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Functional Optimization Reinforcement Learning for Real-Time Bidding


Jul 03, 2022
Changjie Lu, Yining Lu, Naina Bandyopadhyay, Manoj Kumar, Gaurav Gupta


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On the surprising tradeoff between ImageNet accuracy and perceptual similarity


Mar 09, 2022
Manoj Kumar, Neil Houlsby, Nal Kalchbrenner, Ekin D. Cubuk

* Preprint 

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IISERB Brains at SemEval 2022 Task 6: A Deep-learning Framework to Identify Intended Sarcasm in English


Mar 04, 2022
Tanuj Singh Shekhawat, Manoj Kumar, Udaybhan Rathore, Aditya Joshi, Jasabanta Patro

* 7 pages 

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Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks


Nov 14, 2021
Lasse Espeholt, Shreya Agrawal, Casper Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner

* 34 pages 

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Colorization Transformer


Mar 07, 2021
Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner

* ICLR 2021 Camera Ready. See https://openreview.net/forum?id=5NA1PinlGFu for more details 

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ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification


Jan 28, 2021
Manoj Kumar, Varun Kumar, Hadrien Glaude, Cyprien delichy, Aman Alok, Rahul Gupta

* Accepted at IEEE Spoken Language Technology Workshop 2021 

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Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap


Mar 05, 2020
Tae Jin Park, Kyu J. Han, Manoj Kumar, Shrikanth Narayanan

* T. J. Park, K. J. Han, M. Kumar and S. Narayanan, "Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap," in IEEE Signal Processing Letters, 2020 

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Learning Domain Invariant Representations for Child-Adult Classification from Speech


Oct 25, 2019
Rimita Lahiri, Manoj Kumar, Somer Bishop, Shrikanth Narayanan

* Submitted to ICASSP 2020 

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