| 2025 | MICCAI | UniMRG: Refining Medical Semantic Understanding Across Modalities via LLM-Orchestrated Synergistic Evolution. | Hongyan Xu, Arcot Sowmya, Ian Katz, Dadong Wang |
| 2024 | DICTA | Spectrogram-Based Imagification Applying Deep Learning on Omics Data. | Darren Chong, Sonit Singh, Arcot Sowmya |
| 2024 | DICTA | Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring. | Zhongsui Guo, Bahman Javadi, Sonit Singh, Arcot Sowmya |
| 2024 | DICTA | Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data. | Sonit Singh, Gordon N. Stevenson, Brendan Mian, Alec Welsh, Arcot Sowmya |
| 2023 | CVPR | NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. | Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Shijie Zhao, Xuhan Sheng, Yukang Ding, Ming Sun, Xing Wen, Dafeng Zhang, Jia Li, Fan Wang, Zheng Xie, Zongyao He, Zidian Qiu, Zilin Pan, Zhihao Zhan, Xingyuan Xian, Zhi Jin, Yuanbo Zhou, Wei Deng, Ruofeng Nie, Jiajun Zhang, Qinquan Gao, Tong Tong, Kexin Zhang, Junpei Zhang, Rui Peng, Yanbiao Ma, Licheng Jiao, Haoran Bai, Lingshun Kong, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Pu Cao, Tianrui Huang, Lu Yang, Qing Song, Bingxin Chen, Chunhua He, Meiyun Chen, Zijie Guo, Shaojuan Luo, Chengzhi Cao, Kunyu Wang, Fanrui Zhang, Qiang Zhang, Nancy Mehta, Subrahmanyam Murala, Akshay Dudhane, Yujin Wang, Lingen Li, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Junyang Chen, Hao Li, Yukai Shi, Zhijing Yang, Wenbin Zou, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan, Hongxia Gao, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjlund, Thomas B. Schn, Jingxiang Chen, Bo Yang, XiSheryl Zhang, Chenghua Li, Weijun Yuan, Zhan Li, Ruting Deng, Jintao Zeng, Pulkit Mahajan, Sahaj Mistry, Shreyas Chatterjee, Vinit Jakhetiya, Badri N. Subudhi, Sunil Prasad Jaiswal, Zhao Zhang, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Bo Wang, Gen Li, Aijin Li, Lei Sun, Ke Chen, Congling Tang, Yunzhe Li, Jun Chen, Yuan-Chun Chiang, Yi-Chung Chen, Zhi-Kai Huang, Hao-Hsiang Yang, I-Hsiang Chen, Sy-Yen Kuo, Yiheng Wang, Gang Zhu, Xingyi Yang, Songhua Liu, Yongcheng Jing, Xingyu Hu, Jianwen Song, Changming Sun, Arcot Sowmya, Seung Ho Park, Xiaoyan Lei, Jingchao Wang, Chenbo Zhai, Yufei Zhang, Weifeng Cao, Wenlong Zhang |
| 2023 | DICTA | Visual Question Answering in the Medical Domain. | Louisa Canepa, Sonit Singh, Arcot Sowmya |
| 2023 | DICTA | Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities. | Muhammad Zafar Iqbal, Imran Razzak, Abdul Qayyum, Tariq Mahmood Khan, Arcot Sowmya |
| 2023 | DICTA | Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. | Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya |
| 2023 | IVCNZ | Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. | Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier |
| 2023 | MICCAI | Detection of Basal Cell Carcinoma in Whole Slide Images. | Hongyan Xu, Dadong Wang, Arcot Sowmya, Ian Katz |
| 2022 | CVPR | Cascaded Siamese Self-supervised Audio to Video GAN. | Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi |
| 2022 | CVPR | ScanpathNet: A Recurrent Mixture Density Network for Scanpath Prediction. | Ryan Anthony Jalova de Belen, Tomasz Bednarz, Arcot Sowmya |
| 2022 | ICASSP | Data Agnostic Filter Gating For Efficient Deep Networks. | Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya |
| 2022 | ICPR | Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting. | Sankaran Iyer, Alan Blair, Christopher White, Laughlin Dawes, Daniel Aaron Moses, Arcot Sowmya |
| 2022 | ICPR | Region-Based Trajectory Analysis for Abnormal Behaviour Detection: A Trial Study for Suicide Detection and Prevention. | Xun Li, Ryan Anthony J. de Belen, Arcot Sowmya, Sandersan Onie, Mark E. Larsen |
| 2022 | IJCNN | Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis. | Hongyan Xu, Dadong Wang, Arcot Sowmya |
| 2022 | MICCAI | Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning. | Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song |
