Wele Gedara Chaminda Bandara

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 29

Top Topics

Diffusion Models

Additive Gaussian Noise

Top Venues

Publications

Wele Gedara Chaminda Bandara, Vishal M. Patel
Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Action Recognition. FG (2024)
Dilum Fernando, Dhananjaya Jayasundara, Roshan Godaliyadda, Wele Gedara Chaminda Bandara, Parakrama Ekanayake, Vijitha R. Herath
Iso-Diffusion: Improving Diffusion Probabilistic Models Using the Isotropy of the Additive Gaussian Noise. CoRR (2024)
Wele Gedara Chaminda Bandara, Vishal M. Patel
Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Spatiotemporal Modeling. CoRR (2024)
Wele Gedara Chaminda Bandara, Celso M. de Melo, Vishal M. Patel
Guarding Barlow Twins Against Overfitting with Mixed Samples. CoRR (2023)
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models. CVPR (2023)
Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models. CoRR (2023)
Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
SAR Despeckling Using a Denoising Diffusion Probabilistic Model. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Wele Gedara Chaminda Bandara, Naman Patel, Ali Gholami, Mehdi Nikkhah, Motilal Agrawal, Vishal M. Patel
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders. CVPR (2023)
Wele Gedara Chaminda Bandara, Vishal M. Patel
Deep Metric Learning for Unsupervised Remote Sensing Change Detection. CoRR (2023)
Wele Gedara Chaminda Bandara, Naman Patel, Ali Gholami, Mehdi Nikkhah, Motilal Agrawal, Vishal M. Patel
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders. CoRR (2022)
Wele Gedara Chaminda Bandara, Vishal M. Patel
A Transformer-Based Siamese Network for Change Detection. CoRR (2022)
Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
SAR Despeckling Using Overcomplete Convolutional Networks. IGARSS (2022)
Wele Gedara Chaminda Bandara, Vishal M. Patel
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening. CoRR (2022)
Wele Gedara Chaminda Bandara, Vishal M. Patel
A Transformer-Based Siamese Network for Change Detection. IGARSS (2022)
Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
SAR Despeckling using a Denoising Diffusion Probabilistic Model. CoRR (2022)
Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
Transformer-based SAR Image Despeckling. CoRR (2022)
Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
Transformer-Based SAR Image Despeckling. IGARSS (2022)
Aimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Orientation-Guided Graph Convolutional Network for Bone Surface Segmentation. MICCAI (5) (2022)
Wele Gedara Chaminda Bandara, Vishal M. Patel
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening. CVPR (2022)
Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Aimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel
Orientation-guided Graph Convolutional Network for Bone Surface Segmentation. CoRR (2022)
Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving. ICRA (2022)
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models. CoRR (2022)
Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
SAR Despeckling Using Overcomplete Convolutional Networks. CoRR (2022)
Wele Gedara Chaminda Bandara, Vishal M. Patel
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images. CoRR (2022)
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models. CoRR (2022)
Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel
DDPM-CD: Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models. CoRR (2022)
Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction. CoRR (2021)
Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving. CoRR (2021)