Search Results for author: Namitha Padmanabhan

Found 4 papers, 2 papers with code

Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions

no code implementations18 Jan 2024 Namitha Padmanabhan, Matthew Gwilliam, Pulkit Kumar, Shishira R Maiya, Max Ehrlich, Abhinav Shrivastava

We call the aggregate of these contribution maps the Implicit Neural Canvas and we use this concept to demonstrate that the INRs which we study learn to ''see'' the frames they represent in surprising ways.

Novel View Synthesis Video Compression

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

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