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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
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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
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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
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