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Bridging Architectural Gaps in Knowledge Distillation: Dynamic Proximal Teacher Interaction Via Cross-Attention Mechanism

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-58529-7_2openalex-snapshot

Online Ensemble Model Compression Using Knowledge Distillation

inferredcites →https://doi.org/10.1007/978-3-030-58610-2_10openalex-snapshot

AMLN: Adversarial-Based Mutual Learning Network for Online Knowledge Distillation

inferredcites →https://doi.org/10.1007/978-3-031-72933-1_21openalex-snapshot

MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution

inferredcites →https://doi.org/10.1007/s11263-019-01228-7openalex-snapshot

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

inferredcites →https://doi.org/10.1007/s11263-021-01453-zopenalex-snapshot

Knowledge Distillation: A Survey

inferredcites →https://doi.org/10.1007/s13735-017-0141-zopenalex-snapshot

A review of semantic segmentation using deep neural networks

inferredcites →https://doi.org/10.1016/j.eswa.2023.121884openalex-snapshot

Collaborative knowledge distillation via filter knowledge transfer

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2017.683openalex-snapshot

Residual Attention Network for Image Classification

inferredcites →https://doi.org/10.1109/cvpr.2018.00474openalex-snapshot

MobileNetV2: Inverted Residuals and Linear Bottlenecks

inferredcites →https://doi.org/10.1109/cvpr.2019.00409openalex-snapshot

Relational Knowledge Distillation

inferredcites →https://doi.org/10.1109/cvpr.2019.00938openalex-snapshot

Variational Information Distillation for Knowledge Transfer

inferredcites →https://doi.org/10.1109/cvpr42600.2020.01079openalex-snapshot

EfficientDet: Scalable and Efficient Object Detection

inferredcites →https://doi.org/10.1109/cvpr46437.2021.00497openalex-snapshot

Distilling Knowledge via Knowledge Review

inferredcites →https://doi.org/10.1109/cvpr52729.2023.01142openalex-snapshot

Class Attention Transfer Based Knowledge Distillation

inferredcites →https://doi.org/10.1109/iccv.2019.00143openalex-snapshot

Knowledge Distillation via Route Constrained Optimization

inferredcites →https://doi.org/10.1109/iccv48922.2021.00062openalex-snapshot

Incorporating Convolution Designs into Visual Transformers

inferredcites →https://doi.org/10.1109/iccv48922.2021.00717openalex-snapshot

Segmenter: Transformer for Semantic Segmentation

inferredcites →https://doi.org/10.1109/iccvw.2013.77openalex-snapshot

3D Object Representations for Fine-Grained Categorization

inferredcites →https://doi.org/10.1109/lgrs.2020.3026587openalex-snapshot

Remote Sensing Image Classification Based on a Cross-Attention Mechanism and Graph Convolution

inferredcites →https://doi.org/10.1109/lsp.2020.3011326openalex-snapshot

Progressive Motion Representation Distillation With Two-Branch Networks for Egocentric Activity Recognition

inferredcites →https://doi.org/10.1109/lsp.2024.3359573openalex-snapshot

Knowledge Distillation via Multi-Teacher Feature Ensemble

inferredcites →https://doi.org/10.1109/lsp.2024.3515795openalex-snapshot

Knowledge Distillation in Fourier Frequency Domain for Dense Prediction

inferredcites →https://doi.org/10.1109/tcsvt.2023.3327113openalex-snapshot

Boosting Knowledge Distillation via Intra-Class Logit Distribution Smoothing

inferredcites →https://doi.org/10.1109/tii.2022.3209672openalex-snapshot

Multilevel Attention-Based Sample Correlations for Knowledge Distillation

inferredcites →https://doi.org/10.1109/tip.2020.3002345openalex-snapshot

FoveaBox: Beyound Anchor-Based Object Detection

inferredcites →https://doi.org/10.1109/tits.2024.3455416openalex-snapshot

TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation

inferredcites →https://doi.org/10.1109/tpami.2023.3257878openalex-snapshot

Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition

inferredcites →https://doi.org/10.1109/wacv56688.2023.00637openalex-snapshot

Collaborative Multi-Teacher Knowledge Distillation for Learning Low Bit-width Deep Neural Networks

inferredcites →https://doi.org/10.1142/s1793351x16400109openalex-snapshot

Goal-Based Semantic Queries for Dynamic Processes in the Internet of Things

inferredcites →https://doi.org/10.1145/3343031.3356073openalex-snapshot

Enhancing Endoscopic Image Classification with Symptom Localization and Data Augmentation

inferredcites →https://doi.org/10.1609/aaai.v34i04.5746openalex-snapshot

Online Knowledge Distillation with Diverse Peers

inferredcites →https://doi.org/10.1609/aaai.v34i04.5963openalex-snapshot

Improved Knowledge Distillation via Teacher Assistant

inferredcites →https://doi.org/10.1609/aaai.v35i12.17234openalex-snapshot

Peer Collaborative Learning for Online Knowledge Distillation

inferredcites →https://doi.org/10.1609/aaai.v35i16.17680openalex-snapshot

Reinforced Multi-Teacher Selection for Knowledge Distillation

inferredcites →https://doi.org/10.1609/aaai.v37i2.25236openalex-snapshot

Curriculum Temperature for Knowledge Distillation

inferredcites →https://doi.org/10.52202/068431-2443openalex-snapshot

Knowledge Distillation from a Stronger Teacher

inferredcites →https://doi.org/10.57702/zp44cu3gopenalex-snapshot

Learning Multiple Layers of Features from Tiny Images

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