What is Knowledge distillation? | IBM
What is Knowledge distillation? | IBM
2024年4月16日
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What is knowledge distillation? - AI Model Compression Techniques: Building Cheaper, Faster, and Greener AI Video Tutorial | LinkedIn Learning, formerly Lynda.com
What is knowledge distillation? - AI Model Compression Techniques: Building Cheaper, Faster, and Greener AI Video Tutorial | LinkedIn Learning, formerly Lynda.com
10 个月之前
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[PDF] Distilling the Knowledge in a Neural Network | Semantic Scholar
[PDF] Distilling the Knowledge in a Neural Network | Semantic Scholar
2015年3月9日
semanticscholar.org
Knowledge Distillation: How Teacher AI Models Teach Student Models
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Knowledge Distillation: How Teacher AI Models Teach Student Models
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Rethinking Knowledge Distillation: Why MSE Beats KL Divergence
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DeepRag.AI | Knowledge Distillation is one of the most powerful optimization techniques in deep learning and machine learning. Instead of training a... | Instagram
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Exploring Direction Alignment and Discrepancy Standardization for Knowledge Distillation | ACM Transactions on Knowledge Discovery from Data
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DistillCaps: Enhancing Audio-Language Alignment in Captioning via Retrieval-Augmented Knowledge Distillation | Proceedings of the 34th ACM International Conference on Information and Knowledge Management
6 个月之前
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Hierarchical Integration Knowledge Distillation: Enhancing Adversarial Robustness of Student Models via Clean Data Distillation | Knowledge Science, Engineering and Management
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Learnable Relational Knowledge Distillation For Language Model Compression | Database Systems for Advanced Applications
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DE-RRD: A Knowledge Distillation Framework for Recommender System | Proceedings of the 29th ACM International Conference on Information & Knowledge Management
2022年2月15日
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Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher | Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
2024年8月24日
acm.org
Balanced Knowledge Distillation with Contrastive Learning for Document Re-ranking | Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval
2023年8月9日
acm.org
Ensembled CTR Prediction via Knowledge Distillation | Proceedings of the 29th ACM International Conference on Information & Knowledge Management
2020年10月25日
acm.org
Rajiv Shah on Instagram: "Knowledge distillation helps make smaller models that work well. DistilBERT is a popular small model created using this method. Resources: Distilling the Knowledge in a Neural Network - https://arxiv.org/pdf/1503.02531.pdf DistilBERT: https://arxiv.org/abs/1910.01108 Background by Roberta keiko Kitahara Santana: https://unsplash.com/photos/brown-cardboard-box-near-gray-tanks-RfL3l-I1zhc"
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Exploring Feature-based Knowledge Distillation for Recommender System: A Frequency Perspective | Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1
2025年4月4日
acm.org
Artificial Intelligence | AI on Instagram: "Knowledge distillation is a deep learning technique where a compact “student” model learns to replicate the performance of a larger, more complex “teacher” model. Introduced in the paper “Distilling the Knowledge in a Neural Network” by Hinton, Vinyals, and Dean (2015), the process goes beyond simply training the student on labeled data, which they refer to as “hard labels”. Instead, the teacher provides “soft labels,” which are its full output probabi
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解耦知识蒸馏【CVPR2022】【知识蒸馏】
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Evaluation Oriented Knowledge Distillation for Deep Face Recognition | CVPR 2022
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