research
∙
09/11/2023
Neural Discovery of Permutation Subgroups
We consider the problem of discovering subgroup H of permutation group S...
share
research
∙
09/06/2023
A Unified Framework for Discovering Discrete Symmetries
We consider the problem of learning a function respecting a symmetry fro...
research
∙
09/04/2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation
Histopathological image segmentation is a laborious and time-intensive t...
research
∙
03/20/2023
Constructing Bayesian Pseudo-Coresets using Contrastive Divergence
Bayesian Pseudo-Coreset (BPC) and Dataset Condensation are two parallel ...
research
∙
11/25/2021
SCLAiR : Supervised Contrastive Learning for User and Device Independent Airwriting Recognition
Airwriting Recognition is the problem of identifying letters written in ...
research
∙
09/12/2021
Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages
Building an automatic speech recognition (ASR) system from scratch requi...
research
∙
02/10/2021
Systematic Generalization for Predictive Control in Multivariate Time Series
Prior work has focused on evaluating the ability of neural networks to r...
research
∙
08/21/2020
RespVAD: Voice Activity Detection via Video-Extracted Respiration Patterns
Voice Activity Detection (VAD) refers to the task of identification of r...
research
∙
05/05/2020
Effect of The Latent Structure on Clustering with GANs
Generative adversarial networks (GANs) have shown remarkable success in ...
research
∙
03/28/2019
Adversarial Approximate Inference for Speech to Electroglottograph Conversion
Speech produced by human vocal apparatus conveys substantial non-semanti...
research
∙
03/24/2019
Variational Inference with Latent Space Quantization for Adversarial Resilience
Despite their tremendous success in modelling high-dimensional data mani...
research
∙
04/26/2018