SkeletonNet: Shape Pixel to Skeleton Pixel. - Sabari Nathan; Priya Kansal (CVPR Workshops, 2019)

EyeNet: Attention Based Convolutional Encoder-Decoder Network for Eye Region Segmentation. - Priya Kansal; Sabarinathan Devanathan (ICCV Workshops, 2019)

Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation. - Priya Kansal; Sabari Nathan (CoRR, 2019)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yue Cao 009; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CVPR Workshops, 2020)

A Multi-Level Supervision Model: A novel approach for Thermal Image Super Resolution. - Priya Kansal; Sabari Nathan (CVPR Workshops, 2020)

Thermal Image Super-Resolution Challenge - PBVS 2020. - Rafael E. Rivadeneira; Ángel D. Sappa; Boris Xavier Vintimilla; Lin Guo; Jiankun Hou; Armin Mehri; Parichehr Behjati Ardakani; Heena Patel; Vishal M. Chudasama; Kalpesh Prajapati; Kishor P. Upla; Raghavendra Ramachandra; et al. (CVPR Workshops, 2020)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yun Cao 002; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CoRR, 2020)

Lesion Net - Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units. - Sabari Nathan; Priya Kansal (CoRR, 2020)

Leveraging Multi Scale Backbone With Multilevel Supervision for Thermal Image Super Resolution. - Sabari Nathan; Priya Kansal (CVPR Workshops, 2021)

Thermal Image Super-Resolution Challenge - PBVS 2021. - Rafael E. Rivadeneira; Ángel D. Sappa; Boris Xavier Vintimilla; Sabari Nathan; Priya Kansal; Armin Mehri; Parichehr Behjati Ardakani; Anurag Dalal; Aparna Akula; Darshika Sharma; Shashwat Pandey; Basant Kumar; et al. (CVPR Workshops, 2021)

SkeletonNetV2: A Dense Channel Attention Blocks for Skeleton Extraction. - Sabari Nathan; Priya Kansal (ICCVW, 2021)

AIM 2022 Challenge on Instagram Filter Removal: Methods and Results. - Furkan Kinli; Sami Mentes; Baris Özcan; Furkan Kiraç; Radu Timofte; Yi Zuo; Zitao Wang; Xiaowen Zhang; Yu Zhu 004; Chenghua Li; Cong Leng; Jian Cheng 001; et al. (ECCV Workshops (3), 2022)

Insta Net: Recurrent Residual Network for Instagram Filter Removal✱. - Priya Kansal; Sabari Nathan (ICVGIP, 2022)

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qingpeng Zhu; Qianhui Sun 002; Wenxiu Sun; Chen Change Loy; Jinwei Gu; Shuai Liu 009; Hao Wang 073; Chaoyu Feng; et al. (CVPR Workshops, 2023)

NTIRE 2023 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Radu Timofte; Shuhao Cui; Junshi Huang; Shuman Tian; Mingyuan Fan 002; Jiaqi Zhang; Li Zhu 003; Xiaoming Wei; Xiaolin Wei; Ziwei Luo; et al. (CVPR Workshops, 2023)

End-to-End Depth-Guided Relighting Using Lightweight Deep Learning-Based Method. - D. Sabari Nathan; Priya Kansal (J. Imaging, 2023)

MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. - Yaqi Wu; Zhihao Fan; Xiaofeng Chu; Jimmy S. Ren; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangcheng Zhou; Ruicheng Feng; Yuekun Dai; Peiqing Yang 001; Chen Change Loy; et al. (CVPR Workshops, 2024)

SuspAct: novel suspicious activity prediction based on deep learning in the real-time environment. - Sachin Kansal; Akshat Kumar Jain; Moyukh Biswas; Shaurya Bansal; Namay Mahindru; Priya Kansal (Neural Comput. Appl., 2024)

Dual-Input Frequency-Aware Network for High-Quality Thermal Image Super-Resolution. - Priya Kansal; Sabari Nathan (CVPR Workshops, 2025)