Suchergebnisse - "Goswami, Anurag"

A comprehensive survey on model compression and acceleration von Choudhary, Tejalal, Mishra, Vipul, Goswami, Anurag, Sarangapani, Jagannathan

“… In recent years, machine learning (ML) and deep learning (DL) have shown remarkable improvement in computer vision, natural language processing, stock …”
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DeepFakE: improving fake news detection using tensor decomposition-based deep neural network von Kaliyar, Rohit Kumar, Goswami, Anurag, Narang, Pratik

“… Social media platforms have simplified the sharing of information, which includes news as well, as compared to traditional ways. The ease of access and sharing …”
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Inference-aware convolutional neural network pruning von Choudhary, Tejalal, Mishra, Vipul, Goswami, Anurag, Sarangapani, Jagannathan

“… Deep neural networks (DNNs) have become an important tool in solving various problems in numerous disciplines. However, DNNs are also known for their high …”
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AENeT: an attention-enabled neural architecture for fake news detection using contextual features von Jain, Vidit, Kaliyar, Rohit Kumar, Goswami, Anurag, Narang, Pratik, Sharma, Yashvardhan

“… In the current era of social media, the popularity of smartphones and social media platforms has increased exponentially. Through these electronic media, fake …”
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Heuristic-based automatic pruning of deep neural networks von Choudhary, Tejalal, Mishra, Vipul, Goswami, Anurag, Sarangapani, Jagannathan

“… The performance of a deep neural network (deep NN) is dependent upon a significant number of weight parameters that need to be trained which is a computational …”
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CDA-PDDWE: Concept Drift-Aware Performance-Based Diversified Dynamic Weighted Ensemble for Non-stationary Environments von Suryawanshi, Shubhangi, Goswami, Anurag, Patil, Pramod

“… Over the past decades, technological advancements have included the production of a huge number of data streams. Data streams comprise large amounts of …”
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A Heuristic-Driven and Cost Effective Majority/ Minority Logic Synthesis for Post-CMOS Emerging Technology von Mishra, Vipul Kumar, Dixit, Mayank, Choudhary, Tejalal, Goswami, Anurag, Kaur, Manjit, Cheikhrouhou, Omar, Hamam, Habib

“… Due to the physical restriction of current CMOS technology, emerging technologies that have majority logic gate as a base component are being explored. The …”
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FakeBERT: Fake news detection in social media with a BERT-based deep learning approach von Kaliyar, Rohit Kumar, Goswami, Anurag, Narang, Pratik

“… In the modern era of computing, the news ecosystem has transformed from old traditional print media to social media outlets. Social media platforms allow us to …”
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FNDNet – A deep convolutional neural network for fake news detection von Kaliyar, Rohit Kumar, Goswami, Anurag, Narang, Pratik, Sinha, Soumendu

“… •Fake News Detection using A Deep Neural Network.•Experimentation using Deep Learning Algorithms with hyper-parameters optimization.•Achieved 98.36% accuracy …”
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EchoFakeD: improving fake news detection in social media with an efficient deep neural network von Kaliyar, Rohit Kumar, Goswami, Anurag, Narang, Pratik

“… The increasing popularity of social media platforms has simplified the sharing of news articles that have led to the explosion in fake news. With the emergence …”
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Regression models for estimating stem volume of Aquilaria malaccensis (Lam.) in North East India von Giri, Krishna, Chandra, Girish, Jayaraj, R.S.C., Borah, R.K., Kardong, Prasanta, Borah, Sikhamoni, Goswami, Anurag Koushik

“… •The species specific regression models for Aquilaria malaccensis, most precious non-timber species of tropical rain forests of South and South East Asia was …”
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Modeling self-supervised learning for handling the concept drift with Ternary-Adaptive Ensemble von Suryawanshi, Shubhangi, Goswami, Anurag, Patil, Pramod

“… Over the last several decades, drift detection and adaptation models have been trained on historical drift labels struggle with real-world data streams due to …”
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Deep learning-based important weights-only transfer learning approach for COVID-19 CT-scan classification von Choudhary, Tejalal, Gujar, Shubham, Goswami, Anurag, Mishra, Vipul, Badal, Tapas

“… COVID-19 has become a pandemic for the entire world, and it has significantly affected the world economy. The importance of early detection and treatment of …”
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A transfer learning with structured filter pruning approach for improved breast cancer classification on point-of-care devices von Choudhary, Tejalal, Mishra, Vipul, Goswami, Anurag, Sarangapani, Jagannathan

“… A significant progress has been made in automated medical diagnosis with the advent of deep learning methods in recent years. However, deploying a deep …”
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FakeIDCA: Fake news detection with incremental deep learning based concept drift adaption von Suryawanshi, Shubhangi, Goswami, Anurag, Patil, Pramod

“… Social media facilitates rapid information sharing, improving exposure, connections, and content promotion. However, it also poses the challenge of fake news, …”
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Adaptive windowing based recurrent neural network for drift adaption in non-stationary environment von Suryawanshi, Shubhangi, Goswami, Anurag, Patil, Pramod, Mishra, Vipul

“… In today's digital era, many applications generate massive data streams that must be sequenced and processed immediately. Therefore, storing large amounts of …”
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Understanding the Use and Abuse of Social Media: Generalized Fake News Detection With a Multichannel Deep Neural Network von Kaliyar, Rohit Kumar, Goswami, Anurag, Narang, Pratik, Chamola, Vinay

“… Fake news has spread across social media platforms and with the ease of access, negative consequences have come with it on individuals and society. This issue …”
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Adaptive windowing based recurrent neural network for drift adaption in non-stationary environment: Adaptive windowing based recurrent neural network for drift adaption von Suryawanshi, Shubhangi, Goswami, Anurag, Patil, Pramod, Mishra, Vipul

“… In today’s digital era, many applications generate massive data streams that must be sequenced and processed immediately. Therefore, storing large amounts of …”
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A Web-Based Supervised Machine Learning Model for Air Quality Index and Respiratory Care Prediction von Singh, Mukund Pratap, Bisht, Nikita, Choudhary, Mandeep, Goswami, Anurag, Tagore, Nirbhay Kumar

“… The quality of the air is crucial for people who suffer from respiratory conditions. The prediction of the air quality index (AQI) is essential for preventing …”
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Review on Smile Detection von Goswami, Anurag, Ramakrishna, Ganjigunta, Sethi, Dr. Rajni

“… Facial expressions are a result of specific movement of face muscles, and these face expressions are considered as a visible sign of a person’s internal …”
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