| 2021 | CHI | EyeXplain Autism: Interactive System for Eye Tracking Data Analysis and Deep Neural Network Interpretation for Autism Spectrum Disorder Diagnosis. | Ryan Anthony Jalova de Belen, Tomasz Bednarz, Arcot Sowmya |
| 2021 | DICTA | Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation. | Md. Shariful Alam, Dadong Wang, Arcot Sowmya |
| 2021 | DICTA | Improved Spatio-temporal Action Localization for Surveillance Videos. | Morgan Liang, Xun Li, Sandersan Onie, Mark E. Larsen, Arcot Sowmya |
| 2021 | DICTA | Deep learning based stereo cost aggregation on a small dataset. | Rongcheng Wu, Changming Sun, Zhaoying Liu, Arcot Sowmya |
| 2021 | ICANN | PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs. | Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi |
| 2021 | ICTAI | Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images. | Md. Sharitul Alam, Dadong Wang, Arcot Sowmya |
| 2021 | MICCAI | Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images. | Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song |
| 2020 | IGARSS | Self-Supervised Remote Sensing Image Retrieval. | Kane Walter, Matthew J. Gibson, Arcot Sowmya |
| 2019 | DICTA | Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network. | Mina Ghaffari, Arcot Sowmya, Ruth Oliver, Len Hamey |
| 2019 | ICCV | ERL-Net: Entangled Representation Learning for Single Image De-Raining. | Guoqing Wang, Changming Sun, Arcot Sowmya |
| 2019 | ICONIP | Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. | Yongzhe Chang, Zhidong Li, Ling Luo, Simon Luo, Arcot Sowmya, Yang Wang, Fang Chen |
| 2019 | PAKDD | Recovering DTW Distance Between Noise Superposed NHPP. | Yongzhe Chang, Zhidong Li, Bang Zhang, Ling Luo, Arcot Sowmya, Yang Wang, Fang Chen |
| 2019 | PAKDD | Hawkes Process with Stochastic Triggering Kernel. | Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen |
| 2018 | PAKDD | A Refined MISD Algorithm Based on Gaussian Process Regression. | Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen |
| 2017 | CVPR | A Fast Approximate Spectral Unmixing Algorithm Based on Segmentation. | Jing Ke, Yi Guo, Arcot Sowmya |
| 2017 | ESANN | A performance acceleration algorithm of spectral unmixing via subset selection. | Jing Ke, Yi Guo, Arcot Sowmya, Tomasz Bednarz |
| 2017 | ICPRAM | Prediction of Protein X-ray Crystallisation Trial Image Time-courses. | B. M. Thamali Lekamge, Arcot Sowmya, Janet Newman |
| 2017 | ICPRAM | Deep Learning Approach for Classification of Mild Cognitive Impairment Subtypes. | Upul Senanayake, Arcot Sowmya, Laughlin Dawes, Nicole A. Kochan, Wei Wen, Perminder S. Sachdev |
| 2017 | SAC | CogVis: attention-driven cognitive architecture for visual change detection. | Shailesh S. Deshpande, Arcot Sowmya, Piyush Yadav, Shamsuddin Ladha, Priyanka Verma, Karthikeyan Vaiapury, Jay Gubbi, P. Balamuralidhar |
| 2016 | DICTA | Efficient GPU Computing Framework of Cloud Filtering in Remotely Sensed Image Processing. | Jing Ke, Arcot Sowmya, Yi Guo, Tomasz Bednarz, Michael Buckley |
| 2016 | ICPRAM | Classification of Mild Cognitive Impairment Subtypes using Neuropsychological Data. | Upul Senanayake, Arcot Sowmya, Laughlin Dawes, Nicole A. Kochan, Wei Wen, Perminder S. Sachdev |
| 2016 | IPCCC | Optimized GPU implementation for dynamic programming in image data processing. | Jing Ke, Tomasz Bednarz, Arcot Sowmya |
| 2016 | PERCOM | A context-based privacy preserving framework for wearable visual lifeloggers. | Eisa Zarepour, Mohammadreza Hosseini, Salil S. Kanhere, Arcot Sowmya |
| 2015 | DICTA | Batch Mode Active Learning for Object Detection Based on Maximum Mean Discrepancy. | Yingying Liu, Yang Wang, Arcot Sowmya |
| 2015 | DICTA | Building Change Detection Based on Markov Random Field: Exploiting Both Pixel and Corner Features. | Kaibin Zong, Arcot Sowmya, John C. Trinder |
