Browsing by Author "Bhattarai, Binod"
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Item Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise(2024-10-03) Khanal, Bidur; Dai, Tianhong; Bhattarai, Binod; Linte, Cristian A.; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem AugLabel : Exploiting Word Representations to Augment Labels for Face Attribute Classification(ArXiv, 2019-07-15) Bhattarai, Binod; Bodur, Rumeysa; Kim, Tae-Kyun; University of Aberdeen.Computing ScienceItem CAR-MFL : Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities(Springer Nature, 2024-10-03) Poudel, Pranav; Shrestha, Prashant; Amgain, Sanskar; Shrestha, Yash Raj; Gyawali, Prashnna; Bhattarai, Binod; University of Aberdeen.Computing ScienceItem CP-mtML : Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval(ArXiv, 2016-04-11) Bhattarai, Binod; Sharma, Gaurav; Jurie, Frederic; University of Aberdeen.Computing ScienceItem Dimension Mixer : Group Mixing of Input Dimensions for Efficient Function Approximation(2025-06-03) Sapkota, Suman; Bhattarai, Binod; University of Aberdeen.Computing ScienceItem Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models(ArXiv, 2025-06-22) Khanal, Bidur; Pokhrel, Sandesh; Bhandari, Sanjay; Rana, Ramesh; Shrestha, Nikesh; Gurung, Ram Bahadur; Linte, Cristian; Watson, Angus; Shrestha, Yash Raj; Bhattarai, Binod; University of Aberdeen.Medicine, Medical Sciences & Nutrition; University of Aberdeen.Computing ScienceItem Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models(2025-06-22) Khanal, Bidur; Pokhrel, Sandesh; Bhandari, Sanjay; Rana, Ramesh; Shrestha, Nikesh; Gurung, Ram Bahadur; Linte, Cristian A.; Watson, Angus J M; Shrestha, Yash Raj; Bhattarai, Binod; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Computing ScienceItem Histogram of Oriented Gradients Meet Deep Learning : A Novel Multi-task Deep Network for Medical Image Semantic Segmentation(2023-04) Bhattarai, Binod; Subedi, Ronast; Gaire, Rebati Raman; Vazquez, Eduard; Stoyanov, Danail; University of Aberdeen.Computing ScienceItem Multimodal Federated Learning With Missing Modalities through Feature Imputation Network(Springer Nature, 2025) Poudel, Pranav; Chhetri, Aavash; Gyawali, Prashnna K; Leontidis, Georgios; Bhattarai, Binod; Ali, Sharib; Hogg, David C.; Peckham, Michelle; University of Aberdeen.Vice Principals; University of Aberdeen.Computing ScienceItem NCDD : Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision(ArXiv, 2024-12-02) Pokhrel, Sandesh; Bhandari, Sanjay; Ali, Sharib; Lambrou, Tryphon; Nguyen, Anh; Shrestha, Yash Raj; Watson, Angus; Stoyanov, Danail; Gyawali, Prashnna; Bhattarai, Binod; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Other Applied Health SciencesItem NepBERTa : Nepali Language Model Trained in a Large Corpus(Association for Computational Linguistics (ACL), 2022-11-20) Timilsina, Sulav; Gautam, Milan; Bhattarai, BinodItem NERO: Explainable Out-of-Distribution Detection with Neuron-level Relevance in Gastrointestinal Imaging(2025-07-01) Chhetri, Anju; Korhonen, Jari; Gyawali, Prashnna K; Bhattarai, Binod; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Placental vessel segmentation and registration in fetoscopy : Literature review and MICCAI FetReg2021 challenge findings(2024-02-01) Bano, Sophia; Casella, Alessandro; Vasconcelos, Francisco; Qayyum, Abdul; Benzinou, Abdesslam; Mazher, Moona; Meriaudeau, Fabrice; Lena, Chiara; Cintorrino, Ilaria Anita; De Paolis, Gaia Romana; Biagioli, Jessica; Grechishnikova, Daria; Jiao, Jing; Bai, Bizhe; Qiao, Yanyan; Bhattarai, Binod; Gaire, Rebati Raman; Subedi, Ronast; Vazquez, Eduard; Płotka, Szymon; Lisowska, Aneta; Sitek, Arkadiusz; Attilakos, George; Wimalasundera, Ruwan; David, Anna L.; Paladini, Dario; Deprest, Jan; De Momi, Elena; Mattos, Leonardo S.; Moccia, Sara; Stoyanov, Danail; University of Aberdeen.Computing ScienceItem T2FNorm : Train-time Feature Normalization for OOD Detection in Image Classification(IEEE Explore, 2024-09-27) Regmi, Sudarshan; Panthi, Bibek; Dotel, Sakar; Gyawali, Prashnna K; Stoyanov, Danail; Bhattarai, Binod; University of Aberdeen.Computing ScienceItem TE-SSL : Time and Event-aware Self Supervised Learning for Alzheimer’s Disease Progression Analysis(Springer Nature, 2024-10-23) Thrasher, Jacob; Devkota, Alina; Tafti, Ahmed P.; Bhattarai, Binod; Gyawali, Prashnna; University of Aberdeen.Computing Science