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Context-aware Retail Product Recommendation with Regularized Gradient Boosting


Sep 17, 2021
Sourya Dipta Das, Ayan Basak

* Accepted to the FARFETCH Fashion Recommendations Challenge Workshop, ECML-PKDD 2021 

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MSR-Net: Multi-Scale Relighting Network for One-to-One Relighting


Jul 13, 2021
Sourya Dipta Das, Nisarg A. Shah, Saikat Dutta

* Workshop on Differentiable Vision, Graphics, and Physics in Machine Learning at NeurIPS 2020. arXiv admin note: text overlap with arXiv:2102.09242 

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Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Grigory Malivenko, Radu Timofte, Sheng Chen, Xin Xia, Zhaoyan Liu, Yuwei Zhang, Feng Zhu, Jiashi Li, Xuefeng Xiao, Yuan Tian, Xinglong Wu, Christos Kyrkou, Yixin Chen, Zexin Zhang, Yunbo Peng, Yue Lin, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Himanshu Kumar, Chao Ge, Pei-Lin Wu, Jin-Hua Du, Andrew Batutin, Juan Pablo Federico, Konrad Lyda, Levon Khojoyan, Abhishek Thanki, Sayak Paul, Shahid Siddiqui

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: substantial text overlap with arXiv:2105.08630; text overlap with arXiv:2105.07825, arXiv:2105.07809, arXiv:2105.08629 

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Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image


May 15, 2021
Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari

* Accepted to MAI workshop, CVPR 2021. Code and models: https://github.com/saikatdutta/Stacked_DMSHN_bokeh 

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A Heuristic-driven Uncertainty based Ensemble Framework for Fake News Detection in Tweets and News Articles


Apr 05, 2021
Sourya Dipta Das, Ayan Basak, Saikat Dutta

* submitted to Neurocomputing. arXiv admin note: substantial text overlap with arXiv:2101.03545 

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DSRN: an Efficient Deep Network for Image Relighting


Feb 18, 2021
Sourya Dipta Das, Nisarg A. Shah, Saikat Dutta, Himanshu Kumar

* under review 

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A Heuristic-driven Ensemble Framework for COVID-19 Fake News Detection


Jan 10, 2021
Sourya Dipta Das, Ayan Basak, Saikat Dutta

* Accepted to CONSTRAINT Workshop, AAAI'21 

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AIM 2020 Challenge on Rendering Realistic Bokeh


Nov 10, 2020
Andrey Ignatov, Radu Timofte, Ming Qian, Congyu Qiao, Jiamin Lin, Zhenyu Guo, Chenghua Li, Cong Leng, Jian Cheng, Juewen Peng, Xianrui Luo, Ke Xian, Zijin Wu, Zhiguo Cao, Densen Puthussery, Jiji C V, Hrishikesh P S, Melvin Kuriakose, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Kuldeep Purohit, Praveen Kandula, Maitreya Suin, A. N. Rajagopalan, Saagara M B, Minnu A L, Sanjana A R, Praseeda S, Ge Wu, Xueqin Chen, Tengyao Wang, Max Zheng, Hulk Wong, Jay Zou

* Published in ECCV 2020 Workshop (Advances in Image Manipulation), https://data.vision.ee.ethz.ch/cvl/aim20/ 

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AIM 2020: Scene Relighting and Illumination Estimation Challenge


Sep 27, 2020
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte, Mahmoud Afifi, Michael S. Brown, Kele Xu, Hengxing Cai, Yuzhong Liu, Li-Wen Wang, Zhi-Song Liu, Chu-Tak Li, Sourya Dipta Das, Nisarg A. Shah, Akashdeep Jassal, Tongtong Zhao, Shanshan Zhao, Sabari Nathan, M. Parisa Beham, R. Suganya, Qing Wang, Zhongyun Hu, Xin Huang, Yaning Li, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Densen Puthussery, Hrishikesh P S, Melvin Kuriakose, Jiji C V, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

* ECCVW 2020. Data and more information on https://github.com/majedelhelou/VIDIT 

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Semantic Segmentation of Surface from Lidar Point Cloud


Sep 13, 2020
Aritra Mukherjee, Sourya Dipta Das, Jasorsi Ghosh, Ananda S. Chowdhury, Sanjoy Kumar Saha

* Accepted in Multimedia Tools and Applications 

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Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning


May 21, 2020
Sourya Dipta Das, Soumil Mandal

* Proceedings of the International Workshop on Semantic Evaluation (SemEval) 

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Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing


May 12, 2020
Sourya Dipta Das, Saikat Dutta

* CVPR Workshops Proceedings 2020 

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NTIRE 2020 Challenge on NonHomogeneous Dehazing


May 07, 2020
Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal

* CVPR Workshops Proceedings 2020 

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Fast Geometric Surface based Segmentation of Point Cloud from Lidar Data


May 06, 2020
Aritra Mukherjee, Sourya Dipta Das, Jasorsi Ghosh, Ananda S. Chowdhury, Sanjoy Kumar Saha

* Mukherjee, Aritra, et al. "Fast Geometric Surface Based Segmentation of Point Cloud from Lidar Data." International Conference on Pattern Recognition and Machine Intelligence. Springer, Cham, 2019 
* Accepted to PReMI 2019( Pattern Recognition and Machine Intelligence 2019 ) 

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AIM 2019 Challenge on Image Demoireing: Methods and Results


Nov 08, 2019
Shanxin Yuan, Radu Timofte, Gregory Slabaugh, Ales Leonardis, Bolun Zheng, Xin Ye, Xiang Tian, Yaowu Chen, Xi Cheng, Zhenyong Fu, Jian Yang, Ming Hong, Wenying Lin, Wenjin Yang, Yanyun Qu, Hong-Kyu Shin, Joon-Yeon Kim, Sung-Jea Ko, Hang Dong, Yu Guo, Jie Wang, Xuan Ding, Zongyan Han, Sourya Dipta Das, Kuldeep Purohit, Praveen Kandula, Maitreya Suin, A. N. Rajagopalan

* arXiv admin note: text overlap with arXiv:1911.02498 

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Writer Independent Offline Signature Recognition Using Ensemble Learning


Jan 19, 2019
Sourya Dipta Das, Himanshu Ladia, Vaibhav Kumar, Shivansh Mishra

* 6 pages, 2 figures, International Conference on Data Science, Machine Learning & Applications (ICDSMLA) 

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Bird Species Classification using Transfer Learning with Multistage Training


Oct 11, 2018
Sourya Dipta Das, Akash Kumar


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Language Identification of Bengali-English Code-Mixed data using Character & Phonetic based LSTM Models


Jun 27, 2018
Soumil Mandal, Sourya Dipta Das, Dipankar Das

* 6 pages, 5 figures, 5 tables 

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Energy Optimized Robot Arm Path Planning using Differential Evolution in Dynamic Environment


Jun 23, 2018
Sourya Dipta Das, Victor Bain, Pratyusha Rakshit


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