Swami Sankaranarayanan

发表

Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth

Swami Sankaranarayanan, Pouya Samangouei, Ardavan Saeedi, 2020, ICLR.

Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2016, International Journal of Computer Vision.

3D facial model synthesis using coupled dictionaries

Swami Sankaranarayanan, Rama Chellappa, Vishal M. Patel, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Face recognition accuracy of forensic examiners, superrecognizers, and face recognition algorithms

Swami Sankaranarayanan, Rama Chellappa, Jun-Cheng Chen, 2018, Proceedings of the National Academy of Sciences.

Towards the design of an end-to-end automated system for image and video-based recognition

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2016, 2016 Information Theory and Applications Workshop (ITA).

Improving Network Robustness against Adversarial Attacks with Compact Convolution pdf

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2017, ArXiv.

Social Trait Information in Deep Convolutional Neural Networks Trained for Face Identification

Connor J. Parde, Carlos D. Castillo, Swami Sankaranarayanan, 2019, Cogn. Sci..

Unsupervised Domain Adaptation for Semantic Segmentation with GANs pdf

Swami Sankaranarayanan, Rama Chellappa, Ser-Nam Lim, 2017, ArXiv.

Face and Image Representation in Deep CNN Features

Connor J. Parde, Carlos D. Castillo, Matthew Q. Hill, 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

Unconstrained face verification using fisher vectors computed from frontalized faces

Swami Sankaranarayanan, Rama Chellappa, Jun-Cheng Chen, 2015, 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS).

Face Familiarity in Deep Convolutional Neural Networks

Connor J. Parde, Carlos D. Castillo, Matthew Q. Hill, 2018 .

An All-In-One Convolutional Neural Network for Face Analysis

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2016, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks

Swami Sankaranarayanan, Ser-Nam Lim, Arpit Jain, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Proximity-Aware Hierarchical Clustering of unconstrained faces

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2018, Image Vis. Comput..

Unsupervised Visual Domain Adaptation Using Generative Adversarial Networks

Swami Sankaranarayanan, Rama Chellappa, Yogesh Balaji, 2020, Computer Vision.

Social Networks: Analyzing Social Information in Deep Convolutional Neural Networks Trained for Face Identification

Connor J. Parde, Carlos D. Castillo, Swami Sankaranarayanan, 2018 .

Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition pdf

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2018, ArXiv.

Regularizing deep networks using efficient layerwise adversarial training

Swami Sankaranarayanan, Rama Chellappa, Ser-Nam Lim, 2017, AAAI.

Learning From Noisy Labels by Regularized Estimation of Annotator Confusion

Swami Sankaranarayanan, Daniel C. Alexander, Ardavan Saeedi, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Triplet probabilistic embedding for face verification and clustering

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2016, 2016 IEEE 8th International Conference on Biometrics Theory, Applications and Systems (BTAS).

MetaReg: Towards Domain Generalization using Meta-Regularization

Swami Sankaranarayanan, Rama Chellappa, Yogesh Balaji, 2018, NeurIPS.

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Swami Sankaranarayanan, Rama Chellappa, Ser-Nam Lim, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Face representations in deep convolutional neural networks

Connor J. Parde, Carlos D. Castillo, Matthew Q. Hill, 2017 .

Generate to Adapt: Aligning Domains Using Generative Adversarial Networks

Carlos D. Castillo, Swami Sankaranarayanan, Rama Chellappa, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans

Carlos D. Castillo, Swami Sankaranarayanan, Jun-Cheng Chen, 2018, IEEE Signal Processing Magazine.

Swami Sankaranarayanan, Rama Chellappa, Azadeh Alavi, 2016, ArXiv.