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Name: Soumya Suvra Ghosal
Type: User
Bio: CS Grad Student at UMD College Park
Location: College Park, Maryland
Name: Soumya Suvra Ghosal
Type: User
Bio: CS Grad Student at UMD College Park
Location: College Park, Maryland
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Repository for delivering programming assignment course materials for the Spring 2023 offering of CMSC828A “Fantastic Machine Learning Paradigms and Where to use Them” taught by Tianyi Zhou and TA'd by John Kirchenbauer, Maharshi Gor, and Kwesi Cobbina at University of Maryland, College Park.
[ECML 2022] Official code for the paper "A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection using Compounded Corruptions"
Distributionally robust neural networks for group shifts
Source code for personal home page
Attention based Image Caption Generator
IndicGenBench is a high-quality, multilingual, multi-way parallel benchmark for evaluating Large Language Models (LLMs) on 4 user-facing generation tasks across a diverse set 29 of Indic languages covering 13 scripts and 4 language families.
We propose a theoretically motivated method, Adversarial Training with informative Outlier Mining (ATOM), which improves the robustness of OOD detection to various types of adversarial OOD inputs and establishes state-of-the-art performance.
Implementation of Semi-Supervised Generative Adversarial Network
The Missing Semester of Your CS Education 📚
A simple and effective method for detecting out-of-distribution images in neural networks.
This repository is the implementation of the paper ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences
[Python 3] Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"
Webpage of Soumya Suvra Ghosal
Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"
It modifies the Uber GPS data given by Uber black cab pickups in San Francisco and passes it to an algorithm for applying tensor decomposition algorithm(Tucker Decomposition) to find missing values. Any given query path is passed to the above algorithm and it finds the travel time for it.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.