Knowledge Distillation

Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models AAAI 2026 RLKD: Distilling LLMs’ Reasoning via Reinforcement Learning AAAI 2026 rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026 RobustGait: Robustness Analysis for Appearance Based Gait Recognition WACV 2026 S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting AAAI 2026 Selective Diffusion Distillation for Real-World High-Scale Image Super-Resolution AAAI 2026 Self-Correction Distillation for Structured Data Question Answering AAAI 2026 SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching AAAI 2026 ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases AAAI 2026 SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning EACL 2026 SPEED-Q: Staged Processing with Enhanced Distillation Towards Efficient Low-Bit On-Device VLM Quantization AAAI 2026 SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing AAAI 2026 Stratos: An End-to-End Distillation Pipeline for Customized LLMs Under Distributed Cloud Environments AAAI 2026 Subspace-Guided Knowledge Distillation for Efficient Model Transfer WACV 2026 Surrogate as Teacher: Distillation-Guided Graph Poisoning Attack AAAI 2026 Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises EACL 2026 Tell as You Want: Customizing Image Narrative with Knowledge and Thoughts AAAI 2026 Tensor Decomposition and Language Description for Open-Vocabulary Object Detection AAAI 2026 Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026 TGDD: Trajectory Guided Dataset Distillation with Balanced Distribution AAAI 2026 TimeCAP: A Channel-Aware Pre-Training Framework for Multivariate Time Series Forecasting AAAI 2026 Towards Adaptive Humanoid Control via Multi-Behavior Distillation and Reinforced Fine-Tuning AAAI 2026 Towards Long-window Anchoring in Vision-Language Model Distillation AAAI 2026 Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation AAAI 2026 TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning AAAI 2026