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Konda Reddy Mopuri
Assistant Professor
Department of Artificial Intelligence
krmopuri@ai.iith.ac.in (Work)
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Publications (25)
Publications (25)
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Articles
Mining Data Impressions From Deep Models as Substitute for the Unavailable Training Data
G.K. Nayak
,
Konda Reddy Mopuri
,
...
,
A. Chakraborty
(4 authors)
2022 | IEEE Computer Society
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PDF
Postprint
Conferences
Adv-Cut Paste: Semantic adversarial class specific data augmentation technique for object detection
S. Arun Kumar
,
A. Pal
,
Konda Reddy Mopuri
and
R. Krishna Gorthi
2022 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Early Stuck Detection Using Supervised and Unsupervised Machine Learning Approaches
T. Inoue
,
Y. Nakagawa
,
...
,
Konda Reddy Mopuri
(9 authors)
2022 | Offshore Technology Conference
Articles
Early sign detection for the stuck pipe scenarios using unsupervised deep learning
Konda Reddy Mopuri
,
H. Bilen
,
...
,
H. Tamamura
(8 authors)
2022 | Elsevier B.V.
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PDF
Postprint
Conferences
Class Balancing GAN with a Classifier in the Loop
H. Rangwani
,
Konda Reddy Mopuri
and
R.V. Babu
2021 | Association For Uncertainty in Artificial Intelligence (AUAI)
Conferences
Approach for Real-Time Prediction of Pipe Stuck Risk Using a Long Short-Term Memory Autoencoder Architecture
Y. Nakagawa
,
T. Inoue
,
...
,
Konda Reddy Mopuri
,
...
,
H. Ogasawara
(10 authors)
2021 | Society of Petroleum Engineers
Conferences
DATASET CONDENSATION WITH GRADIENT MATCHING
B. Zhao
,
Konda Reddy Mopuri
and
H. Bilen
2021 | International Conference on Learning Representations, ICLR
Conferences
An unsupervised learning model for pipe stuck predictions using a long short-term memory autoencoder architecture
Y. Nakagawa
,
T. Inoue
,
...
,
Konda Reddy Mopuri
,
...
,
H. Tamamura
(9 authors)
2021 | Society of Petroleum Engineers
Conferences
Class Balancing GAN with a Classifier in the Loop
H. Rangwani
,
Konda Reddy Mopuri
and
R.V. Babu
2021 | ML Research Press
Conferences
Adversarial fooling beyond "flipping the label"
Konda Reddy Mopuri
,
V. Shaj
and
R.V. Babu
2020 | IEEE Computer Society
Articles
CNN Fixations: An Unraveling Approach to Visualize the Discriminative Image Regions
Konda Reddy Mopuri
,
U. Garg
and
R.V. Babu
2019 | Institute of Electrical and Electronics Engineers Inc.
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PDF
Postprint
Articles
Generalizable Data-Free Objective for Crafting Universal Adversarial Perturbations
Konda Reddy Mopuri
,
A. Ganeshan
and
R.V. Babu
2019 | IEEE Computer Society
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PDF
Postprint
Conferences
Zero-shot knowledge distillation in deep networks
G.K. Nayak
,
Konda Reddy Mopuri
,
...
,
A. Chakraborty
(5 authors)
2019 | International Machine Learning Society (IMLS)
Conferences
NAG: Network for Adversary Generation
Konda Reddy Mopuri
,
U. Ojha
,
...
,
R.V. Babu
(4 authors)
2018 | IEEE Computer Society
Conferences
Learning representations with strong supervision for image search
Konda Reddy Mopuri
,
V.B. Athreya
and
R.V. Babu
2018 | Institute of Electrical and Electronics Engineers Inc.
Conferences
BatchOut: Batch-level feature augmentation to improve robustness to adversarial examples
A. Subramanya
,
Konda Reddy Mopuri
and
R.V. Babu
2018 | Association for Computing Machinery
Conferences
Gray-box adversarial training
B.S. Vivek
,
Konda Reddy Mopuri
and
R.V. Babu
2018 | Springer Verlag
Conferences
Ask, acquire, and attack: data-free UAP generation using class impressions
Konda Reddy Mopuri
,
P.K. Uppala
and
R.V. Babu
2018 | Springer Verlag
Book Chapter
An Introduction to Deep Convolutional Neural Nets for Computer Vision
S. Srinivas
,
R.K. Sarvadevabhatla
,
Konda Reddy Mopuri
,
...
,
R.V. Babu
(6 authors)
2017 | Elsevier Inc.
Conferences
Fast feature fool: A data independent approach to universal adversarial perturbations
Konda Reddy Mopuri
,
U. Garg
and
R. Venkatesh Babu
2017 | BMVA Press
Showing 1-20 of 25 results
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