Knowledge Distillation

Advantage-Guided Distillation for Preference Alignment in Small Language Models ICLR 2025 Adversarial Diffusion Compression for Real-World Image Super-Resolution CVPR 2025 Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis ICCV 2025 Adversarial Learning Based Knowledge Distillation on 3D Point Clouds WACV 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025 Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025 Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025 A Good Teacher Adapts Their Knowledge for Distillation ICCV 2025 AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025 AI Chef Trainer: Introducing Students to the Importance of Data in Machine Learning AAAI 2025 A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models AAAI 2025 AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025 Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching ICCV 2025 Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation NAACL 2025 Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement CVPR 2025 Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025 Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025 All You Need in Knowledge Distillation Is a Tailored Coordinate System AAAI 2025 A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality EMNLP 2025 An Active Learning Framework for Inclusive Generation by Large Language Models COLING 2025 AnnofreeOD: Detecting All Classes at Low Frame Rates Without Human Annotations ICCV 2025 Anomaly Detection of Integrated Circuits Package Substrates Using the Large Vision Model SAIC: Dataset Construction, Methodology, and Application ICCV 2025 ARB-LLM: Alternating Refined Binarizations for Large Language Models ICLR 2025 A Self-Distillation Recipe for Neural Machine Translation ACL 2025