Knowledge Distillation

DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025 DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing SemEval 2025 Depth Any Event Stream: Enhancing Event-based Monocular Depth Estimation via Dense-to-Sparse Distillation ICCV 2025 Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025 Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SemEval 2025 Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025 Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025 DisComp: A Two-Stage Prompt Optimization Framework Combining Task-Agnostic and Task-Aware Compression NAACL 2025 DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval CVPR 2025 Disentangled Contrastive Bundle Recommendation with Conditional Diffusion AAAI 2025 Disentangling Spatio-Temporal Knowledge for Weakly Supervised Object Detection and Segmentation in Surgical Video WACV 2025 DisPIM: Distilling PreTrained Image Models for Generalizable Visuo-Motor Control IJCAI 2025 Distillation of Diffusion Features for Semantic Correspondence WACV 2025 Distillation versus Contrastive Learning: How to Train Your Rerankers IJCNLP 2025 Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs NAACL 2025 DistillDrive: End-to-End Multi-Mode Autonomous Driving Distillation by Isomorphic Hetero-Source Planning Model ICCV 2025 Distilled Prompt Learning for Incomplete Multimodal Survival Prediction CVPR 2025 DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks ICLR 2025 Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection WACV 2025 Distilling A Universal Expert from Clustered Federated Learning IJCAI 2025 Distilling Contact Planning for Fast Trajectory Optimization in Robot Air Hockey RSS 2025 Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025 Distilling Dataset into Neural Field ICLR 2025 Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion ICCV 2025 Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation AAAI 2025