Knowledge Distillation

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks AAAI 2026 C2R-KD: Complex to Real Knowledge Distillation (Student Abstract) AAAI 2026 CanKD: Cross-Attention-based Non-local Operation for Feature-based Knowledge Distillation WACV 2026 C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models AAAI 2026 CKDA: Cross-modality Knowledge Disentanglement and Alignment for Visible-Infrared Lifelong Person Re-identification AAAI 2026 CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information WACV 2026 CLoCKDistill: Consistent Location and Context aware Knowledge Distillation for DETRs WACV 2026 CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models AAAI 2026 Collaborative Enhancement of Large and Small Models for Question Answering via Dual Knowledge Transfer AAAI 2026 Compensating Distribution Drifts in Continual Learning with Pre-trained Vision Transformers AAAI 2026 Complexity-aware fine-tuning EACL 2026 Compressing Language Models for Specialized Domains EACL 2026 Condensed Data Expansion Using Model Inversion for Knowledge Distillation AAAI 2026 Credal Ensemble Distillation for Uncertainty Quantification AAAI 2026 CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026 CTPD: Cross Tokenizer Preference Distillation AAAI 2026 D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation AAAI 2026 D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation AAAI 2026 Deep Model Reuse: Paving the Way for Efficient and Generalizable AI Systems AAAI 2026 Democratizing LLM Efficiency: From Hyperscale Optimizations to Universal Deployability AAAI 2026 Demystifying GNN-to-MLP Knowledge Transfer: Theoretical Grounding and Dual-Stream Distillation Method AAAI 2026 DICE: Distilling Classifier-Free Guidance into Text Embeddings AAAI 2026 Distillation Dynamics: Towards Understanding Feature-Based Distillation in Vision Transformers AAAI 2026 Distilling Cross-Modal Knowledge via Feature Disentanglement AAAI 2026 Distilling Diversity and Control in Diffusion Models WACV 2026