Ayush Roy

29 papers A* 1B 1Journal 16Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attending to Routers Aids Indoor Wireless Localization.
CoRR
Ayush Roy, Tahsin Fuad Hassan, Roshan Ayyalasomayajula, Vishnu Suresh Lokhande
2026 J jnl
Beyond Pooling: Matching for Robust Generalization under Data Heterogeneity.
CoRR
Ayush Roy, Rudrasis Chakraborty, Lav R. Varshney, Vishnu Suresh Lokhande
2026 J jnl
ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation.
CoRR
Ayush Roy, Wei-Yang Alex Lee, Rudrasis Chakraborty, Vishnu Suresh Lokhande
2026 — conf
SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity.
EACL (Findings)
Ishani Mondal, Meera Bharadwaj, Ayush Roy, Aparna Garimella, Jordan Lee Boyd-Graber
2025 J jnl
A feature selection-aided deep learning based deepfake video detection method.
Multim. Tools Appl.
Sk Mohiuddin, Ayush Roy, Saptarshi Pani, Samir Malakar, Ram Sarkar
2025 J jnl
A novel domain independent scene text localizer.
Pattern Recognit.
Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Cheng-Lin Liu
2025 — conf
DeepSpace: Navigating the Frontier of Deepfake Identification Using Attention-Driven Xception and a Task-Specific Subspace.
VISIGRAPP (2): VISAPP
Ayush Roy, Sk Mohiuddin, Maxim V. Minenko, Dmitrii I. Kaplun, Ram Sarkar
2025 A* conf
Exploring Organizational Strategies in Immersive Computational Notebooks.
ISMAR
Sungwon In, Ayush Roy, Eric Krokos, Kirsten Whitley, Chris North, Yalong Yang
2025 J jnl
Exploring Organizational Strategies in Immersive Computational Notebooks.
CoRR
Sungwon In, Ayush Roy, Eric Krokos, Kirsten Whitley, Chris North, Yalong Yang
2025 J jnl
Is Exchangeability better than I.I.D to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation?
CoRR
Ayush Roy, Samin Enam, Jun Xia, Vishnu Suresh Lokhande, Won Hwa Kim
2025 J jnl
Split-net: Dual transformer encoder with splitting scene text image for script identification.
Pattern Recognit. Lett.
Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Chenglin Liu
2024 — conf
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images.
MECO
Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar
2024 J jnl
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images.
CoRR
Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar
2024 — conf
A New Attention Based UNet and Gated Edge Attention Network for Retinal Vessel Segmentation.
ICPR (28)
Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Sukalpa Chanda
2024 J jnl
A Similarity-Based Positional Attention-Aided Deep Learning Model for Copy-Move Forgery Detection.
IEEE Trans. Artif. Intell.
Ayush Roy, Sk Mohiuddin, Ram Sarkar
2024 — conf
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-Based Feature Fusion.
ISBI
Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitrii I. Kaplun, Asya I. Lyanova, Ram Sarkar
2024 J jnl
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion.
CoRR
Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitry I. Kaplun, Asya I. Lyanova, Ram Sarkar
2024 J jnl
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images.
CoRR
Ayush Roy, Payel Pramanik, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar
2024 — conf
Awgunet: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images.
ISBI
Ayush Roy, Payel Pramanik, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar
2024 J jnl
EU
IEEE Trans. Instrum. Meas.
Ayush Roy, Payel Pramanik, Ram Sarkar
2024 B conf
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays.
CBMS
Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco Javier Alvarez Padilla, Ram Sarkar
2024 J jnl
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays.
CoRR
Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco Javier Alvarez Padilla, Ram Sarkar
2024 J jnl
GRU-Net for breast histopathology image segmentation.
CoRR
Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitry I. Kaplun, Ram Sarkar
2024 — conf
GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation.
MIUA (1)
Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitrii I. Kaplun, Ram Sarkar
2024 — conf
PCGAUNet: Pixel Correlation and Gaussian Attention Driven Network for Text Segmentation.
ICPR (17)
Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Raghavendra Ramachandra
2024 — conf
XLSI: A New Xception and Log Polar Transform Based Approach for Scene Text Script Identification.
ICPR (19)
Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Michael Blumenstein
2023 — conf
A New Lightweight Attention-Based Model for Emotion Recognition on Distorted Social Media Face Images.
ACPR (2)
Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Shivanand S. Gornale, Cheng-Lin Liu
2023 J jnl
A New Lightweight Script Independent Scene Text Style Transfer Network.
Int. J. Pattern Recognit. Artif. Intell.
Palaiahnakote Shivakumara, Ayush Roy, Lokesh Nandanwar, Umapada Pal, Yue Lu, Cheng-Lin Liu
2023 — conf
Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images.
ICDAR Workshops (2)
Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Hamam Mokayed, Marcus Liwicki