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Found 8 papers, 1 papers with code
Distillation of encoder-decoder transformers for sequence labelling
Driven by encouraging results on a wide range of tasks, the field of NLP is experiencing an accelerated race to develop bigger language models.
Multi-sensor Spatial Association using Joint Range-Doppler Features
We investigate the problem of localizing multiple targets using a single set of measurements from a network of radar sensors.
Closing the convergence gap of SGD without replacement
A recent line of breakthrough works on SGD without replacement (SGDo) established an $\mathcal{O}\left(\frac{n}{T^2}\right)$ convergence rate when the function minimized is strongly convex and is a sum of $n$ smooth functions, and an $\mathcal{O}\left(\frac{1}{T^2}+\frac{n^3}{T^3}\right)$ rate for sums of quadratics.
Asynchronous Single-Photon 3D Imaging
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 resolution.
Photon-Flooded Single-Photon 3D Cameras
Single photon avalanche diodes (SPADs) are starting to play a pivotal role in the development of photon-efficient, long-range LiDAR systems.
Generative Image Translation for Data Augmentation of Bone Lesion Pathology
Insufficient training data and severe class imbalance are often limiting factors when developing machine learning models for the classification of rare diseases.
Best Arm Identification in Linked Bandits
We prove almost matching upper and lower bounds on the sample complexity of best arm identification in linked bandits.
Composable Unpaired Image to Image Translation
There has been remarkable recent work in unpaired image-to-image translation.