| 2014 | DICTA | A Semi-Quantitative Analysis Model with Parabolic Modelling for DCE-MRI Sequences of Prostate. | Gihan Samarasinghe, Arcot Sowmya, Daniel Aaron Moses |
| 2014 | HCI | Multi-users Real-Time Interaction with Bacterial Biofilm Images Using Augmented Reality. | Mohammadreza Hosseini, Tomasz Bednarz, Arcot Sowmya |
| 2014 | ICPRAM | Human Action Description Based on Temporal Pyramid Histograms. | Yingying Liu, Arcot Sowmya |
| 2013 | DICTA | Kernel Partial Least Squares Based Hierarchical Building Change Detection Using High Resolution Aerial Images and Lidar Data. | Kaibin Zong, Arcot Sowmya, John C. Trinder |
| 2013 | HCI | Single-Handed Driving System with Kinect. | Jae Pyo Son, Arcot Sowmya |
| 2013 | ICIP | Efficient graph cuts based extraction of vertebral column and ribs in lung MDCT images. | Banafsheh Pazokifard, Arcot Sowmya |
| 2013 | ICIP | Robust human appearance matching across multi-cameras. | Beihua Zhang, Xiongcai Cai, Arcot Sowmya |
| 2013 | WACV | A weakly supervised approach for object detection based on Soft-Label Boosting. | Weihong Wang, Yang Wang, Fang Chen, Arcot Sowmya |
| 2012 | ICMLA | Sparse Dictionary Reconstruction for Textile Defect Detection. | Jian Zhou, Dimitri Semenovich, Arcot Sowmya, Jun Wang |
| 2012 | ICPR | Predicting onsets of genocide with sparse additive models. | Dimitri Semenovich, Arcot Sowmya, Benjamin E. Goldsmith |
| 2012 | PKAW | Perceptual Evaluation of Automatic 2.5D Cartoon Modelling. | Fengqi An, Xiongcai Cai, Arcot Sowmya |
| 2012 | RoboCup | Robot Localisation Using Natural Landmarks. | Peter Anderson, Yongki Yusmanthia, Bernhard Hengst, Arcot Sowmya |
| 2011 | ICIP | Multiscale sparse representation of high-resolution computed tomography (HRCT) lung images for diffuse lung disease classification. | Kiet T. Vo, Arcot Sowmya |
| 2011 | WACV | Feature fusion for vehicle detection and tracking with low-angle cameras. | Jun Yang, Yang Wang, Arcot Sowmya, Zhidong Li, Bang Zhang, Jie Xu |
| 2010 | ACCV | Geometry Aware Local Kernels for Object Recognition. | Dimitri Semenovich, Arcot Sowmya |
| 2010 | ACCV | Spatial-Temporal Affinity Propagation for Feature Clustering with Application to Traffic Video Analysis. | Jun Yang, Yang Wang, Arcot Sowmya, Jie Xu, Zhidong Li, Bang Zhang |
| 2010 | AVSS | Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance. | Jun Yang, Yang Wang, Arcot Sowmya, Bang Zhang, Jie Xu, Zhidong Li |
| 2010 | ICDM | Efficient Additive Models via the Generalized Lasso. | Dimitri Semenovich, Nobuyuki Morioka, Arcot Sowmya |
| 2010 | ICIP | Vehicle detection and tracking with low-angle cameras. | Jun Yang, Yang Wang, Arcot Sowmya, Zhidong Li |
| 2010 | ICISP | Scale-Space Representation of Lung HRCT Images for Diffuse Lung Disease Classification. | Kiet T. Vo, Arcot Sowmya |
| 2010 | ICMLA | On-line, Incremental Learning for Real-Time Vision Based Movement Recognition. | Anuraag Sridhar, Arcot Sowmya, Paul Compton |
| 2010 | ICPR | Tensor Power Method for Efficient MAP Inference in Higher-order MRFs. | Dimitri Semenovich, Arcot Sowmya |
| 2010 | PKAW | Incremental System Engineering Using Process Networks. | Avishkar Misra, Arcot Sowmya, Paul Compton |
| 2010 | TACAS | ACS: Automatic Converter Synthesis for SoC Bus Protocols. | Karin Avnit, Arcot Sowmya, Jorgen Peddersen |
| 2009 | CAIP | Directional Multi-scale Modeling of High-Resolution Computed Tomography (HRCT) Lung Images for Diffuse Lung Disease Classification. | Kiet T. Vo, Arcot Sowmya |
| 2009 | DATE | A formal approach to design space exploration of protocol converters. | Karin Avnit, Arcot Sowmya |
| 2009 | ICIP | A spectral method for context based disambiguation of image annotations. | Dimitri Semenovich, Arcot Sowmya |
| 2009 | ICIP | Diffuse lung disease classification in HRCT lung images using generalized Gaussian density modeling of wavelets coefficients. | Kiet T. Vo, Arcot Sowmya |
