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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

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
A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025
X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation ICCV 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation ICCV 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 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
Investigating the Transferability of Code Repair for Low-Resource Programming Languages NAACL 2025
Basic Reading Distillation ACL 2025
Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens AAAI 2025
Evading Data Provenance in Deep Neural Networks ICCV 2025
Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025
On Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025
Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025
Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025
Explanation Bottleneck Models AAAI 2025
Competitive Distillation: A Simple Learning Strategy for Improving Visual Classification ICCV 2025
VLDrive: Vision-Augmented Lightweight MLLMs for Efficient Language-grounded Autonomous Driving ICCV 2025
Natural Language Generation with Expert Standards AAAI 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
2-in-1 Phishing Detection via Large LM Distillation and Small LM Perturbation (Student Abstract) AAAI 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025
Temporal reasoning for timeline summarisation in social media ACL 2025