Analyzing Tweets to Aid Situational Awareness. - Tim van Kasteren; Birte Ulrich; Vignesh Srinivasan; Maria E. Niessen (ECIR, 2014)

Shot aggregating strategy for near-duplicate video retrieval. - Vignesh Srinivasan; Frédéric Lefèbvre; Alexey Ozerov (EUSIPCO, 2015)

Analyzing Similarities in Handoff Communication Content between Residents and Nurses. - Vignesh Srinivasan; Thomas George Kannampallil; Trevor Cohen; Joanna Abraham (AMIA, 2016)

On the robustness of action recognition methods in compressed and pixel domain. - Vignesh Srinivasan; Serhan Gul; Sebastian Bosse; Jan Timo Meyer; Thomas Schierl; Cornelius Hellge; Wojciech Samek (EUVIP, 2016)

Sharing Hash Codes for Multiple Purposes. - Wikor Pronobis; Danny Panknin; Johannes Kirschnick; Vignesh Srinivasan; Wojciech Samek; Volker Markl; Manohar Kaul; Klaus-Robert Müller; Shinichi Nakajima (CoRR, 2016)

Interpretable human action recognition in compressed domain. - Vignesh Srinivasan; Sebastian Lapuschkin; Cornelius Hellge; Klaus-Robert Müller; Wojciech Samek (ICASSP, 2017)

Estimating Position & Velocity in 3D Space from Monocular Video Sequences Using a Deep Neural Network. - Arturo Marbán; Vignesh Srinivasan; Wojciech Samek; Josep Fernández; Alicia Casals (ICCV Workshops, 2017)

Measuring content overlap during handoff communication using distributional semantics: An exploratory study. - Joanna Abraham; Thomas George Kannampallil; Vignesh Srinivasan; William L. Galanter; Gail Tagney; Trevor Cohen (J. Biomed. Informatics, 2017)

Estimation of Interaction Forces in Robotic Surgery using a Semi-Supervised Deep Neural Network Model. - Arturo Marbán; Vignesh Srinivasan; Wojciech Samek; Josep Fernández; Alicia Casals (IROS, 2018)

Counterstrike: Defending Deep Learning Architectures Against Adversarial Samples by Langevin Dynamics with Supervised Denoising Autoencoder. - Vignesh Srinivasan; Arturo Marbán; Klaus-Robert Müller; Wojciech Samek; Shinichi Nakajima (CoRR, 2018)

Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography. - Tatiana A. Bubba; Gitta Kutyniok; Matti Lassas; Maximilian März; Wojciech Samek; Samuli Siltanen; Vignesh Srinivasan (CoRR, 2018)

Black-Box Decision based Adversarial Attack with Symmetric α-stable Distribution. - Vignesh Srinivasan; Ercan E. Kuruoglu; Klaus-Robert Müller; Wojciech Samek; Shinichi Nakajima (EUSIPCO, 2019)

Multi-Kernel Prediction Networks for Denoising of Burst Images. - Talmaj Marinc; Vignesh Srinivasan; Serhan Gül; Cornelius Hellge; Wojciech Samek (ICIP, 2019)

A recurrent convolutional neural network approach for sensorless force estimation in robotic surgery. - Arturo Marbán; Vignesh Srinivasan; Wojciech Samek; Josep Fernández; Alicia Casals (Biomed. Signal Process. Control., 2019)

Benign Examples: Imperceptible Changes Can Enhance Image Translation Performance. - Vignesh Srinivasan; Klaus-Robert Müller; Wojciech Samek; Shinichi Nakajima (AAAI, 2020)

Langevin Cooling for Domain Translation. - Vignesh Srinivasan; Klaus-Robert Müller; Wojciech Samek; Shinichi Nakajima (CoRR, 2020)

Data Aggregation Of Tweets And Topic Modelling Based On The Twitter Dataset. - Vignesh Srinivasan; K. Chandrasekaran 001 (BDET, 2021)

On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy. - Vignesh Srinivasan; Nils Strodthoff; Jackie Ma; Alexander Binder; Klaus-Robert Müller; Wojciech Samek (CoRR, 2021)

Robustifying models against adversarial attacks by Langevin dynamics. - Vignesh Srinivasan; Csaba Rohrer; Arturo Marbán; Klaus-Robert Müller; Wojciech Samek; Shinichi Nakajima (Neural Networks, 2021)

Towards robustifying deep neural networks against adversarial, fringe and distorted examples. - Vignesh Srinivasan (2022)

Langevin Cooling for Unsupervised Domain Translation. - Vignesh Srinivasan; Klaus-Robert Müller; Wojciech Samek; Shinichi Nakajima (IEEE Trans. Neural Networks Learn. Syst., 2023)

Evaluating Handover Impact on IBC-Authenticated Task Offloading in C-V2X VTENs. - Sarah Al-Shareeda; Vignesh Srinivasan; Mohammad AlMudhaf; Yasser Bin Salamah; Bander Jabr; Füsun Özgüner (VNC, 2025)