Knowledge Distillation

FedBRICK: Structural Bias Aware Heterogeneous Foundation Model Federated Tuning AAAI 2026 FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning AAAI 2026 FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation AAAI 2026 Flow-Based Knowledge Transfer for Efficient Large Model Distillation AAAI 2026 FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence AAAI 2026 From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations AAAI 2026 From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026 FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models AAAI 2026 GAGS: Granularity-Aware Feature Distillation for Language Gaussian Splatting AAAI 2026 Generalizable and Efficient Automated Scoring with a Knowledge-Distilled Multi-Task Mixture-of-Experts AAAI 2026 GlitchCleaner: Lightweight Glitch Tokens Repairing by Lossless Gated LoRA in Large Language Models AAAI 2026 GPTKB v1.5: A Massive Knowledge Base for Exploring Factual LLM Knowledge AAAI 2026 GrayKD: Distilling Better Knowledge from Black-box LLM via Multi-rationale Injection AAAI 2026 Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026 Guided Distillation and Risk Adaptive Evolution for Multi-Robot Navigation AAAI 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 HealSplit: Towards Self-Healing Through Adversarial Distillation in Split Federated Learning AAAI 2026 Heterogeneous Complementary Distillation AAAI 2026 HGLTR: Hierarchical Knowledge Injection for Calibrating Pre-trained Models in Long-Tail Recognition AAAI 2026 HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models AAAI 2026 HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026 iCD: An Implicit Clustering Distillation Method for Structural Information Mining (Student Abstract) AAAI 2026 IGT4ETH: An Isotropic Pre-trained Graph Transformer for Ethereum Account Classification AAAI 2026 Imitating the Functionality of Image-to-Image Models Using a Single Example WACV 2026 IMKD: Intensity-Aware Multi-Level Knowledge Distillation for Camera-Radar Fusion WACV 2026