Search Results for author: Srinidhi Hegde

Found 3 papers, 2 papers with code

Diffusion Models Beat GANs on Image Classification

1 code implementation17 Jul 2023 Soumik Mukhopadhyay, Matthew Gwilliam, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Srinidhi Hegde, Tianyi Zhou, Abhinav Shrivastava

We explore optimal methods for extracting and using these embeddings for classification tasks, demonstrating promising results on the ImageNet classification task.

Classification Denoising +5

Variational Student: Learning Compact and Sparser Networks in Knowledge Distillation Framework

no code implementations26 Oct 2019 Srinidhi Hegde, Ranjitha Prasad, Ramya Hebbalaguppe, Vishwajith Kumar

We demonstrate that the marriage of KD and the VI techniques inherits compression properties from the KD framework, and enhances levels of sparsity from the VI approach, with minimal compromise in the model accuracy.

Knowledge Distillation Variational Inference

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