详解深度学习中的教师-学生模型（Teacher- Student Model）
2024年3月8日 · “教师-学生训练方法”（Teacher-Student Training Paradigm）通常是指在 深度学习 中的一种 知识蒸馏 技术，其中一个已经充分训练且表现良好的模型（教师模型）指导另一个 …
Teacher-Student Compression with Generative Adversarial Networks
2018年12月5日 · Our GAN-assisted TSC (GAN-TSC) significantly improves student accuracy for expensive models such as large random forests and deep neural networks on both tabular and …
知识蒸馏技术（教师学生模型） - 知乎专栏
知识蒸馏采取Teacher-Student模式：将复杂且大的模型作为Teacher，Student模型结构较为简单，用Teacher来辅助Student模型的训练，Teacher学习能力强，可以将它学到的知识迁移给学 …
Teacher-student learning of generative adversarial network …
We present a teacher-student learning model, the generative adversarial network (GAN)-guided diffractive neural network (DNN), which performs visual tracking and imaging of the interested …
RGB-IR Cross-modality Person ReID based on Teacher-Student GAN …
2020年7月15日 · To solve this challenge, we proposed a Teacher-Student GAN model (TS-GAN) to adopt different domains and guide the ReID backbone to learn better ReID information. (1) …
hardik-uppal/teacher-student-gan - GitHub
Teacher-student generative adversarial network (TS-GAN), to generate depth images from a single RGB image to boost the recognition accuracy of face recognition (FR) systems. It has …
Teacher-Student Adversarial Depth Hallucination to Improve …
2021年4月6日 · We present the Teacher-Student Generative Adversarial Network (TS-GAN) to generate depth images from single RGB images in order to boost the performance of face …
Teacher-Supervised Generative Adversarial Networks - IEEE Xplore
Although generative adversarial networks (GANs) show impressive effects on image generation, existing GANs suffer an unstable training process, and thus result in poor image quality …
DGL-GAN: discriminator-guided GAN compression - Springer
2024年11月22日 · First, instead of directly applying KD to compressing GANs [29, 30], DGL-GAN revisits the role of teacher GAN for optimizing student GAN. Motivated by that the teacher …
Teacher-Student Adversarial Depth Hallucination to Improve Face ...
We present the Teacher-Student Generative Adversarial Network (TS-GAN) to generate depth images from single RGB images in order to boost the performance of face