24 citations · 62 across the 20 of their papers we have counts for
7 papers · 1 filter
Time-Aware Datasets are Adaptive Knowledgebases for the New Normal
Abhijit Suprem, Sanjyot Vaidya, Joao Eduardo Ferreira +1
Recent advances in text classification and knowledge capture in language models have relied on availability of large-scale text datasets. However, language models are trained on st…
Targeted Attention for Generalized- and Zero-Shot Learning
Abhijit Suprem
The Zero-Shot Learning (ZSL) task attempts to learn concepts without any labeled data. Unlike traditional classification/detection tasks, the evaluation environment is provided uns…
ATEAM: Knowledge Integration from Federated Datasets for Vehicle Feature Extraction using Annotation Team of Experts
Abhijit Suprem, Purva Singh, Suma Cherkadi +3
The vehicle recognition area, including vehicle make-model recognition (VMMR), re-id, tracking, and parts-detection, has made significant progress in recent years, driven by severa…
EdnaML: A Declarative API and Framework for Reproducible Deep Learning
Abhijit Suprem, Sanjyot Vaidya, Avinash Venugopal +2
Machine Learning has become the bedrock of recent advances in text, image, video, and audio processing and generation. Most production systems deal with several models during deplo…
Evaluating Generalizability of Fine-Tuned Models for Fake News Detection
Abhijit Suprem, Calton Pu
The Covid-19 pandemic has caused a dramatic and parallel rise in dangerous misinformation, denoted an `infodemic' by the CDC and WHO. Misinformation tied to the Covid-19 infodemic…
Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning
Abhijit Suprem, Sanjyot Vaidya, Suma Cherkadi +3
Machine learning models with explainable predictions are increasingly sought after, especially for real-world, mission-critical applications that require bias detection and risk mi…
MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection
Abhijit Suprem, Calton Pu
COVID-19 related misinformation and fake news, coined an 'infodemic', has dramatically increased over the past few years. This misinformation exhibits concept drift, where the dist…