Ayush Roy

According to our database, Ayush Roy authored at least 24 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation.

Ayush Roy, Wei-Yang Alex Lee, Rudrasis Chakraborty, Vishnu Suresh Lokhande

CoRR, February, 2026

Attending to Routers Aids Indoor Wireless Localization.

Ayush Roy, Tahsin Fuad Hassan, Roshan Ayyalasomayajula, Vishnu Suresh Lokhande

CoRR, February, 2026

Beyond Pooling: Matching for Robust Generalization under Data Heterogeneity.

Ayush Roy, Rudrasis Chakraborty, Lav R. Varshney, Vishnu Suresh Lokhande

CoRR, February, 2026

SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity.

Ishani Mondal, Meera Bharadwaj, Ayush Roy, Aparna Garimella, Jordan Lee Boyd-Graber

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

A feature selection-aided deep learning based deepfake video detection method.

Sk Mohiuddin, Ayush Roy, Saptarshi Pani, Samir Malakar, Ram Sarkar

Multim. Tools Appl., October, 2025

Is Exchangeability better than I.I.D to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation?

Ayush Roy, Samin Enam, Jun Xia, Vishnu Suresh Lokhande, Won Hwa Kim

CoRR, July, 2025

Split-net: Dual transformer encoder with splitting scene text image for script identification.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Chenglin Liu

Pattern Recognit. Lett., 2025

A novel domain independent scene text localizer.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Cheng-Lin Liu

Pattern Recognit., 2025

DeepSpace: Navigating the Frontier of Deepfake Identification Using Attention-Driven Xception and a Task-Specific Subspace.

Ayush Roy, Sk Mohiuddin, Maxim V. Minenko, Dmitrii I. Kaplun, Ram Sarkar

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Exploring Organizational Strategies in Immersive Computational Notebooks.

Sungwon In, Ayush Roy, Eric Krokos, Kirsten Whitley, Chris North, Yalong Yang

Proceedings of the International Symposium on Mixed and Augmented Reality, 2025

2024

A Similarity-Based Positional Attention-Aided Deep Learning Model for Copy-Move Forgery Detection.

Ayush Roy, Sk Mohiuddin, Ram Sarkar

IEEE Trans. Artif. Intell., September, 2024

EU²-Net: A Parameter Efficient Ensemble Model With Attention-Aided Triple Feature Fusion for Tumor Segmentation in Breast Ultrasound Images.

Ayush Roy, Payel Pramanik, Ram Sarkar

IEEE Trans. Instrum. Meas., 2024

GRU-Net for breast histopathology image segmentation.

Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitry I. Kaplun, Ram Sarkar

CoRR, 2024

GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation.

Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitrii I. Kaplun, Ram Sarkar

Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images.

Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar

Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-Based Feature Fusion.

Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitrii I. Kaplun, Asya I. Lyanova, Ram Sarkar

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Awgunet: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images.

Ayush Roy, Payel Pramanik, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

A New Attention Based UNet and Gated Edge Attention Network for Retinal Vessel Segmentation.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Sukalpa Chanda

Proceedings of the Pattern Recognition - 27th International Conference, 2024

PCGAUNet: Pixel Correlation and Gaussian Attention Driven Network for Text Segmentation.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Raghavendra Ramachandra

Proceedings of the Pattern Recognition - 27th International Conference, 2024

XLSI: A New Xception and Log Polar Transform Based Approach for Scene Text Script Identification.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Michael Blumenstein

Proceedings of the Pattern Recognition - 27th International Conference, 2024

FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays.

Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco Javier Alvarez Padilla, Ram Sarkar

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023

A New Lightweight Script Independent Scene Text Style Transfer Network.

Palaiahnakote Shivakumara, Ayush Roy, Lokesh Nandanwar, Umapada Pal, Yue Lu, Cheng-Lin Liu

Int. J. Pattern Recognit. Artif. Intell., October, 2023

Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images.

Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Hamam Mokayed, Marcus Liwicki

Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

A New Lightweight Attention-Based Model for Emotion Recognition on Distorted Social Media Face Images.

Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Shivanand S. Gornale, Cheng-Lin Liu

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023