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model distillation

105 papers

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Also known as

PMD

Co-occurring keywords

knowledge distillation (3680) model compression (3283) diffusion model (3720) large language model (12755) image generation (2069) generative model (2889) federated learning (1320) neural network (6616) one-step generation (20) transfer learning (5442)

Papers

Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation AAAI 2025
Multilingual Arbitration: Optimizing Data Pools to Accelerate Multilingual Progress ACL 2025
Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025
POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025
Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025
Improve Speech Translation Through Text Rewrite COLING 2025
From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models EMNLP 2025
FVGen: Accelerating Novel-View Synthesis with Adversarial Video Diffusion Distillation ICCV 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation ICCV 2025
Teach Small Models to Reason by Curriculum Distillation EMNLP 2025
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer ACL 2024
Multistep Distillation of Diffusion Models via Moment Matching NIPS 2024
Efficient Active Learning with Adapters EMNLP 2024
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators NIPS 2024
Improved Distribution Matching Distillation for Fast Image Synthesis NIPS 2024
EM Distillation for One-step Diffusion Models NIPS 2024
Plug-and-Play Diffusion Distillation CVPR 2024
SinSR: Diffusion-Based Image Super-Resolution in a Single Step CVPR 2024
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation CVPR 2024
The Mamba in the Llama: Distilling and Accelerating Hybrid Models NIPS 2024
Incremental pre-training from smaller language models ACL 2024
Clockwork Diffusion: Efficient Generation With Model-Step Distillation CVPR 2024