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Publications

Year Authors Title
  2026 Kulkarni, Ashutosh and Patil, Prashant W and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Raman, Balasubramanian DTMIR-Pro: Domain Translation with Prompt-based Latent-Space Generalization for Multi-Weather Image Restoration
  2026 Bayal, Shashank and Govind, Dawane Rushikesh and Komal and Vipparthi, Santosh Kumar and Murala, Subrahmanyam QuEENet: Quantum-Enhanced Expressive Network for Image Classification
  2026 Verma, Monu and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Abdel-Mottaleb, Mohamed ME-NAS: A Micro Expression Feature Adaptive Neural Architecture Search ACM Transactions on Intelligent Systems and Technology
  2025 Khan, MD Raqib and Negi, Anshul and Kulkarni, Ashutosh and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subrahma... Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond , pp9618--9629
  2025 Ahmad, Shahzad and Bano, Sania and Chanda, Sukalpa and Vipparthi, Santosh Kumar and Murala, Subrahmanyam TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation , pp4046--4055
  2025 Singh, Siddharth and Mehta, Nancy and Prakash, KN and Vipparthi, Santosh Kumar and Murala, Subrahmanyam Probing Attention-Driven Normalizing Flow Network for Low-Light Image Enhancement , pp137--151
  2025 Mishra, Priyanka and Mehta, Nancy and Vipparthi, Santosh Kumar and Murala, Subrahmanyam USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement , pp3372--3382
  2025 Patil, Prashant W and Randive, Santosh Nagnath and Gupta, Sunil and Rana, Santu and Venkatesh, Svetha and Murala, Subrahmanyam Unpaired recurrent learning for real-world video de-hazing Pattern Recognition, pp111698
  2025 Verma, Monu and Gopalani, Garvit and Bharara, Saiyam and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Abdel-Mottaleb... Former-HGR: Hand Gesture Recognition with Hybrid Feature-Aware Transformer Authorea Preprints
  2025 Chen, Zheng and Liu, Kai and Gong, Jue and Wang, Jingkai and Sun, Lei and Wu, Zongwei and Timofte, Radu and Zhang, Yulun and ... NTIRE 2025 Challenge on Image Super-Resolution ($$\backslash$times $4): Methods and Results arXiv preprint arXiv:2504.14582
  2025 Wani, Mohd Ubaid and Khan, Md Raqib and Kulkarni, Ashutosh and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subr... Attentive Color Fusion Transformer Network (ACFTNet) for Underwater Image Enhancement , pp308--324
  2025 Sun, Lei and Guo, Hang and Ren, Bin and Van Gool, Luc and Timofte, Radu and Li, Yawei and Kong, Xiangyu and Park, Hyunhee and... The tenth ntire 2025 image denoising challenge report arXiv preprint arXiv:2504.12276
  2025 Ahmad, Shahzad and Bano, Sania and Verma, Sachin and Rawat, Yogesh Singh and Chanda, Sukalpa and Vipparthi, Santosh Kumar and... PULSE: Physiological Understanding with Liquid Signal Extraction , pp4574--4584
  2025 Dukre, Adinath and Deshmukh, Vivek and Kulkarni, Ashutosh and Phutke, Shruti and Vipparthi, Santosh Kumar and Gonde, Anil B a... Frequency Modulated Deformable Transformer for Underwater Image Enhancement , pp121--136
  2025 Ren, Bin and Guo, Hang and Sun, Lei and Wu, Zongwei and Timofte, Radu and Li, Yawei and Zhang, Yao and Chai, Xinning and Chen... The tenth NTIRE 2025 efficient super-resolution challenge report arXiv preprint arXiv:2504.10686
  2025 Mishra, Priyanka and Mehta, Nancy and Vipparthi, Santosh Kumar and Murala, Subrahmanyam Uswformer: Efficient sparse wavelet transformer for underwater image enhancement , pp3372--3382
  2025 Galshetwar, Vijay M and Hambarde, Praful and Patil, Prashant W and Dudhane, Akshay and Chaudhary, Sachin and Vipparathi, Sant... Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation arXiv preprint arXiv:2510.09228
  2025 Singh, Jasdeep and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Kosuru, G Sankara Raju and Al-Marzouqi, Hasan Hierarchical motion magnification Neurocomputing, 650, pp130869
  2025 Mehta, Nancy and Dudhane, Akshay and Murala, Subrahmanyam and Timofte, Radu KernFusNet: Implicit Kernel Modulation and Fusion for Blind Super-Resolution , pp832--842
  2025 Narayan, Satya and Hambarde, Praful and Vipparthi, Santosh Kumar and Mazumdar, Arka Prokash and Murala, Subrahmanyam Compact convolution transformer with cross-feature aggregation for hand-gesture recognition Computers and Electrical Engineering, 128, pp110727
  2025 Gautam, Arnim and Pawar, Aditi and Joshi, Aishwarya and Tazi, Satya Narayan and Chaudhary, Sachin and Hambarde, Praful and Du... Pureformer: Transformer-based image denoising , pp1441--1449
  2025 Mishra, Priyanka and Khan, MD Raqib and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subrahmanyam TransWaveNet: Transformer for Underwater Image Restoration with Wavelets IEEE Transactions on Artificial Intelligence
  2025 Singh, Jasdeep and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Kosuru, G Sankara Raju and Almarzouqi, Hasan Learnable directional scale space filters for video motion magnification Knowledge-Based Systems, pp114714
