Publication

• Sourya Dipta Das, Ayan Basak, Saikat Dutta, “A Heuristic-driven Uncertainty based Ensemble Framework for Fake News Detection in Tweets and News Articles”, Neurocomputing (Under Review) [Paper]
• Sourya Dipta Das, Nisarg A. Shah, Saikat Dutta, Himanshu Kumar, “DSRN: an Efficient Deep Network for Image Relighting”, IEEE International Conference on Image Processing (ICIP) 2021 [Paper]
• Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari, “Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image”, Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2021 [Paper]
• Sourya Dipta Das, Ayan Basak, Saikat Dutta, “A Heuristic-driven Ensemble Framework for COVID-19 Fake News Detection”, CONSTRAINT Workshop, AAAI 2021 [Paper] [Code]
• Sourya Dipta Das, Nisarg A. Shah, Saikat Dutta, “MSR-Net: Multi-Scale Relighting Network for One-to-One Relighting”, Differentiable computer vision, graphics, and physics in machine learning (DiffCVGP) Workshop, NeurIPS 2020 [Paper]
• Aritra Mukherjee, Sourya Dipta Das, Jasorsi Ghosh, Ananda S. Chowdhury, Sanjoy Kumar Saha, “Semantic Segmentation of Surface from LIDAR Point Cloud”, Multimedia Tools and Applications (2020) [Paper]
• Sourya Dipta Das, Saikat Dutta, “Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing”, Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2020 [Paper] [Code]
• Sourya Dipta Das, Soumil Mandal , “Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning”, International Workshop on Semantic Evaluation (SemEval) 2020 [Paper]
• Sourya Dipta Das, Ayan Basak, Soumil Mandal , “Fine Grained Insincere Questions Classification using Ensembles of Bidirectional LSTM-GRU Model”, CEUR Workshop Proceedings at Forum for Information Retrieval Evaluation (FIRE) 2019 [Paper] [Code]
• Soumil Mandal, Sourya Dipta Das , “Unsupervised Identification of Relevant Cases \& Statutes Using Word Embeddings”, CEUR Workshop Proceedings at Forum for Information Retrieval Evaluation (FIRE) 2019 [Paper] [Code]
• Aritra Mukherjee, Sourya Dipta Das, Jasorsi Ghosh, Ananda Sankar Chowdhury, and Sanjoy Kumar Saha , “Fast Geometric Surface based Segmentation of Point Cloud from Lidar Data”, International Conference on Pattern Recognition and Machine Intelligence (PReMI) 2019 [Paper] [Code]
• Sourya Dipta Das, Soumil Mandal, Dipankar Das , “Language Identification of Bengali-English Code-Mixed data using Character \& Phonetic based LSTM Models”, Forum for Information Retrieval Evaluation (FIRE) 2019 [Paper] [Code]
• Sourya Dipta Das , Akash Kumar , “Bird Species Classification using Transfer Learning with Multistage Training”, Workshop on Computer Vision Applications (WCVA) of ICVGIP 2018 [Paper] [Code]
• Sourya Dipta Das, Victor Bain and Pratyusha Rakshit , “Energy Optimized Robot Arm Path Planning using Differential Evolution in Dynamic Environment”, International Conference on Intelligent Computing and Control Systems 2018 [Paper]

Challenge Papers

• Andrey Ignatov, Grigory Malivenko, Radu Timofte,.., Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Himanshu Kumar et al. “Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report”, CVPR Workshops 2020 [Paper]
• Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte,.., Sourya Dipta Das, Nisarg A. Shah, Akashdeep Jassal et al. “AIM 2020: Scene Relighting and Illumination Estimation Challenge”, ECCV Workshops 2020 [Paper]
• Andrey Ignatov, Radu Timofte,.., Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah et al. “AIM 2020 Challenge on Rendering Realistic Bokeh”, ECCV Workshops 2020 [Paper]
• Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte,.., Sourya Dipta Das, Saikat Dutta et al. “NTIRE 2020 Challenge on NonHomogeneous Dehazing”, CVPR Workshops 2020 [Paper]
• Seungjun Nah, Sanghyun Son, Radu Timofte,.., Saikat Dutta, Sourya Dipta Das, et al. “NTIRE 2020 Challenge on Image and Video Deblurring”, CVPR Workshops 2020 [Paper]
• Shanxin Yuan, Radu Timofte, Gregory Slabaugh, Ales Leonardis,.., Sourya Dipta Das et al. “AIM 2019 Challenge on Image Demoireing: Methods and Results”, ICCV Workshops 2019 [Paper]