Jayaram's repositories
stratified-adv-rej
Study adversarially-robust classification with rejection where rejection has cost monotonically non-increasing in the perturbation magnitude, and propose a novel defense method with strong performance.
domain-adaptation-autoencoder
Public repository for the ICLR'23 paper "Few-shot domain adaptation for end-to-end communication"
repeat_motion_segmentation
Segmenting a time series with repeating patterns using DTW matching
TrinityMultimodalTrojAI
Code for the dual-key multimodal backdoors for VQA paper - CVPR 2022
flows_ood
Code for the paper "Why normalzing flows fail to detect OOD inputs"
shifts
This repository contains data readers and examples for the three tracks of the Shifts Dataset and the Shifts Challenge.
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
adversarial-detection
Code and experiments for the adversarial detection paper
glow
Implementation of Glow in PyTorch
KNN-anomaly-detection
K-nearest neighbors graph-based anomaly detection method
pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
real-nvp
Implementation of Real NVP in PyTorch
EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
NeurIPS2019-traffic4cast
sample code for our traffic4cast NeurIPS 2019 competition
spectrum_anomaly_detection
Source code and models of ACM MobiHoc 2019 paper "Scaling Deep Learning Models for Spectrum Anomaly Detection"
DCN-New
Updated version of DCN