Jayaram's repositories
adversarial-detection
Code and experiments for the adversarial detection paper
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
KNN-anomaly-detection
K-nearest neighbors graph-based anomaly detection method
DCN-New
Updated version of DCN
EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
flows_ood
Code for the paper "Why normalzing flows fail to detect OOD inputs"
NeurIPS2019-traffic4cast
sample code for our traffic4cast NeurIPS 2019 competition
pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
real-nvp
Implementation of Real NVP in PyTorch
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
shifts
This repository contains data readers and examples for the three tracks of the Shifts Dataset and the Shifts Challenge.
spectrum_anomaly_detection
Source code and models of ACM MobiHoc 2019 paper "Scaling Deep Learning Models for Spectrum Anomaly Detection"
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.
TrinityMultimodalTrojAI
Code for the dual-key multimodal backdoors for VQA paper - CVPR 2022