Koustav Ghosal

20 papers B 2Journal 12Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation. FLLM Thomas Cook, Richard Osuagwu, Liman Tsatiashvili, Vrynsia Vrynsia, Koustav Ghosal, Maraim Masoud, Riccardo Mattivi
2025	J	`jnl`	Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation. CoRR Thomas Cook, Richard Osuagwu, Liman Tsatiashvili, Vrynsia Vrynsia, Koustav Ghosal, Maraim Masoud, Riccardo Mattivi
2025	J	`jnl`	ScaleCall - Agentic Tool Calling at Scale for Fintech: Challenges, Methods, and Deployment Insights. CoRR Richard Osuagwu, Thomas Cook, Maraim Masoud, Koustav Ghosal, Riccardo Mattivi
2025	—	`conf`	ScaleCall Agentic Tool Calling at Scale for Fintech: Challenges, Methods, and Deployment Insights. FLLM Richard Osuagwu, Thomas Cook, Maraim Masoud, Koustav Ghosal, Riccardo Mattivi
2024	J	`jnl`	Enhancing Deep Learning based RMT Data Inversion using Gaussian Random Field. CoRR Koustav Ghosal, Arun Singh, Samir Malakar, Shalivahan Srivastava, Deepak K. Gupta
2024	J	`jnl`	Harnessing Business and Media Insights with Large Language Models. CoRR Yujia Bao, Ankit Parag Shah, Neeru Narang, Jonathan Rivers, Rajeev Maksey, Lan Guan, Louise N. Barrere, Shelley Evenson, Rahul Basole, Connie Miao, Ankit Mehta, Fabien Boulay, Su Min Park, Natalie E. Pearson, Eldhose Joy, Tiger He, Sumiran Thakur, Koustav Ghosal, Josh On, Phoebe Morrison, Tim Major, Eva Siqi Wang, Gina Escobar, Jiaheng Wei, Tharindu Cyril Weerasooriya, Queena Song, Daria Lashkevich, Clare Chen, Gyuhak Kim, Dengpan Yin, Don Hejna, Mo Nomeli, Wei Wei
2024	J	`jnl`	Parameter Efficient Fine-Tuning for Deep Learning-Based Full-Waveform Inversion. CoRR Koustav Ghosal, Abhranta Panigrahi, Arnav Chavan, ArunSingh, Deepak K. Gupta
2022	B	`conf`	Image Aesthetics Assessment Using Graph Attention Network. ICPR Koustav Ghosal, Aljosa Smolic
2022	J	`jnl`	Image Aesthetics Assessment Using Graph Attention Network. CoRR Koustav Ghosal, Aljosa Smolic
2022	B	`conf`	Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation. ICPR Sebastian Lutz, Richard Blythman, Koustav Ghosal, Matthew Moynihan, Ciaran Simms, Aljosa Smolic
2022	J	`jnl`	Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation. CoRR Sebastian Lutz, Richard Blythman, Koustav Ghosal, Matthew Moynihan, Ciaran Simms, Aljosa Smolic
2021	J	`jnl`	Frequency Domain Loss Function for Deep Exposure Correction of Dark Images. CoRR Ojasvi Yadav, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic
2021	J	`jnl`	Frequency-domain loss function for deep exposure correction of dark images. Signal Image Video Process. Ojasvi Yadav, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic
2019	J	`jnl`	A Geometry-Sensitive Approach for Photographic Style Classification. CoRR Koustav Ghosal, Mukta Prasad, Aljosa Smolic
2019	—	`conf`	Aesthetic Image Captioning From Weakly-Labelled Photographs. ICCV Workshops Koustav Ghosal, Aakanksha Rana, Aljosa Smolic
2019	J	`jnl`	Aesthetic Image Captioning From Weakly-Labelled Photographs. CoRR Koustav Ghosal, Aakanksha Rana, Aljosa Smolic
2019	—	`conf`	STaDA: Style Transfer as Data Augmentation. VISIGRAPP (4: VISAPP) Xu Zheng, Tejo Chalasani, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic
2019	J	`jnl`	STaDA: Style Transfer as Data Augmentation. CoRR Xu Zheng, Tejo Chalasani, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic
2015	—	`conf`	Learning clustered sub-spaces for sketch-based image retrieval. ACPR Koustav Ghosal, Ameya Prabhu, Riddhiman Dasgupta, Anoop M. Namboodiri
2014	—	`conf`	A Sketch-Based Approach To Video Retrieval Using Qualitative Features. ICVGIP Koustav Ghosal, Anoop M. Namboodiri