Kanchana Vaishnavi Gandikota

26 papers A* 1A 1B 2Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
RAWDet-7: A Multi-Scenario Benchmark for Object Detection and Description on Quantized RAW Images.
CoRR
Mishal Fatima, Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Michael Möller, Margret Keuper
2025 J jnl
Direct Image Classification from Fourier Ptychographic Microscopy Measurements without Reconstruction.
CoRR
Navya Sonal Agarwal, Jan Philipp Schneider, Kanchana Vaishnavi Gandikota, Syed Muhammad Kazim, John Meshreki, Ivo Ihrke, Michael Möller
2025 — conf
Training Data Reconstruction: Privacy due to Uncertainty?
CVPR Workshops
Christina Runkel, Kanchana Vaishnavi Gandikota, Jonas Geiping, Carola-Bibiane Schönlieb, Michael Moeller
2025 — conf
γ-Quant: Towards Learnable Quantization for Low-Bit Pattern Recognition.
DAGM GCPR
Mishal Fatima, Shashank Agnihotri, Marius Bock, Kanchana Vaishnavi Gandikota, Kristof Van Laerhoven, Michael Möller, Margret Keuper
2025 J jnl
γ-Quant: Towards Learnable Quantization for Low-bit Pattern Recognition.
CoRR
Mishal Fatima, Shashank Agnihotri, Marius Bock, Kanchana Vaishnavi Gandikota, Kristof Van Laerhoven, Michael Möller, Margret Keuper
2024 J jnl
Evaluating Adversarial Robustness of Low dose CT Recovery.
CoRR
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Hannah Dröge, Michael Moeller
2024 — —
On the robustness and generalization of deep learning approaches for image classification and reconstruction.
Kanchana Vaishnavi Gandikota
2024 J jnl
Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview.
CoRR
Alexander Auras, Kanchana Vaishnavi Gandikota, Hannah Dröge, Michael Moeller
2024 A* conf
Text-Guided Explorable Image Super-Resolution.
CVPR
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli
2024 J jnl
Text-guided Explorable Image Super-resolution.
CoRR
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli
2024 J jnl
Training Data Reconstruction: Privacy due to Uncertainty?
CoRR
Christina Runkel, Kanchana Vaishnavi Gandikota, Jonas Geiping, Carola-Bibiane Schönlieb, Michael Moeller
2023 — conf
Evaluating Adversarial Robustness of Low dose CT Recovery.
MIDL
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Hannah Dröge, Michael Möller
2023 — conf
On the unreasonable vulnerability of transformers for image restoration - and an easy fix.
ICCV (Workshops)
Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper
2023 J jnl
On the unreasonable vulnerability of transformers for image restoration - and an easy fix.
CoRR
Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper
2022 J jnl
A Generative Model for Generic Light Field Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell.
Paramanand Chandramouli, Kanchana Vaishnavi Gandikota, Andreas Görlitz, Andreas Kolb, Michael Möller
2022 — conf
A Simple Strategy to Provable Invariance via Orbit Mapping.
ACCV (5)
Kanchana Vaishnavi Gandikota, Jonas Geiping, Zorah Lähner, Adam Czaplinski, Michael Möller
2022 J jnl
A Simple Strategy to Provable Invariance via Orbit Mapping.
CoRR
Kanchana Vaishnavi Gandikota, Jonas Geiping, Zorah Lähner, Adam Czaplinski, Michael Möller
2022 A conf
LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models.
BMVC
Paramanand Chandramouli, Kanchana Vaishnavi Gandikota
2022 J jnl
LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models.
CoRR
Paramanand Chandramouli, Kanchana Vaishnavi Gandikota
2022 B conf
On Adversarial Robustness of Deep Image Deblurring.
ICIP
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Michael Möller
2022 J jnl
On Adversarial Robustness of Deep Image Deblurring.
CoRR
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Michael Moeller
2021 J jnl
Training or Architecture? How to Incorporate Invariance in Neural Networks.
CoRR
Kanchana Vaishnavi Gandikota, Jonas Geiping, Zorah Lähner, Adam Czaplinski, Michael Möller
2020 B conf
A Simple Domain Shifting Network for Generating Low Quality Images.
ICPR
Guruprasad M. Hegde, Avinash Nittur Ramesh, Kanchana Vaishnavi Gandikota, Roman Obermaisser, Michael Moeller
2020 J jnl
A Simple Domain Shifting Network for Generating Low Quality Images.
CoRR
Guruprasad M. Hegde, Avinash Nittur Ramesh, Kanchana Vaishnavi Gandikota, Roman Obermaisser, Michael Moeller
2020 J jnl
Generative Models for Generic Light Field Reconstruction.
CoRR
Paramanand Chandramouli, Kanchana Vaishnavi Gandikota, Andreas Görlitz, Andreas Kolb, Michael Moeller
2019 — conf
Blind Single Image Reflection Suppression for Face Images using Deep Generative Priors.
ICCV Workshops
Paramanand Chandramouli, Kanchana Vaishnavi Gandikota