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Class Balancing GAN with a Classifier in the Loop


Jun 17, 2021
Harsh Rangwani, Konda Reddy Mopuri, R. Venkatesh Babu

* UAI 2021 

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Deep Implicit Surface Point Prediction Networks


Jun 15, 2021
Rahul Venkatesh, Tejan Karmali, Sarthak Sharma, Aurobrata Ghosh, R. Venkatesh Babu, László A. Jeni, Maneesh Singh

* 22 pages, 17 figures 

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Your Classifier can Secretly Suffice Multi-Source Domain Adaptation


Mar 20, 2021
Naveen Venkat, Jogendra Nath Kundu, Durgesh Kumar Singh, Ambareesh Revanur, R. Venkatesh Babu

* NeurIPS 2020. Project page: https://sites.google.com/view/simpal 

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Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses


Nov 30, 2020
Gaurang Sriramanan, Sravanti Addepalli, Arya Baburaj, R. Venkatesh Babu

* NeurIPS 2020 (Spotlight) 

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Completely Self-Supervised Crowd Counting via Distribution Matching


Sep 14, 2020
Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel


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Class-Incremental Domain Adaptation


Aug 04, 2020
Jogendra Nath Kundu, Rahul Mysore Venkatesh, Naveen Venkat, Ambareesh Revanur, R. Venkatesh Babu

* ECCV 2020 

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Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation


Aug 04, 2020
Jogendra Nath Kundu, Ambareesh Revanur, Govind Vitthal Waghmare, Rahul Mysore Venkatesh, R. Venkatesh Babu

* ECCV 2020 

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Appearance Consensus Driven Self-Supervised Human Mesh Recovery


Aug 04, 2020
Jogendra Nath Kundu, Mugalodi Rakesh, Varun Jampani, Rahul Mysore Venkatesh, R. Venkatesh Babu

* ECCV 2020 (Oral) 

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Saliency-driven Class Impressions for Feature Visualization of Deep Neural Networks


Jul 31, 2020
Sravanti Addepalli, Dipesh Tamboli, R. Venkatesh Babu, Biplab Banerjee

* ICIP 2020 

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Learning to Count in the Crowd from Limited Labeled Data


Jul 08, 2020
Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Sam Babu, R. Venkatesh Babu, Vishal M. Patel

* Accepted at ECCV 2020 

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Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation


Jun 24, 2020
Jogendra Nath Kundu, Siddharth Seth, Rahul M V, Mugalodi Rakesh, R. Venkatesh Babu, Anirban Chakraborty

* AAAI 2020 (Oral) 

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From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks


May 05, 2020
K L Navaneet, Ansu Mathew, Shashank Kashyap, Wei-Chih Hung, Varun Jampani, R. Venkatesh Babu

* Accepted to CVPR 2020; Codes are available at https://github.com/val-iisc/ssl_3d_recon 

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Adversarial Fooling Beyond "Flipping the Label"


Apr 27, 2020
Konda Reddy Mopuri, Vaisakh Shaj, R. Venkatesh Babu

* CVPR-AMLCV-2020 

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Single-step Adversarial training with Dropout Scheduling


Apr 18, 2020
Vivek B. S., R. Venkatesh Babu

* CVPR 2020 

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Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis


Apr 09, 2020
Jogendra Nath Kundu, Siddharth Seth, Varun Jampani, Mugalodi Rakesh, R. Venkatesh Babu, Anirban Chakraborty

* CVPR 2020 (Oral) 

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Universal Source-Free Domain Adaptation


Apr 09, 2020
Jogendra Nath Kundu, Naveen Venkat, Rahul M V, R. Venkatesh Babu

* CVPR 2020. Code available at https://github.com/val-iisc/usfda 

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Towards Inheritable Models for Open-Set Domain Adaptation


Apr 09, 2020
Jogendra Nath Kundu, Naveen Venkat, Ambareesh Revanur, Rahul M V, R. Venkatesh Babu

* CVPR 2020 (Oral). Code available at https://github.com/val-iisc/inheritune 

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Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes


Apr 01, 2020
Sravanti Addepalli, Vivek B. S., Arya Baburaj, Gaurang Sriramanan, R. Venkatesh Babu

* CVPR 2020 

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Regularizers for Single-step Adversarial Training


Feb 03, 2020
B. S. Vivek, R. Venkatesh Babu


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DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier


Dec 27, 2019
Sravanti Addepalli, Gaurav Kumar Nayak, Anirban Chakraborty, R. Venkatesh Babu

* Accepted at AAAI-2020 

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UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation


Sep 16, 2019
Jogendra Nath Kundu, Nishank Lakkakula, R. Venkatesh Babu

* ICCV 2019 (Oral) 

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GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions


Sep 16, 2019
Jogendra Nath Kundu, Maharshi Gor, Dakshit Agrawal, R. Venkatesh Babu

* ICCV 2019 (code available at https://github.com/val-iisc/GANTree

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FDA: Feature Disruptive Attack


Sep 10, 2019
Aditya Ganeshan, B. S. Vivek, R. Venkatesh Babu

* Accepted in ICCV;19. Code Available at https://github.com/BardOfCodes/fda 

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Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection


Jun 21, 2019
Deepak Babu Sam, Skand Vishwanath Peri, Mukuntha N. S., Amogh Kamath, R. Venkatesh Babu

* Code available at : https://github.com/val-iisc/lsc-cnn 

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