30 citations · 78 across the 8 of their papers we have counts for
9 papers
Distillation of encoder-decoder transformers for sequence labelling
Marco Farina, Duccio Pappadopulo, Anant Gupta +3
Driven by encouraging results on a wide range of tasks, the field of NLP is experiencing an accelerated race to develop bigger language models. This race for bigger models has also…
Multi-sensor Spatial Association using Joint Range-Doppler Features
Anant Gupta, Ahmet Dundar Sezer, Upamanyu Madhow
We investigate the problem of localizing multiple targets using a single set of measurements from a network of radar sensors. Such "single snapshot imaging" provides timely situati…
Closing the convergence gap of SGD without replacement
Shashank Rajput, Anant Gupta, Dimitris Papailiopoulos
Stochastic gradient descent without replacement sampling is widely used in practice for model training. However, the vast majority of SGD analyses assumes data is sampled with repl…
Asynchronous Single-Photon 3D Imaging
Anant Gupta, Atul Ingle, Mohit Gupta
Single-photon avalanche diodes (SPADs) are becoming popular in time-of-flight depth-ranging due to their unique ability to capture individual photons with picosecond timing resolut…
Design of Large Effective Apertures for Millimeter Wave Systems using a Sparse Array of Subarrays
Anant Gupta, Upamanyu Madhow, Amin Arbabian +1
We investigate synthesis of a large effective aperture using a sparse array of subarrays. We employ a multi-objective optimization framework for placement of subarrays within a pre…
Photon-Flooded Single-Photon 3D Cameras
Anant Gupta, Atul Ingle, Andreas Velten +1
Single photon avalanche diodes (SPADs) are starting to play a pivotal role in the development of photon-efficient, long-range LiDAR systems. However, due to non-linearities in thei…
Generative Image Translation for Data Augmentation of Bone Lesion Pathology
Anant Gupta, Srivas Venkatesh, Sumit Chopra +1
Insufficient training data and severe class imbalance are often limiting factors when developing machine learning models for the classification of rare diseases. In this work, we a…
Best Arm Identification in Linked Bandits
Anant Gupta
We consider the problem of best arm identification in a variant of multi-armed bandits called linked bandits. In a single interaction with linked bandits, multiple arms are played…
Composable Unpaired Image to Image Translation
Laura Graesser, Anant Gupta
There has been remarkable recent work in unpaired image-to-image translation. However, they're restricted to translation on single pairs of distributions, with some exceptions. In…