dong, et al.
Published: (2024)

MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition
by: Zheng, Naichuan, et al.
Published: (2024)

Learning with Semantic Priors: Stabilizing Point-Supervised Infrared Small Target Detection via Hierarchical Knowledge Distillation
by: Yao, Yuanhang, et al.
Published: (2026)

CanKD: Cross-Attention-based Non-local operation for Feature-based Knowledge Distillation
by: Sun, Shizhe, et al.
Published: (2025)

Feature Fusion and Knowledge-Distilled Multi-Modal Multi-Target Detection
by: Do, Ngoc Tuyen, et al.
Published: (2025)

Multi-modal Knowledge Distillation-based Human Trajectory Forecasting
by: Jeong, Jaewoo, et al.
Published: (2025)