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Knowledge Distillation

3,086 papers

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Papers

Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity AAAI 2026
DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models AAAI 2026
D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation AAAI 2026
Adaptive-Smooth LiDAR-Camera Knowledge Distillation with Heterogeneous Fusion for Multi-View 3D Object Detection AAAI 2026
Progressive Multi-modal Knowledge Distillation for Multi-spectral Object Re-identification AAAI 2026
Distilling Future Temporal Knowledge with Masked Feature Reconstruction for 3D Object Detection AAAI 2026
Selective Diffusion Distillation for Real-World High-Scale Image Super-Resolution AAAI 2026
DICE: Distilling Classifier-Free Guidance into Text Embeddings AAAI 2026
Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices AAAI 2026
Dual-Kernel Graph Community Contrastive Learning AAAI 2026
RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation AAAI 2026
DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026
TGDD: Trajectory Guided Dataset Distillation with Balanced Distribution AAAI 2026
Bidirectional Counterfactual Distillation for Review-Based Recommendation AAAI 2026
REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026
Self-Correction Distillation for Structured Data Question Answering AAAI 2026
PIPHEN: Physical Interaction Prediction with Hamiltonian Energy Networks AAAI 2026
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
AgentODRL: A Large Language Model-based Multi-agent System for ODRL Generation AAAI 2026
Condensed Data Expansion Using Model Inversion for Knowledge Distillation AAAI 2026
Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge AAAI 2026
Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer AAAI 2026
EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation AAAI 2026