Improving Adversarial Robustness Through Adaptive Learning-Driven Multi-Teacher Knowledge Distillation
Fuente:
arXiv
Saved in:
| Main Authors: | Ullah, Hayat, Zaidi, Syed Muhammad Talha, Munir, Arslan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DVFL-Net: A Lightweight Distilled Video Focal Modulation Network for Spatio-Temporal Action Recognition
by: Ullah, Hayat, et al.
Published: (2025)
by: Ullah, Hayat, et al.
Published: (2025)
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization
by: Ullah, Hayat, et al.
Published: (2025)
by: Ullah, Hayat, et al.
Published: (2025)
OD-VIRAT: A Large-Scale Benchmark for Object Detection in Realistic Surveillance Environments
by: Ullah, Hayat, et al.
Published: (2025)
by: Ullah, Hayat, et al.
Published: (2025)
Estimating Human Poses Across Datasets: A Unified Skeleton and Multi-Teacher Distillation Approach
by: Khan, Muhammad Saif Ullah, et al.
Published: (2024)
by: Khan, Muhammad Saif Ullah, et al.
Published: (2024)
Dynamic Guidance Adversarial Distillation with Enhanced Teacher Knowledge
by: Park, Hyejin, et al.
Published: (2024)
by: Park, Hyejin, et al.
Published: (2024)
Multi Teacher Privileged Knowledge Distillation for Multimodal Expression Recognition
by: Aslam, Muhammad Haseeb, et al.
Published: (2024)
by: Aslam, Muhammad Haseeb, et al.
Published: (2024)
MMT-ARD: Multimodal Multi-Teacher Adversarial Distillation for Robust Vision-Language Models
by: Li, Yuqi, et al.
Published: (2025)
by: Li, Yuqi, et al.
Published: (2025)
Temperature-Driven Robust Disease Detection in Brain and Gastrointestinal Disorders via Context-Aware Adaptive Knowledge Distillation
by: Khan, Saif Ur Rehman, et al.
Published: (2025)
by: Khan, Saif Ur Rehman, et al.
Published: (2025)
Classroom-Inspired Multi-Mentor Distillation with Adaptive Learning Strategies
by: Sarode, Shalini, et al.
Published: (2024)
by: Sarode, Shalini, et al.
Published: (2024)
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition
by: Yang, Chuanguang, et al.
Published: (2025)
by: Yang, Chuanguang, et al.
Published: (2025)
GRAZE: Grounded Refinement and Motion-Aware Zero-Shot Event Localization
by: Zaidi, Syed Ahsan Masud, et al.
Published: (2026)
by: Zaidi, Syed Ahsan Masud, et al.
Published: (2026)
Distilling Adversarial Robustness Using Heterogeneous Teachers
by: Deng, Jieren, et al.
Published: (2024)
by: Deng, Jieren, et al.
Published: (2024)
Mitigating Accuracy-Robustness Trade-off via Balanced Multi-Teacher Adversarial Distillation
by: Zhao, Shiji, et al.
Published: (2023)
by: Zhao, Shiji, et al.
Published: (2023)
Pathryoshka: Compressing Pathology Foundation Models via Multi-Teacher Knowledge Distillation with Nested Embeddings
by: Grashei, Christian, et al.
Published: (2025)
by: Grashei, Christian, et al.
Published: (2025)
MMARD: Improving the Min-Max Optimization Process in Adversarial Robustness Distillation
by: Wang, Yuzheng, et al.
Published: (2025)
by: Wang, Yuzheng, et al.
Published: (2025)
Efficient Temporal Sentence Grounding in Videos with Multi-Teacher Knowledge Distillation
by: Liang, Renjie, et al.
Published: (2023)
by: Liang, Renjie, et al.
Published: (2023)
ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions
by: AlHindaassi, Fatmah, et al.
Published: (2025)
by: AlHindaassi, Fatmah, et al.
Published: (2025)
Student-Oriented Teacher Knowledge Refinement for Knowledge Distillation
by: Shen, Chaomin, et al.
Published: (2024)
by: Shen, Chaomin, et al.
Published: (2024)
MorphGen: Morphology-Guided Representation Learning for Robust Single-Domain Generalization in Histopathological Cancer Classification
by: Khan, Hikmat, et al.
Published: (2025)
by: Khan, Hikmat, et al.
Published: (2025)
Efficient Learned Image Compression Through Knowledge Distillation
by: Allemand, Fabien, et al.
Published: (2025)
by: Allemand, Fabien, et al.