  2024 Hambarde, Praful and Wadhwa, Gourav and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Dhall, Abhinav Occlusion Boundary Prediction and Transformer Based Depth-Map Refinement From Single Image ACM Transactions on Multimedia Computing, Communications and Applications
  2024 Singh, Jasdeep and Murala, Subrahmanyam and Kosuru, G Sankara Raju KL-DNAS: Knowledge Distillation-Based Latency Aware-Differentiable Architecture Search for Video Motion Magnification IEEE Transactions on Neural Networks and Learning Systems
  2024 Kulkarni, Ashutosh and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subrahmanyam C2AIR: Consolidated Compact Aerial Image Haze Removal , pp749--758
  2024 Khan, Raqib and Mishra, Priyanka and Mehta, Nancy and Phutke, Shruti S and Vipparthi, Santosh Kumar and Nandi, Sukumar and Mu... Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement , pp1454--1463
  2024 Shakya, Amit and Saharan, Revat and Gupta, Chetan and Kumar, Rupesh and Sharma, Lalit and Naidu, Srivatsava and Murala, Subra... Two-Stage, Global-Local Approach for Cell Nuclei Segmentation in Histopathology Images , pp1--6
  2024 Kulkarni, Ashutosh and Phutke, Shruti S and Vipparthi, Santosh Kumar and Murala, Subrahmanyam Multi-Medium Image Enhancement With Attentive Deformable Transformers IEEE Transactions on Emerging Topics in Computational Intelligence
  2024 Tyagi, Dinesh Kumar and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and others WARMOS: Enhancing Weather-Affected Referred Moving Object Segmentation , pp102--114
  2024 Saxena, Prafulla and Roy, Susim Mukul and Tyagi, Dinesh Kumar and Vipparthi, Santosh Kumar and Murala, Subrahmanyam and Balas... RefMOS: A Robust Referred Moving Object Segmentation framework based on text query , pp1--7
  2024 Saxena, Prafulla and Tyagi, Dinesh Kumar and Vipparthi, Santosh Kumar and Murala, Subrahmanyam WARMOS: Enhancing Weather-Affected Referred Moving Object Segmentation , pp105--117
  2024 Tekchandani, Rahul and Maheshwari, Ritik and Hambarde, Praful and Tazi, Satya Narayan and Vipparthi, Santosh Kumar and Murala... Luminate: Linguistic Understanding and Multi-Granularity Interaction for Video Object Segmentation , pp4028--4034
  2024 Mishra, Priyanka and Vipparthi, Santosh Kumar and Murala, Subrahmanyam U-ENHANCE: Underwater Image Enhancement Using Wavelet Triple Self-Attention , pp84--101
  2023 Kulkarni, Ashutosh and Murala, Subrahmanyam Aerial Image Dehazing with Attentive Deformable Transformers , pp6305--6314
  2023 Phutke, Shruti S and Murala, Subrahmanyam Nested Deformable Multi-head Attention for Facial Image Inpainting , pp6078--6087
  2023 Singh, Jasdeep and Murala, Subrahmanyam and Kosuru, G Multi Domain Learning for Motion Magnification , pp13914--13923
  2023 Nancy Mehta, Akshay Dudhane, Subrahmanyam Murala, Syed Waqas Zamir, Salman Khan and Fahad Shahbaz Khan Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement CVPR-2023, pp22201-22210
  2023 Singh, Jasdeep and Murala, Subrahmanyam and Kosuru, G Lightweight network for video motion magnification , pp2041--2050
  2023 Phutke, Shruti S and Murala, Subrahmanyam Image inpainting via spatial projections Pattern Recognition, 133, pp109040
  2023 Phutke, Shruti S and Murala, Subrahmanyam Image Inpainting via Correlated Multi-resolution Feature Projection IEEE Transactions on Visualization and Computer Graphics
  2023 Singh, Jasdeep and Murala, Subrahmanyam and Kosuru, G Lightweight network for video motion magnification , pp2041--2050
  2023 Singh, Jasdeep and Murala, Subrahmanyam and Kosuru, G Multi Domain Learning for Motion Magnification , pp13914--13923
  2023 Khan, MD Raqib and Kulkarni, Ashutosh and Phutke, Shruti S and Murala, Subrahmanyam Underwater Image Enhancement with Phase Transfer and Attention , pp1--8
  2023 Wang, Longguang and Guo, Yulan and Wang, Yingqian and Li, Juncheng and Gu, Shuhang and Timofte, Radu and Cheng, Ming and Ma, ... NTIRE 2023 challenge on stereo image super-resolution: Methods and results , pp1346--1372
  2023 Patil, Prashant W and Gupta, Sunil and Rana, Santu and Venkatesh, Svetha and Murala, Subrahmanyam Multi-weather Image Restoration via Domain Translation , pp21696--21705
  2023 Phutke, Shruti S and Kulkarni, Ashutosh and Vipparthi, Santosh Kumar and Murala, Subrahmanyam Blind Image Inpainting via Omni-Dimensional Gated Attention and Wavelet Queries , pp1251--1260
  2023 Vasluianu, Florin-Alexandru and Seizinger, Tim and Timofte, Radu and Cui, Shuhao and Huang, Junshi and Tian, Shuman and Fan, ... NTIRE 2023 image shadow removal challenge report Proceedings of the IEEE/CVF CVPR-2023, pp1788--1807
  2022 Mehta, Nancy and Murala, Subrahmanyam Image Super-resolution with Content-Aware Feature Processing IEEE Transactions on Artificial Intelligence
  2022 Kulkarni, Ashutosh and Murala, Subrahmanyam Wipernet: A lightweight multi-weather restoration network for enhanced surveillance IEEE Transactions on Intelligent Transportation Systems, 23(12), pp24488--24498

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