Sumanta Bhattacharyya
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View article: Steered Generation via Gradient Descent on Sparse Features
Steered Generation via Gradient Descent on Sparse Features Open
Large language models (LLMs) encode a diverse range of linguistic features within their latent representations, which can be harnessed to steer their output toward specific target characteristics. In this paper, we modify the internal stru…
View article: Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization Open
In this work, we develop a prompting approach for incremental summarization of task videos. We develop a sample-efficient few-shot approach for extracting semantic concepts as an intermediate step. We leverage an existing model for extract…
View article: Novel Design of UWB Jeans Based Textile Antenna for Body-Centric Communications
Novel Design of UWB Jeans Based Textile Antenna for Body-Centric Communications Open
This research presents an ultra-wideband (UWB) textile antenna design for body-centric applications. The antenna is printed on a 1 mm thick denim substrate with a 1.7 relative permittivity. The jeans substrate is sandwiched between a parti…
View article: Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models Open
The discrepancy between maximum likelihood estimation (MLE) and task measures\nsuch as BLEU score has been studied before for autoregressive neural machine\ntranslation (NMT) and resulted in alternative training algorithms (Ranzato et\nal.…
View article: COMPARATIVE PERFORMANCE ANALYSIS OF VARIOUS FILTERS FOR EEG BASED MOTOR IMAGERY DETECTION
COMPARATIVE PERFORMANCE ANALYSIS OF VARIOUS FILTERS FOR EEG BASED MOTOR IMAGERY DETECTION Open
Brain-Computer Interface (BCI) is a communication technology that allows to pass on between human intellect and outer contrivance by the use of a computer with the assistance of an Electroencephalogram (EEG) signal.This communication devic…
View article: Reactive frequency band-based real-time motor imagery classification
Reactive frequency band-based real-time motor imagery classification Open
The requirement of an effective online processing algorithm becomes very vital to fulfilling the demand of the low-cost brain–computer interface (BCI) system. The authors proposed a very first and robust unsupervised machine learning algor…