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Knowledge Distillation

2907 directly classified papers

Papers per year

Papers

Dual Information Purification for Lightweight SAR Object Detection AAAI 2025
Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025
Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration AAAI 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
MTVHunter: Smart Contracts Vulnerability Detection Based on Multi-Teacher Knowledge Translation AAAI 2025
Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning AAAI 2025
Adaptive Dual Guidance Knowledge Distillation AAAI 2025
TinySAM: Pushing the Envelope for Efficient Segment Anything Model AAAI 2025
Multi-label Self Knowledge Distillation AAAI 2025
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
Neural Collapse Inspired Knowledge Distillation AAAI 2025
All You Need in Knowledge Distillation Is a Tailored Coordinate System AAAI 2025
KD-MSLRT: Lightweight Sign Language Recognition Model Based on Mediapipe and 3D to 1D Knowledge Distillation AAAI 2025
Efficient Federated Learning via Clients-to-Server Knowledge Distillation (Student Abstract) AAAI 2025
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025
Procedure Knowledge Decoupled Distillation Strategy for Procedure Planning in Instructional Videos AAAI 2025
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025
BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios ACL 2025
Enabling Visual Foundation Models to Teach Compact Students via Mixture of Distillation IJCAI 2025
Towards Universal Dataset Distillation via Task-Driven Diffusion CVPR 2025
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture CVPR 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025