Kanchana Vaishnavi Gandikota | DeepAI

AI Chat

Featured Co-authors

Jonas Geiping
44 publications
Michael Moeller
42 publications
Margret Keuper
40 publications
Andreas Kolb
19 publications
Zorah Lähner
16 publications
Paramanand Chandramouli
9 publications
Shashank Agnihotri
3 publications
Adam Czapliński
3 publications
Andreas Goerlitz
1 publication
Julia Grabinski
1 publication
Guruprasad Hegde
1 publication

∙ 07/25/2023

On the unreasonable vulnerability of transformers for image restoration – and an easy fix

Following their success in visual recognition tasks, Vision Transformers...

0 Shashank Agnihotri, et al. ∙

∙ 10/05/2022

On Adversarial Robustness of Deep Image Deblurring

Recent approaches employ deep learning-based solutions for the recovery ...

0 Kanchana Vaishnavi Gandikota, et al. ∙

∙ 10/05/2022

LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models

Research in vision-language models has seen rapid developments off-late,...

0 Paramanand Chandramouli, et al. ∙

∙ 09/24/2022

A Simple Strategy to Provable Invariance via Orbit Mapping

Many applications require robustness, or ideally invariance, of neural n...

0 Kanchana Vaishnavi Gandikota, et al. ∙

∙ 06/18/2021

Training or Architecture? How to Incorporate Invariance in Neural Networks

Many applications require the robustness, or ideally the invariance, of ...

0 Kanchana Vaishnavi Gandikota, et al. ∙

∙ 06/30/2020

A Simple Domain Shifting Networkfor Generating Low Quality Images

Deep Learning systems have proven to be extremely successful for image r...

0 Guruprasad Hegde, et al. ∙

∙ 05/13/2020

Generative Models for Generic Light Field Reconstruction

Recently deep generative models have achieved impressive progress in mod...

30 Paramanand Chandramouli, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world