Shashanka Venkataramanan

According to our database, Shashanka Venkataramanan authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Metric learning for instance and category-level visual representation. (Apprentissage métrique pour la représentation visuelle au niveau des instances et des catégories).

Shashanka Venkataramanan

PhD thesis, 2024

Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video.

Shashanka Venkataramanan, Mamshad Nayeem Rizve, João Carreira, Yuki M. Asano, Yannis Avrithis

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Skip-Attention: Improving Vision Transformers by Paying Less Attention.

Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano, Fatih Porikli, Amirhossein Habibian

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples.

Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis

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

2022

Teach me how to Interpolate a Myriad of Embeddings.

Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis

CoRR, 2022

It Takes Two to Tango: Mixup for Deep Metric Learning.

Shashanka Venkataramanan, Bill Psomas, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos, Yannis Avrithis

Proceedings of the Tenth International Conference on Learning Representations, 2022

AlignMixup: Improving Representations By Interpolating Aligned Features.

Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis

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

2021

Infrared Target Detection in Cluttered Environments by Maximization of a Target to Clutter Ratio (TCR) Metric Using a Convolutional Neural Network.

Bruce McIntosh, Shashanka Venkataramanan, Abhijit Mahalanobis

IEEE Trans. Aerosp. Electron. Syst., 2021

AlignMix: Improving representation by interpolating aligned features.

Shashanka Venkataramanan, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg

CoRR, 2021

2020

Target Detection in Cluttered Environments Using Infra-Red Images.

Bruce McIntosh, Shashanka Venkataramanan, Abhijit Mahalanobis

Proceedings of the IEEE International Conference on Image Processing, 2020

Attention Guided Anomaly Localization in Images.

Shashanka Venkataramanan, Kuan-Chuan Peng, Rajat Vikram Singh, Abhijit Mahalanobis

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Dictionary Alignment With Re-Ranking for Low-Resolution NIR-VIS Face Recognition.

Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas

IEEE Trans. Inf. Forensics Secur., 2019

Attention Guided Anomaly Detection and Localization in Images.

Shashanka Venkataramanan, Kuan-Chuan Peng, Rajat Vikram Singh, Abhijit Mahalanobis

CoRR, 2019

2017

Improved Low Resolution Heterogeneous Face Recognition Using Re-ranking.

Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas

Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017