Search Results for author: Agastya Kalra

Found 7 papers, 4 papers with code

Towards Rotation Invariance in Object Detection

1 code implementation ICCV 2021 Agastya Kalra, Guy Stoppi, Bradley Brown, Rishav Agarwal, Achuta Kadambi

Rotation augmentations generally improve a model's invariance/equivariance to rotation - except in object detection.

Object object-detection +1

Photofeeler-D3: A Neural Network with Voter Modeling for Dating Photo Impression Prediction

no code implementations16 Apr 2019 Agastya Kalra, Ben Peterson

In just a few years, online dating has become the dominant way that young people meet to date, making the deceptively error-prone task of picking good dating profile photos vital to a generation's ability to form romantic connections.

Facial Beauty Prediction

Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks

no code implementations NeurIPS 2018 Agastya Kalra, Abdullah Rashwan, Wei-Shou Hsu, Pascal Poupart, Prashant Doshi, Georgios Trimponias

Sum-product networks have recently emerged as an attractive representation due to their dual view as a special type of deep neural network with clear semantics and a special type of probabilistic graphical model for which inference is always tractable.

valid

Online Structure Learning for Sum-Product Networks with Gaussian Leaves

1 code implementation19 Jan 2017 Wilson Hsu, Agastya Kalra, Pascal Poupart

Sum-product networks have recently emerged as an attractive representation due to their dual view as a special type of deep neural network with clear semantics and a special type of probabilistic graphical model for which inference is always tractable.

valid

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