Vishnu Naresh Boddeti

According to our database, Vishnu Naresh Boddeti authored at least 93 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fairness and Bias Mitigation in Computer Vision: A Survey.

Sepehr Dehdashtian, Ruozhen He, Yi Li, Guha Balakrishnan, Nuno Vasconcelos, Vicente Ordonez, Vishnu Naresh Boddeti

CoRR, 2024

A Deep Learning Framework for Three Dimensional Shape Reconstruction from Phaseless Acoustic Scattering Far-field Data.

Doga Dikbayir, Abdel Alsnayyan, Vishnu Naresh Boddeti, Balasubramaniam Shanker, Hasan Metin Aktulga

CoRR, 2024

Action Reimagined: Text-to-Pose Video Editing for Dynamic Human Actions.

Lan Wang, Vishnu Boddeti, Sernam Lim

CoRR, 2024

Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage.

Xuyang Li, Hamed Bolandi, Mahdi Masmoudi, Talal Salem, Nizar Lajnef, Vishnu Naresh Boddeti

CoRR, 2024

FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs.

Sepehr Dehdashtian, Lan Wang, Vishnu Boddeti

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption.

Bharat Yalavarthi, Arjun Ramesh Kaushik, Arun Ross, Vishnu Boddeti, Nalini K. Ratha

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

The Dark Side of Dataset Scaling: Evaluating Racial Classification in Multimodal Models.

Abeba Birhane, Sepehr Dehdashtian, Vinay Uday Prabhu, Vishnu Boddeti

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

CoLa-SDF: Controllable Latent StyleSDF for Disentangled 3D Face Generation.

Rahul Dey, Bernhard Egger, Vishnu Naresh Boddeti, Ye Wang, Tim K. Marks

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Utility-Fairness Trade-Offs and how to Find Them.

Sepehr Dehdashtian, Bashir Sadeghi, Vishnu Naresh Boddeti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Physics informed neural network for dynamic stress prediction.

Hamed Bolandi, Gautam Sreekumar, Xuyang Li, Nizar Lajnef, Vishnu Naresh Boddeti

Appl. Intell., November, 2023

Towards Transmission-Friendly and Robust CNN Models over Cloud and Device.

Chuntao Ding, Zhichao Lu, Felix Juefei-Xu, Vishnu Naresh Boddeti, Yidong Li, Jiannong Cao

IEEE Trans. Mob. Comput., October, 2023

TFormer: A Transmission-Friendly ViT Model for IoT Devices.

Zhichao Lu, Chuntao Ding, Felix Juefei-Xu, Vishnu Naresh Boddeti, Shangguang Wang, Yun Yang

IEEE Trans. Parallel Distributed Syst., February, 2023

Heat-assisted detection and ranging.

Fanglin Bao, Xueji Wang, Shree Hari Sureshbabu, Gautam Sreekumar, Liping Yang, Vaneet Aggarwal, Vishnu Naresh Boddeti, Zubin Jacob

Nat., 2023

AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE.

Wei Ao, Vishnu Boddeti

IACR Cryptol. ePrint Arch., 2023

Into the LAIONs Den: Investigating Hate in Multimodal Datasets.

Abeba Birhane, Vinay Uday Prabhu, Sang Han, Vishnu Naresh Boddeti, Alexandra Sasha Luccioni

CoRR, 2023

Spurious Correlations and Where to Find Them.

Gautam Sreekumar, Vishnu Naresh Boddeti

CoRR, 2023

On Hate Scaling Laws For Data-Swamps.

Abeba Birhane, Vinay Uday Prabhu, Sang Han, Vishnu Naresh Boddeti

CoRR, 2023

Neuro-DynaStress: Predicting Dynamic Stress Distributions in Structural Components.

Hamed Bolandi, Gautam Sreekumar, Xuyang Li, Nizar Lajnef, Vishnu Naresh Boddeti

CoRR, 2023

Fully Homomorphic Encryption Operators for Score and Decision Fusion in Biometric Identification.

Tilak Sharma, Mahika Wason, Vishnu Boddeti, Arun Ross, Nalini K. Ratha

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2023

Into the LAION's Den: Investigating Hate in Multimodal Datasets.

Abeba Birhane, Vinay Uday Prabhu, Sanghyun Han, Vishnu Boddeti, Sasha Luccioni

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

International Workshop on Federated Learning for Distributed Data Mining.

Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou, Vishnu Naresh Boddeti, Jiayu Zhou

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Discovering Adaptable Symbolic Algorithms from Scratch.

Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real

IROS, 2023

Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services.

Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti

Proceedings of the IEEE International Conference on Web Services, 2023

On the Biometric Capacity of Generative Face Models.

Vishnu Naresh Boddeti, Gautam Sreekumar, Arun Ross

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

MOAZ: A Multi-Objective AutoML-Zero Framework.

Ritam Guha, Wei Ao, Stephen Kelly, Vishnu Boddeti, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

ProTéGé: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding.

Lan Wang, Gaurav Mittal, Sandra Sajeev, Ye Yu, Matthew Hall, Vishnu Naresh Boddeti, Mei Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Revisiting Residual Networks for Adversarial Robustness.

