← Application Areas

Machine Learning › Application Areas ›

Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models AAAI 2026

MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation AAAI 2026

Towards Adaptive Humanoid Control via Multi-Behavior Distillation and Reinforced Fine-Tuning AAAI 2026

Dual-Kernel Graph Community Contrastive Learning AAAI 2026

DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026

Bidirectional Counterfactual Distillation for Review-Based Recommendation AAAI 2026

REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026

Adaptive-Smooth LiDAR-Camera Knowledge Distillation with Heterogeneous Fusion for Multi-View 3D Object Detection AAAI 2026

Selective Diffusion Distillation for Real-World High-Scale Image Super-Resolution AAAI 2026

Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices AAAI 2026

HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026

Parameter-, Memory-, Time-Efficient Multi-Task Dense Vision Adaptation AAAI 2026

Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity AAAI 2026

FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation AAAI 2026

Asymmetric Cross-Modal Knowledge Distillation: Bridging Modalities with Weak Semantic Consistency AAAI 2026

Generalizable and Efficient Automated Scoring with a Knowledge-Distilled Multi-Task Mixture-of-Experts AAAI 2026

Distillation Dynamics: Towards Understanding Feature-Based Distillation in Vision Transformers AAAI 2026

C2R-KD: Complex to Real Knowledge Distillation (Student Abstract) AAAI 2026

Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models AAAI 2026

Dual-Teacher Interactive Knowledge Distillation Network for Text-to-Visible & Infrared Person Retrieval AAAI 2026

Tensor Decomposition and Language Description for Open-Vocabulary Object Detection AAAI 2026

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks AAAI 2026

Multimodal Robust Prompt Distillation for 3D Point Cloud Models AAAI 2026

Revisiting Attention in the Dark for Low-Light Person Re-Identiffcation AAAI 2026

L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization AAAI 2026