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knowledge distillation

3725 papers

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Also known as

KD

Co-occurring keywords

model compression (3302) large language model (13587) transfer learning (5449) domain adaptation (4595) representation learning (6206) neural network (6616) language model (4599) catastrophic forgetting (958) continual learning (1181) contrastive learning (4032)

Papers

PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
What to Distill? Fast Knowledge Distillation with Adaptive Sampling ICCV 2025
Knowledge Distillation with Refined Logits ICCV 2025
VRM: Knowledge Distillation via Virtual Relation Matching ICCV 2025
Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025
You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data ICCV 2025
Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning ICCV 2025
InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions CVPR 2025
Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step CVPR 2025
Random Conditioning for Diffusion Model Compression with Distillation CVPR 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
Basic Reading Distillation ACL 2025
Dual-Process Image Generation ICCV 2025
Investigating the Transferability of Code Repair for Low-Resource Programming Languages NAACL 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models NAACL 2025
Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025
DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025
Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 2025
Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation IJCAI 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025
Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review ACL 2025
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025