← Application Areas

Machine Learning › Application Areas ›

Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

CLoCKDistill: Consistent Location and Context aware Knowledge Distillation for DETRs WACV 2026

Compressing Language Models for Specialized Domains EACL 2026

IMKD: Intensity-Aware Multi-Level Knowledge Distillation for Camera-Radar Fusion WACV 2026

KD360-VoxelBEV: LiDAR and 360-degree Camera Cross Modality Knowledge Distillation for Bird's-Eye-View Segmentation WACV 2026

PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026

Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs WACV 2026

Imitating the Functionality of Image-to-Image Models Using a Single Example WACV 2026

MEDAL: multi-modal MEta-space Distillation and ALignment for Visual Compatibility Learning WACV 2026

Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources WACV 2026

Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026

RobustGait: Robustness Analysis for Appearance Based Gait Recognition WACV 2026

Diverse Sketch Colorization with Content-Enhanced Style Representation and Recolorization Distillation WACV 2026

Distilling Offline Action Detection Models into Real-Time Streaming Models WACV 2026

BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries WACV 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

Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models EACL 2026