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Knowledge Distillation

2907 directly classified papers

Papers per year

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