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Ayush Mangal

Research Engineer

About Me

Hi! I am a Research Engineer at Gan.ai, helping machines speak!. Previously I was at Microsoft Bing Travel make their visual content make people go WoW ❤️. I am currently interested in using Deep learning to make awesome products.

During my undergrad I had the pleasure of working in various academic research labs and startups on topics ranging from Computer Vision, to NLP, finance, reinforcement learning. I was also involved in leading various undergrad research groups, focusing on Deep Learning, Core CS, Quantum Computing and Blockchain.

Professional stuff aside, I am a die-hard anime fan, an avid reader, wannabe Musician/Writer/Youtuber? lol (checkout my YT channel and Medium!) and a lifelong learner who’s always up for a good conversation.

Interests

Computer Vision
NLP, MLOps
Content Creation
Anything and everything :P

Education

B.Tech. in Computer Science
Indian Institute of Technology Roorkee

Featured Publications

Modeling Financial Uncertainty with Multivariate Temporal Entropy‐based Curriculums (UAI 2021)

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Recent Publications

Ramit Sawhney, Arnav Wadhwa, Ayush Mangal, Vivek Mittal, Shivam Agarwal, Rajiv Ratn Shah (2021). Modeling Financial Uncertainty with Multivariate Temporal Entropy‐based Curriculums (UAI 2021). In UAI 2021.

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Adam Harley, Yiming Zuo, Jing Wen, Ayush Mangal, Shubhankar Potidar, Ritwick Chaudhry, Katerina Fragkiadaki (2021). Track, Check, Repeat: An EM Approach to Unsupervised Tracking (CVPR 2021). In CVPR 2021.

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Ramit Sawhney, Puneeth Mathur, Ayush Mangal, Piyush Khanna, Rajiv Ratn Shah, Roger Zimmermann (2020). Multimodal Multi‐Task Financial Risk Forecasting (ACM MM 2020 - Oral). ACM MM 2020 (Oral).

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Ayush Mangal, Jitesh Jain, Keerat Kaur Guliani, Omkar Bhalero (2020). DEAP Cache: Deep Eviction Admission and Prefetching for Cache (Submitted to AAAI 2021). Submitted to AAAI 2021.

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Aniket Agarwal, Ayush Mangal, Vipul Kumar (2020). Visual Relationship Detection using Scene Graphs: A Survey (Submitted to ACM CSUR 2020. Submitted to ACM CSUR 2020.

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Videos