| 2009 | ICIP | Feature clustering for vehicle detection and tracking in road traffic surveillance. | Jun Yang, Yang Wang, Getian Ye, Arcot Sowmya, Bang Zhang, Jie Xu |
| 2009 | VRST | SparseSPOT: using a priori 3-D tracking for real-time multi-person voxel reconstruction. | Anuraag Sridhar, Arcot Sowmya |
| 2008 | DATE | A Formal Approach To The Protocol Converter Problem. | Karin Avnit, Vijay D'Silva, Arcot Sowmya, S. Ramesh, Sri Parameswaran |
| 2008 | EKAW | Situated Cognition in the Semantic Web Era. | Paul Compton, Byeong Ho Kang, Rodrigo Martnez-Bjar, Mamatha Rudrapatna, Arcot Sowmya |
| 2008 | EMSOFT | Automatically transforming and relating Uppaal models of embedded systems. | Timothy Bourke, Arcot Sowmya |
| 2008 | ISVC | Multiple Camera, Multiple Person Tracking with Pointing Gesture Recognition in Immersive Environments. | Anuraag Sridhar, Arcot Sowmya |
| 2008 | MICCAI | Multi-level Classification of Emphysema in HRCT Lung Images Using Delegated Classifiers. | Mithun Nagendra Prasad, Arcot Sowmya |
| 2007 | ICIW | An Adaptable Formal Model for Web Services Protocols. | Pemadeep Ramsokul, Arcot Sowmya |
| 2007 | ICIW | A Test Bed for Web Services Protocols. | Pemadeep Ramsokul, Arcot Sowmya, S. Ramesh |
| 2006 | ACCV | Learning Parameter Tuning for Object Extraction. | Xiongcai Cai, Arcot Sowmya, John C. Trinder |
| 2006 | EMSOFT | A timing model for synchronous language implementations in simulink. | Timothy Bourke, Arcot Sowmya |
| 2006 | ICIP | Automatic Detection of Tram Tracks on HRCT Images. | Mamatha Rudrapatna, Prinith Amaratunga, Mithun Nagendra Prasad, Arcot Sowmya, Peter Wilson |
| 2006 | ICONIP | Active Contour with Neural Networks-Based Information Fusion Kernel. | Xiongcai Cai, Arcot Sowmya |
| 2006 | ISPDC | A Sniffer Based Approach to WS Protocols Conformance Checking. | Pemadeep Ramsokul, Arcot Sowmya |
| 2006 | SEFM | ASEHA: A Framework for Modelling and Verification ofWeb Services Protocols. | Pemadeep Ramsokul, Arcot Sowmya |
| 2005 | DICTA | Multi-Image 2D-PAGE Feature Detection. | Nick Seow, Arcot Sowmya, Changming Sun |
| 2004 | DATE | Synchronous Protocol Automata: A Framework for Modelling and Verification of SoC Communication Architectures. | Vijay D'Silva, S. Ramesh, Arcot Sowmya |
| 2004 | ICPR | Feature Subset Selection using ICA for Classifying Emphysema in HRCT Images. | Mithun Nagendra Prasad, Arcot Sowmya, Inge Koch |
| 2004 | VLSID | Bridge Over Troubled Wrappers: Automated Interface Synthesis. | Vijay D'Silva, S. Ramesh, Arcot Sowmya |
| 2003 | CAIP | Support Vector Machines for Road Extraction from Remotely Sensed Images. | Neil Yager, Arcot Sowmya |
| 2002 | ICCD | k-time Forced Simulation: A Formal Verification Technique for IP Reuse. | Partha S. Roop, Arcot Sowmya, S. Ramesh |
| 2001 | ASPDAC | A formal approach to component based development of synchronous programs. | Partha S. Roop, Arcot Sowmya, S. Ramesh |
| 2000 | VLSID | Automatic Component Matching Using Forced Simulation. | Partha S. Roop, Arcot Sowmya, S. Ramesh |
| 1999 | ICML | Learning Discriminatory and Descriptive Rules by an Inductive Logic Programming System. | Maziar Palhang, Arcot Sowmya |
| 1998 | ECRTS | Hidden time model for specification and verification of embedded systems. | Partha S. Roop, Arcot Sowmya |
| 1998 | ICPR | A real-time variable sampling technique: DIEM. | Mark W. Peters, Arcot Sowmya |
| 1998 | MVA | Autonomous Robot Navigation by Active Visual Motion Analysis and Understanding. | Sung Shic Park, Arcot Sowmya |
| 1998 | MVA | Integrated Techniques for Self-Organisation, Sampling, Habituation, and Motion-Tracking in Visual Robotics Applications. | Mark W. Peters, Arcot Sowmya |
| 1998 | VLSID | CFSMcharts: A New Language for Microprocessor Based system Design. | Partha S. Roop, Arcot Sowmya |
| 1996 | MMM | Automatic Model Building from Images for Multimedia Systems. | Arcot Sowmya, Maziar Palhang |
| 1994 | MVA | Generating Symbolic Descriptions of Two-dimensional Blocks World. | Arcot Sowmya, K. W. E. Lee |