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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation AAAI 2026
Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026
An improved architecture for part-based animal re-identification through semantic segmentation distillation WACV 2026
Distilling Diversity and Control in Diffusion Models WACV 2026
Subspace-Guided Knowledge Distillation for Efficient Model Transfer WACV 2026
CanKD: Cross-Attention-based Non-local Operation for Feature-based Knowledge Distillation WACV 2026
CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information WACV 2026
From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026
HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation WACV 2026
View-aware Cross-modal Distillation for Multi-view Action Recognition WACV 2026
Diverse Sketch Colorization with Content-Enhanced Style Representation and Recolorization Distillation WACV 2026
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026
Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs WACV 2026
Compressing Language Models for Specialized Domains EACL 2026
Beyond One-Step Distillation: Bridging the Capacity Gap in Small Language Models via Multi-Step Knowledge Transfer EACL 2026
Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026
DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation EACL 2026
MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026
Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis? EACL 2026
DITTO: A Spoofing Attack Framework on Watermarked LLMs via Knowledge Distillation EACL 2026
Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion EACL 2026
AfriNLLB: Efficient Translation Models for African Languages EACL 2026
baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification EACL 2026
Adaptive Piecewise Distillation for Efficient LiDAR Data Generation AAAI 2026