Shihua Huang, Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives.

Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

On Characterizing the Trade-off in Invariant Representation Learning.

Bashir Sadeghi, Sepehr Dehdashtian, Vishnu Boddeti

Trans. Mach. Learn. Res., 2022

HERS: Homomorphically Encrypted Representation Search.

Joshua J. Engelsma, Anil K. Jain, Vishnu Naresh Boddeti

IEEE Trans. Biom. Behav. Identity Sci., 2022

Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective.

Shihua Huang, Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti

CoRR, 2022

Deep learning paradigm for prediction of stress distribution in damaged structural components with stress concentrations.

Hamed Bolandi, Xuyang Li, Talal Salem, Vishnu Naresh Boddeti, Nizar Lajnef

Adv. Eng. Softw., 2022

3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion.

Rahul Dey, Vishnu Naresh Boddeti

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

HEFT: Homomorphically Encrypted Fusion of Biometric Templates.

Luke Sperling, Nalini K. Ratha, Arun Ross, Vishnu Naresh Boddeti

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems.

Xuyang Li, Hamed Bolandi, Talal Salem, Nizar Lajnef, Vishnu Naresh Boddeti

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Do learned representations respect causal relationships?

Lan Wang, Vishnu Naresh Boddeti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Generating Diverse 3D Reconstructions from a Single Occluded Face Image.

Rahul Dey, Vishnu Naresh Boddeti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification.

Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

IEEE Trans. Evol. Comput., 2021

Neural Architecture Transfer.

Zhichao Lu, Gautam Sreekumar, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti

IEEE Trans. Pattern Anal. Mach. Intell., 2021

On the Fundamental Trade-offs in Learning Invariant Representations.

Bashir Sadeghi, Vishnu Boddeti

CoRR, 2021

Adversarial Representation Learning with Closed-Form Solvers.

Bashir Sadeghi, Lan Wang, Vishnu Naresh Boddeti

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Spatially-Adaptive Image Restoration using Distortion-Guided Networks.

Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Vishnu Naresh Boddeti

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Towards Multi-objective Co-evolutionary Problem Solving.

Anirudh Suresh, Kalyanmoy Deb, Vishnu Naresh Boddeti

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Multi-objective Coevolution and Decision-making for Cooperative and Competitive Environments.

Anirudh Suresh, Jaturong Kongmanee, Kalyanmoy Deb, Vishnu Naresh Boddeti

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract).

Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

NSGANetV2: Evolutionary Multi-objective Surrogate-Assisted Neural Architecture Search.

Zhichao Lu, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

Proceedings of the Computer Vision - ECCV 2020, 2020

Imparting Fairness to Pre-Trained Biased Representations.

Bashir Sadeghi, Vishnu Naresh Boddeti

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MUXConv: Information Multiplexing in Convolutional Neural Networks.

Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Constrained Sampling: Optimum Reconstruction in Subspace With Minimax Regret Constraint.

Bashir Sadeghi, Runyi Yu, Vishnu Naresh Boddeti

IEEE Trans. Signal Process., 2019

Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks.

Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

CoRR, 2019

On the Global Optima of Kernelized Adversarial Representation Learning.

Bashir Sadeghi, Runyi Yu, Vishnu Boddeti

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

NSGA-Net: neural architecture search using multi-objective genetic algorithm.

Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach.

Proteek Chandan Roy, Vishnu Naresh Boddeti

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

On the Intrinsic Dimensionality of Image Representations.

Sixue Gong, Vishnu Naresh Boddeti, Anil K. Jain

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator for Static Video Surveillance - Can We Learn Pedestrian Detectors and Pose Estimators Without Real Data?

Hironori Hattori, Namhoon Lee, Vishnu Naresh Boddeti, Fares Beainy, Kris M. Kitani, Takeo Kanade

Int. J. Comput. Vis., 2018

NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search.

Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf

CoRR, 2018

On the Intrinsic Dimensionality of Face Representation.

Sixue Gong, Vishnu Naresh Boddeti, Anil K. Jain

CoRR, 2018

Perturbative Neural Networks.

Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Secure Face Matching Using Fully Homomorphic Encryption.

Vishnu Naresh Boddeti

Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

RankGAN: A Maximum Margin Ranking GAN for Generating Faces.

Felix Juefei-Xu, Rahul Dey, Vishnu Naresh Boddeti, Marios Savvides

Proceedings of the Computer Vision - ACCV 2018, 2018

Efficient K-Shot Learning With Regularized Deep Networks.

Donghyun Yoo, Haoqi Fan, Vishnu Naresh Boddeti, Kris M. Kitani

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

On the Capacity of Face Representation.

Sixue Gong, Vishnu Naresh Boddeti, Anil K. Jain

CoRR, 2017

Emergence of Selective Invariance in Hierarchical Feed Forward Networks.

Dipan K. Pal, Vishnu Naresh Boddeti, Marios Savvides

CoRR, 2017

Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking.

Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

CoRR, 2017

Face Alignment Robust to Pose, Expressions and Occlusions.

