Adobe Media and Data Science Research (MDSR) Laboratory
Adobe Media and Data Science Research (MDSR) Laboratory
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MobiVSR - Mobile Application for Visual Speech Recognition
Visual speech recognition (VSR) is the task of recognizing spoken language from video input only, without any audio. VSR has many …
Nilay Srivastava
,
Astitwa Saxena
,
Yaman Kumar Singla
,
Debanjan Mahata
,
Rajiv Ratn Shah
,
Amanda Stent
,
Roger Zimmerman
PDF
Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks
Deep neural networks (DNNs) are powerful learning machines that have enabled breakthroughs in several domains. In this work, we …
Surgan Jandial
,
Ayush Chopra
,
Mausoom Sarkar
,
Piyush Gupta
,
Balaji Krishnamurthy
,
Vineeth Balasubramanian
PDF
Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models
Neural networks are vulnerable to adversarial attacks – small visually imperceptible crafted noise which when added to the input …
Mayank Singh
,
Abhishek Sinha
,
Nupur Kumari
,
Harshitha Machiraju
,
Balaji Krishnamurthy
,
Vineeth N Balasubramanian
PDF
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