Search Results for author: Amrutha Saseendran

Found 3 papers, 3 papers with code

An Image is Worth Multiple Words: Learning Object Level Concepts using Multi-Concept Prompt Learning

1 code implementation18 Oct 2023 Chen Jin, Ryutaro Tanno, Amrutha Saseendran, Tom Diethe, Philip Teare

To address this challenge, we introduce a framework for Multi-Concept Prompt Learning (MCPL), where multiple new "words" are simultaneously learned from a single sentence-image pair.

Image Generation Sentence

Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders

1 code implementation NeurIPS 2021 Amrutha Saseendran, Kathrin Skubch, Stefan Falkner, Margret Keuper

In this paper, we propose a simple and end-to-end trainable deterministic autoencoding framework, that efficiently shapes the latent space of the model during training and utilizes the capacity of expressive multi-modal latent distributions.

Density Estimation

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