Published: (2025)
Next-Generation License Plate Detection and Recognition System using YOLOv8
by: Amin, Arslan, et al.
Published: (2025)
by: Amin, Arslan, et al.
Published: (2025)
Meta-Learned Modality-Weighted Knowledge Distillation for Robust Multi-Modal Learning with Missing Data
by: Wang, Hu, et al.
Published: (2024)
by: Wang, Hu, et al.
Published: (2024)
A Deep Learning Pipeline for Epilepsy Genomic Analysis Using GPT-2 XL and NVIDIA H100
by: Latif, Muhammad Omer, et al.
Published: (2025)
by: Latif, Muhammad Omer, et al.
Published: (2025)
Can Students Beyond The Teacher? Distilling Knowledge from Teacher's Bias
by: Zhang, Jianhua, et al.
Published: (2024)
by: Zhang, Jianhua, et al.
Published: (2024)
Robust Dataset Distillation by Matching Adversarial Trajectories
by: Lai, Wei, et al.
Published: (2025)
by: Lai, Wei, et al.
Published: (2025)
BEARD: Benchmarking the Adversarial Robustness for Dataset Distillation
by: Zhou, Zheng, et al.
Published: (2024)
by: Zhou, Zheng, et al.
Published: (2024)
Indirect Gradient Matching for Adversarial Robust Distillation
by: Lee, Hongsin, et al.
Published: (2023)
by: Lee, Hongsin, et al.
Published: (2023)
DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation
by: Wu, Yifan, et al.
Published: (2024)
by: Wu, Yifan, et al.
Published: (2024)
Distilling Balanced Knowledge from a Biased Teacher
by: Kim, Seonghak
Published: (2025)
by: Kim, Seonghak
Published: (2025)
Enriching Knowledge Distillation with Cross-Modal Teacher Fusion
by: Mansourian, Amir M., et al.
Published: (2025)
by: Mansourian, Amir M., et al.
Published: (2025)
Improving the Transferability of Adversarial Examples by Inverse Knowledge Distillation
by: Wu, Wenyuan, et al.
Published: (2025)
by: Wu, Wenyuan, et al.
Published: (2025)
AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition
by: Boutros, Fadi, et al.
Published: (2024)
by: Boutros, Fadi, et al.
Published: (2024)
Explainability-Driven Leaf Disease Classification Using Adversarial Training and Knowledge Distillation
by: Echim, Sebastian-Vasile, et al.
Published: (2023)
by: Echim, Sebastian-Vasile, et al.
Published: (2023)
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation
by: Lee, Jungsoo, et al.
Published: (2025)
by: Lee, Jungsoo, et al.
Published: (2025)
Improving Knowledge Distillation Under Unknown Covariate Shift Through Confidence-Guided Data Augmentation
by: Popp, Niclas, et al.
Published: (2025)
by: Popp, Niclas, et al.
Published: (2025)
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification
by: Sinha, Sankalp, et al.
Published: (2024)
by: Sinha, Sankalp, et al.
Published: (2024)
Sample-wise Adaptive Weighting for Transfer Consistency in Adversarial Distillation
by: Lee, Hongsin, et al.
Published: (2025)
by: Lee, Hongsin, et al.
Published: (2025)
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models
by: Yu, Yu-Chu, et al.
Published: (2024)
by: Yu, Yu-Chu, et al.
Published: (2024)
Adversarial Attacked Teacher for Unsupervised Domain Adaptive Object Detection
by: Wang, Kaiwen, et al.
Published: (2024)
by: Wang, Kaiwen, et al.
Published: (2024)
A Light Weight Multi-Features-View Convolution Neural Network For Plant Disease Identification
by: Khan, Muhammad Kaleem Ullah
Published: (2026)
by: Khan, Muhammad Kaleem Ullah
Published: (2026)
Similar Items
-
DVFL-Net: A Lightweight Distilled Video Focal Modulation Network for Spatio-Temporal Action Recognition
by: Ullah, Hayat, et al.
Published: (2025) -
Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization
by: Ullah, Hayat, et al.
Published: (2025) -
OD-VIRAT: A Large-Scale Benchmark for Object Detection in Realistic Surveillance Environments
by: Ullah, Hayat, et al.
Published: (2025) -
Estimating Human Poses Across Datasets: A Unified Skeleton and Multi-Teacher Distillation Approach
by: Khan, Muhammad Saif Ullah, et al.
Published: (2024) -
Dynamic Guidance Adversarial Distillation with Enhanced Teacher Knowledge
by: Park, Hyejin, et al.
Published: (2024)