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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion CVPR 2025
EgoLife: Towards Egocentric Life Assistant CVPR 2025
Pruning Large Language Models with Semi-Structural Adaptive Sparse Training AAAI 2025
Multi-turn Consistent Image Editing ICCV 2025
LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning ICCV 2025
SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection CVPR 2025
Random Conditioning for Diffusion Model Compression with Distillation CVPR 2025
WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models CVPR 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture CVPR 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems EMNLP 2025
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization ICCV 2025
What Makes a Good Dataset for Knowledge Distillation? CVPR 2025
KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning COLING 2025
Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025
Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion ICCV 2025
Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation COLING 2025
CMAD: Correlation-Aware and Modalities-Aware Distillation for Multimodal Sentiment Analysis with Missing Modalities ICCV 2025
Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness ICCV 2025
Unleashing Vecset Diffusion Model for Fast Shape Generation ICCV 2025
VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks CVPR 2025
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025