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Papers
Knowledge Distillation for Learned Image Compression
ICCV 2025
Knowledge Distillation with Refined Logits
ICCV 2025
Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review
ACL 2025
MiniPLM: Knowledge Distillation for Pre-training Language Models
ICLR 2025
Quantifying Knowledge Distillation using Partial Information Decomposition
AISTATS 2025
Random Conditioning for Diffusion Model Compression with Distillation
CVPR 2025
Right Time to Learn: Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation
ICML 2025
RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce
NAACL 2025
Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation
ICLR 2025
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models
NAACL 2025
Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales
EMNLP 2025
Towards the Law of Capacity Gap in Distilling Language Models
ACL 2025
What Makes a Good Dataset for Knowledge Distillation?
CVPR 2025
What to Distill? Fast Knowledge Distillation with Adaptive Sampling
ICCV 2025
Accurate Knowledge Distillation via n-best Reranking
NAACL 2024
Adversarial Moment-Matching Distillation of Large Language Models
NeurIPS 2024
Cache & Distil: Optimising API Calls to Large Language Models
ACL 2024
CorrSynth - A Correlated Sampling Method for Diverse Dataset Generation from LLMs
EMNLP 2024
DFD: Distilling the Feature Disparity Differently for Detectors
ICML 2024
Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning
EMNLP 2024
Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation
ICML 2024
Evolving Knowledge Distillation with Large Language Models and Active Learning
COLING 2024
FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation
EMNLP 2024
FreeKD: Knowledge Distillation via Semantic Frequency Prompt
CVPR 2024
Frequency Attention for Knowledge Distillation
WACV 2024