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Self-Knowledge Distillation

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Showing 1–25 of 68 papers

TitleStatusHype
Tackling Data Heterogeneity in Federated Learning through Knowledge Distillation with Inequitable AggregationCode0
MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation—0
xVLM2Vec: Adapting LVLM-based embedding models to multilinguality using Self-Knowledge Distillation—0
Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models—0
Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature ExtractorCode0
Generative Dataset Distillation Based on Self-knowledge Distillation—0
Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach—0
Frequency-Guided Masking for Enhanced Vision Self-Supervised LearningCode0
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillationCode0
Towards A Generalizable Pathology Foundation Model via Unified Knowledge DistillationCode2
Three-Stream Temporal-Shift Attention Network Based on Self-Knowledge Distillation for Micro-Expression RecognitionCode1
SeCoKD: Aligning Large Language Models for In-Context Learning with Fewer Shots—0
Self-Knowledge Distillation for Learning Ambiguity—0
Guiding Frame-Level CTC Alignments Using Self-knowledge DistillationCode0
Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation LearningCode0
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge DistillationCode1
Weakly Supervised Monocular 3D Detection with a Single-View Image—0
Distilled Gradual Pruning with Pruned Fine-tuningCode0
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationCode1
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillationCode0
X Modality Assisting RGBT Object Tracking—0
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidanceCode0
Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification—0
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge DistillationCode0
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated LearningCode1
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