← Application Areas
Machine Learning › Application Areas ›

Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models CVPR 2025
One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025
VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide CVPR 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation CVPR 2025
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion CVPR 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025
Scaling Down Text Encoders of Text-to-Image Diffusion Models CVPR 2025
Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data CVPR 2025
See Further When Clear: Curriculum Consistency Model CVPR 2025
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation CVPR 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025
Unleashing Vecset Diffusion Model for Fast Shape Generation ICCV 2025
Knockoff Branch: Model Stealing Attack via Adding Neurons in the Pre-Trained Model WACV 2025
Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025
Towards the Law of Capacity Gap in Distilling Language Models ACL 2025
S4M: Boosting Semi-Supervised Instance Segmentation with SAM ICCV 2025
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
BiM-VFI: Bidirectional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions CVPR 2025
Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025
EgoLife: Towards Egocentric Life Assistant CVPR 2025
Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025
Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025