Vishnu Naresh Boddeti, Myung-Cheol Roh, Jongju Shin, Takaharu Oguri, Takeo Kanade

CoRR, 2017

Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption.

Ryo Yonetani, Vishnu Naresh Boddeti, Kris M. Kitani, Yoichi Sato

Proceedings of the IEEE International Conference on Computer Vision, 2017

Local Binary Convolutional Neural Networks.

Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Video segmentation and stabilization for BallCam.

Ryohei Funakoshi, Vishnu Naresh Boddeti, Kris Makoto Kitani, Hideki Koike

Proceedings of the 8th Augmented Human International Conference, 2017

2016

Gesture-based Bootstrapping for Egocentric Hand Segmentation.

Yubo Zhang, Vishnu Naresh Boddeti, Kris M. Kitani

CoRR, 2016

In Teacher We Trust: Learning Compressed Models for Pedestrian Detection.

Jonathan Shen, Noranart Vesdapunt, Vishnu Naresh Boddeti, Kris M. Kitani

CoRR, 2016

Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator.

Namhoon Lee, Xinshuo Weng, Vishnu Naresh Boddeti, Yu Zhang, Fares Beainy, Kris M. Kitani, Takeo Kanade

CoRR, 2016

Activity-Aware Video Stabilization for BallCam.

Ryohei Funakoshi, Vishnu Naresh Boddeti, Kris Makoto Kitani, Hideki Koike

Proceedings of the 29th Annual Symposium on User Interface Software and Technology, 2016

Stacked correlation filters for biometric verification.

Jonathon M. Smereka, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Andres Rodriguez

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Probabilistic Deformation Models for Challenging Periocular Image Verification.

Jonathon M. Smereka, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar

IEEE Trans. Inf. Forensics Secur., 2015

Zero-Aliasing Correlation Filters for Object Recognition.

Joseph A. Fernandez, Vishnu Naresh Boddeti, Andres Rodriguez, B. V. K. Vijaya Kumar

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Face Alignment Refinement.

Andy Zeng, Vishnu Naresh Boddeti, Kris M. Kitani, Takeo Kanade

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Learning scene-specific pedestrian detectors without real data.

Hironori Hattori, Vishnu Naresh Boddeti, Kris M. Kitani, Takeo Kanade

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Maximum Margin Vector Correlation Filter.

Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar

CoRR, 2014

3D Pose-by-Detection of Vehicles via Discriminatively Reduced Ensembles of Correlation Filters.

Yair Movshovitz-Attias, Yaser Sheikh, Vishnu Naresh Boddeti, Zijun Wei

Proceedings of the British Machine Vision Conference, 2014

2013

Application of Correlation Filters for Iris Recognition.

B. V. K. Vijaya Kumar, Jason Thornton, Marios Savvides, Vishnu Naresh Boddeti, Jonathon M. Smereka

Proceedings of the Handbook of Iris Recognition, 2013

Iris Segmentation for Challenging Periocular Images.

Raghavender R. Jillela, Arun Abraham Ross, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Xiaofei Hu, Robert J. Plemmons, Paúl Pauca

Proceedings of the Handbook of Iris Recognition, 2013

Maximum Margin Correlation Filter: A New Approach for Localization and Classification.

Andres Rodriguez, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Abhijit Mahalanobis

IEEE Trans. Image Process., 2013

A Framework for Binding and Retrieving Class-Specific Information to and from Image Patterns Using Correlation Filters.

Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Correlation Filters for Object Alignment.

Vishnu Naresh Boddeti, Takeo Kanade, B. V. K. Vijaya Kumar

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Maximum-Margin Coupled Mappings for cross-domain matching.

Stephen Siena, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar

Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Rank information fusion for challenging ocular image recognition.

Md. Maruf Monwar, B. V. K. Vijaya Kumar, Vishnu Naresh Boddeti, Jonathon M. Smereka

Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012

RainMon: an integrated approach to mining bursty timeseries monitoring data.

Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger, Christos Faloutsos

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Matching highly non-ideal ocular images: An information fusion approach.

Arun Ross, Raghavender R. Jillela, Jonathon M. Smereka, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Ryan Barnard, Xiaofei Hu, Victor Paúl Pauca, Robert J. Plemmons

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Coupled Marginal Fisher Analysis for Low-Resolution Face Recognition.

Stephen Siena, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

A comparative evaluation of iris and ocular recognition methods on challenging ocular images.

Vishnu Naresh Boddeti, Jonathon M. Smereka, B. V. K. Vijaya Kumar

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Improved iris segmentation based on local texture statistics.

Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Krishnan Ramkumar

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Extended-Depth-of-Field Iris Recognition Using Unrestored Wavefront-Coded Imagery.

Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar

IEEE Trans. Syst. Man Cybern. Part A, 2010

2009

A Biometric Key-Binding and Template Protection Framework Using Correlation Filters.

Vishnu Naresh Boddeti, Fei Su, B. V. K. Vijaya Kumar

Proceedings of the Advances in Biometrics, Third International Conference, 2009