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Community-based Outlier Detection for Edge-attributed Graphs
Supriya Pandhre, Manish Gupta, Vineeth N Balasubramanian
The study of networks has emerged in diverse disciplines as a means of analyzing complex relationship data. Beyond graph analysis tasks like graph query processing, link analysis,…
Deep Model Compression: Distilling Knowledge from Noisy Teachers
Bharat Bhusan Sau, Vineeth N. Balasubramanian
The remarkable successes of deep learning models across various applications have resulted in the design of deeper networks that can solve complex problems. However, the increasing…
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures
Gaurav Mittal, Tanya Marwah, Vineeth N. Balasubramanian
This paper introduces a novel approach for generating videos called Synchronized Deep Recurrent Attentive Writer (Sync-DRAW). Sync-DRAW can also perform text-to-video generation wh…
DAiSEE: Towards User Engagement Recognition in the Wild
Abhay Gupta, Arjun D'Cunha, Kamal Awasthi +1
We introduce DAiSEE, the first multi-label video classification dataset comprising of 9068 video snippets captured from 112 users for recognizing the user affective states of bored…