347 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Indian Institute of Technology BombayIN6 papers
- Indian Institute of Technology MadrasIN6 papers
- Birla Institute of Technology and Science, PilaniIN4 papers
- Indian Institute of Science BangaloreIN4 papers
- Indian Institute of Technology GandhinagarIN4 papers
- Indian Statistical InstituteIN4 papers
- University of Maryland, College ParkUS4 papers
- Carnegie Mellon UniversityUS3 papers
- Indian Institute of Science Education and Research PuneIN3 papers
- Indian Institute of Technology KharagpurIN3 papers
- Indraprastha Institute of Information Technology DelhiIN3 papers
- International Institute of Information Technology, HyderabadIN3 papers
17 papers · 1 filter
Recent Advances in Automated Question Answering In Biomedical Domain
Krishanu Das Baksi
The objective of automated Question Answering (QA) systems is to provide answers to user queries in a time efficient manner. The answers are usually found in either databases (or k…
Emotional Prosody Control for Speech Generation
Sarath Sivaprasad, Saiteja Kosgi, Vineet Gandhi
Machine-generated speech is characterized by its limited or unnatural emotional variation. Current text to speech systems generates speech with either a flat emotion, emotion selec…
Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins!
Vedant Shah, Gautam Shroff
Deep-learning techniques have been successfully used for time-series forecasting and have often shown superior performance on many standard benchmark datasets as compared to tradit…
Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays
Somjit Nath, Mayank Baranwal, Harshad Khadilkar
Several real-world scenarios, such as remote control and sensing, are comprised of action and observation delays. The presence of delays degrades the performance of reinforcement l…
Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text
Vivek Srivastava, Mayank Singh
In this shared task, we seek the participating teams to investigate the factors influencing the quality of the code-mixed text generation systems. We synthetically generate code-mi…
Attitude and In-orbit Residual Magnetic Moment Estimation of Small Satellites Using only Magnetometer
Raunak Srivastava, Roshan Sah, Kaushik Das
Attitude estimation or determination is a fundamental task for satellites to remain effectively operational. This task is furthermore complicated on small satellites by the limited…
Constellation Design of Remote Sensing Small Satellite for Infrastructure Monitoring in India
Roshan Sah, Raunak Srivastava, Kaushik Das
A constellation of remote sensing small satellite system has been developed for infrastructure monitoring in India by using SAR Payload. The LEO constellation of the small satellit…
A Levy Flight based Narrow Passage Sampling Method for Probabilistic Roadmap Planners
Shubham Shukla, Lokesh Kumar, Titas Bera +1
Sampling based probabilistic roadmap planners (PRM) have been successful in motion planning of robots with higher degrees of freedom, but may fail to capture the connectivity of th…
Challenges and Limitations with the Metrics Measuring the Complexity of Code-Mixed Text
Vivek Srivastava, Mayank Singh
Code-mixing is a frequent communication style among multilingual speakers where they mix words and phrases from two different languages in the same utterance of text or speech. Ide…
Challenges and Considerations with Code-Mixed NLP for Multilingual Societies
Vivek Srivastava, Mayank Singh
Multilingualism refers to the high degree of proficiency in two or more languages in the written and oral communication modes. It often results in language mixing, a.k.a. code-mixi…
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios
Ayush Tripathi, Rupayan Chakraborty, Sunil Kumar Kopparapu
Imbalance in the proportion of training samples belonging to different classes often poses performance degradation of conventional classifiers. This is primarily due to the tendenc…
Effect of entanglement and crosslinking on the hyperelastic behavior of SBR rubber: A multiscale DPD simulation study
Shashank Mishra, Soumyadipta Maiti, Prashant Pandey +1
In this study we have investigated into the entanglement effect and crosslinking effect in long-chain SBR rubber polymer system to model the mechanical hyperelastic behavior. The d…
Temperature dependent phase stability of Mo-Nb-Ta-W refractory high-entropy alloys
Varnita Bajpai, Soumyadipta Maiti, Shashank Mishra +1
In this study Mo-Nb-Ta-W refractory high-entropy alloys (R-HEAs) have been studied for their phase stability for a wide temperature range (100 K to 2000 K). The equilibrium thermod…
Automatic Speaker Independent Dysarthric Speech Intelligibility Assessment System
Ayush Tripathi, Swapnil Bhosale, Sunil Kumar Kopparapu
Dysarthria is a condition which hampers the ability of an individual to control the muscles that play a major role in speech delivery. The loss of fine control over muscles that as…
Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining
Swapnil Bhosale, Rupayan Chakraborty, Sunil Kumar Kopparapu
Few-shot learning aims to generalize unseen classes that appear during testing but are unavailable during training. Prototypical networks incorporate few-shot metric learning, by c…
Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time Series
Pradeep Rathore, Arghya Basak, Sri Harsha Nistala +1
Deep learning based models are vulnerable to adversarial attacks. These attacks can be much more harmful in case of targeted attacks, where an attacker tries not only to fool the d…
Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis
Soma Bandyopadhyay, Anish Datta, Arpan Pal
Getting a robust time-series clustering with best choice of distance measure and appropriate representation is always a challenge. We propose a novel mechanism to identify the clus…