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Knowledge Distillation
2907 directly classified papers
Papers per year
2000: 1
2010: 1
2015: 1
2016: 8
2017: 22
2018: 38
2019: 122
2020: 191
2021: 352
2022: 333
2023: 512
2024: 541
2025: 612
2026: 173
Papers
MEDAL: multi-modal MEta-space Distillation and ALignment for Visual Compatibility Learning
WACV 2026
Quantifying Social Sentiment in Hostels Using A Domain-Specific Transformer Pipeline
EACL 2026
Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?
EACL 2026
Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models
EACL 2026
Compressing Language Models for Specialized Domains
EACL 2026
An improved architecture for part-based animal re-identification through semantic segmentation distillation
WACV 2026
Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging
EACL 2026
Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises
EACL 2026
Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification
EACL 2026
Subspace-Guided Knowledge Distillation for Efficient Model Transfer
WACV 2026
Are Small Language Models the Silver Bullet to Low-Resource Languages Machine Translation?
EACL 2026
Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
EACL 2026
baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification
EACL 2026
Complexity-aware fine-tuning
EACL 2026
RobustGait: Robustness Analysis for Appearance Based Gait Recognition
WACV 2026
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
WACV 2026
Imitating the Functionality of Image-to-Image Models Using a Single Example
WACV 2026
Diverse Sketch Colorization with Content-Enhanced Style Representation and Recolorization Distillation
WACV 2026
Distilling Diversity and Control in Diffusion Models
WACV 2026
KD360-VoxelBEV: LiDAR and 360-degree Camera Cross Modality Knowledge Distillation for Bird's-Eye-View Segmentation
WACV 2026
CLoCKDistill: Consistent Location and Context aware Knowledge Distillation for DETRs
WACV 2026
BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries
WACV 2026
CanKD: Cross-Attention-based Non-local Operation for Feature-based Knowledge Distillation
WACV 2026
Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources
WACV 2026
From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation
WACV 2026
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