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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025
AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025
Membership and Memorization in LLM Knowledge Distillation EMNLP 2025
Label Augmented Dataset Distillation WACV 2025
Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine Translation NAACL 2025
A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025
Temporal reasoning for timeline summarisation in social media ACL 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025
Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025
Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning ACL 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025
ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation ICCV 2025
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025
Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models ICCV 2025
PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025
Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation ACL 2025
The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025
Basic Reading Distillation ACL 2025
TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance ICCV 2025
“Yes, My LoRD.” Guiding Language Model Extraction with Locality Reinforced Distillation ACL 2025
Quantification of Large Language Model Distillation ACL 2025