Shashanka Venkataramanan

23 papers A* 5B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning.
CoRR
Shashanka Venkataramanan, Valentinos Pariza, Mohammadreza Salehi, Lukas Knobel, Spyros Gidaris, Elias Ramzi, Andrei Bursuc, Yuki M. Asano
2025 J jnl
IPA: An Information-Preserving Input Projection Framework for Efficient Foundation Model Adaptation.
CoRR
Yuan Yin, Shashanka Venkataramanan, Tuan-Hung Vu, Andrei Bursuc, Matthieu Cord
2025 J jnl
IPA: An Information-Reconstructive Input Projection Framework for Efficient Foundation Model Adaptation.
Trans. Mach. Learn. Res.
Yuan Yin, Shashanka Venkataramanan, Tuan-Hung Vu, Andrei Bursuc, Matthieu Cord
2025 J jnl
MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning.
CoRR
Mohammadreza Salehi, Shashanka Venkataramanan, Ioana Simion, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2025 J jnl
VaViM and VaVAM: Autonomous Driving through Video Generative Modeling.
CoRR
Florent Bartoccioni, Elias Ramzi, Victor Besnier, Shashanka Venkataramanan, Tuan-Hung Vu, Yihong Xu, Loïck Chambon, Spyros Gidaris, Serkan Odabas, David Hurych, Renaud Marlet, Alexandre Boulch, Mickaël Chen, Éloi Zablocki, Andrei Bursuc, Eduardo Valle, Matthieu Cord
2024 A* conf
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video.
ICLR
Shashanka Venkataramanan, Mamshad Nayeem Rizve, João Carreira, Yuki M. Asano, Yannis Avrithis
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
2024 A* conf
Skip-Attention: Improving Vision Transformers by Paying Less Attention.
ICLR
Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano, Fatih Porikli, Amirhossein Habibian
2023 A* conf
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples.
NeurIPS
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
2023 J jnl
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples.
CoRR
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
2023 J jnl
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video.
CoRR
Shashanka Venkataramanan, Mamshad Nayeem Rizve, João Carreira, Yuki M. Asano, Yannis Avrithis
2023 J jnl
Skip-Attention: Improving Vision Transformers by Paying Less Attention.
CoRR
Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano, Fatih Porikli, Amirhossein Habibian
2022 A* conf
AlignMixup: Improving Representations By Interpolating Aligned Features.
CVPR
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
2022 A* conf
It Takes Two to Tango: Mixup for Deep Metric Learning.
ICLR
Shashanka Venkataramanan, Bill Psomas, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos, Yannis Avrithis
2022 J jnl
Teach me how to Interpolate a Myriad of Embeddings.
CoRR
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis
2021 J jnl
AlignMix: Improving representation by interpolating aligned features.
CoRR
Shashanka Venkataramanan, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg
2021 J jnl
Infrared Target Detection in Cluttered Environments by Maximization of a Target to Clutter Ratio (TCR) Metric Using a Convolutional Neural Network.
IEEE Trans. Aerosp. Electron. Syst.
Bruce McIntosh, Shashanka Venkataramanan, Abhijit Mahalanobis
2021 J jnl
It Takes Two to Tango: Mixup for Deep Metric Learning.
CoRR
Shashanka Venkataramanan, Bill Psomas, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos
2020 — conf
Attention Guided Anomaly Localization in Images.
ECCV (17)
Shashanka Venkataramanan, Kuan-Chuan Peng, Rajat Vikram Singh, Abhijit Mahalanobis
2020 B conf
Target Detection in Cluttered Environments Using Infra-Red Images.
ICIP
Bruce McIntosh, Shashanka Venkataramanan, Abhijit Mahalanobis
2019 J jnl
Attention Guided Anomaly Detection and Localization in Images.
CoRR
Shashanka Venkataramanan, Kuan-Chuan Peng, Rajat Vikram Singh, Abhijit Mahalanobis
2019 J jnl
Dictionary Alignment With Re-Ranking for Low-Resolution NIR-VIS Face Recognition.
IEEE Trans. Inf. Forensics Secur.
Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas
2017 — conf
Improved Low Resolution Heterogeneous Face Recognition Using Re-ranking.
NCVPRIPG
Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas