most citedMeta-Embeddings for Natural Language Inference and Semantic Similarity tasks

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cs.LG2020

Characterizing the Weight Space for Different Learning Models

Saurav Musunuru, Jay N. Paranjape, Rahul Kumar Dubey +1

Deep Learning has become one of the primary research areas in developing intelligent machines. Most of the well-known applications (such as Speech Recognition, Image Processing and…

cs.LG2020

Exploring the role of Input and Output Layers of a Deep Neural Network in Adversarial Defense

Jay N. Paranjape, Rahul Kumar Dubey, Vijendran V Gopalan

Deep neural networks are learning models having achieved state of the art performance in many fields like prediction, computer vision, language processing and so on. However, it ha…