Binod Bhattarai

Binod Bhattarai

Imperial College London

H-index: 13

Europe-United Kingdom

Contact Binod Bhattarai

About Binod Bhattarai

Binod Bhattarai, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Machine Learning, Medical Image Analysis, Computer Vision, Facial Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity

ReweightOOD: Loss Reweighting for Distance-based OOD Detection

T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for OOD Detection

iEdit: Localised Text-guided Image Editing with Weak Supervision

Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification

How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?

TextAug: Test time Text Augmentation for Multimodal Person Re-identification

Why is the winner the best?

Binod Bhattarai Information

University	Imperial College London
Position	___
Citations(all)	938
Citations(since 2020)	634
Cited By	517
hIndex(all)	13
hIndex(since 2020)	13
i10Index(all)	15
i10Index(since 2020)	13
Email	Access Email
University Profile Page	Imperial College London
Google Scholar	View Google Scholar Profile

Binod Bhattarai Skills & Research Interests

Machine Learning

Medical Image Analysis

Computer Vision

Facial Analysis

Top articles of Binod Bhattarai

Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity

IPCAI

2024/9

Sophia Bano

H-Index: 6

Binod Bhattarai

H-Index: 6

ReweightOOD: Loss Reweighting for Distance-based OOD Detection

Fair, Data-efficient and Trusted Computer Vision, CVPR

2024/6

Danail Stoyanov

H-Index: 34

Binod Bhattarai

H-Index: 6

T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for OOD Detection

Fair, Data-efficient and Trusted Computer Vision, CVPR

2024/6

Prashnna K Gyawali

H-Index: 5

Binod Bhattarai

H-Index: 6

iEdit: Localised Text-guided Image Editing with Weak Supervision

arXiv preprint arXiv:2305.05947

2023/5/10

Binod Bhattarai

H-Index: 6

Tae-Kyun Kim

H-Index: 11

Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification

arXiv preprint arXiv:2402.16734

2024/2/26

Bidur Khanal

H-Index: 1

Binod Bhattarai

H-Index: 6

How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?

arXiv preprint arXiv:2401.07990

2024/1/15

Bidur Khanal

H-Index: 1

Binod Bhattarai

H-Index: 6

TextAug: Test time Text Augmentation for Multimodal Person Re-identification

2024

Binod Bhattarai

H-Index: 6

Why is the winner the best?

2023

Ujjwal Baid

H-Index: 7

Sophia Bano

H-Index: 6

Jorge Bernal

H-Index: 3

Marleen De Bruijne

H-Index: 34

Reuben Dorent

H-Index: 4

Jan Egger

H-Index: 21

Sandy Engelhardt

H-Index: 11

Noha Ghatwary

H-Index: 7

Gabriel Girard

H-Index: 18

Anubha Gupta

H-Index: 15

Lasse Hansen

H-Index: 1

Nicholas Heller

H-Index: 4

Arnaud Huaulmé

H-Index: 5

Pierre Jannin

H-Index: 28

Ali Emre Kavur

H-Index: 5

Oldřich Kodym

H-Index: 3

Michal Kozubek

H-Index: 16

Jianning Li

H-Index: 11

Hongwei Li

H-Index: 19

Jun Ma

H-Index: 25

Alison Noble

H-Index: 42

Nicolas Padoy

H-Index: 19

Sarthak Pati

H-Index: 9

Jonathan Rafael-Patiño

H-Index: 6

Vivek Singh Bawa

H-Index: 3

Martin Wagner

H-Index: 17

Donglai Wei

H-Index: 9

Chun Yuan

H-Index: 15

Dogu Baran Aydogan

H-Index: 9

Binod Bhattarai

H-Index: 6

Jihoon Cho

H-Index: 1

Chanyeol Choi

H-Index: 11

Ivan Ezhov

H-Index: 6

Adrian Galdran

H-Index: 17

Ikbeom Jang

H-Index: 2

Florian Kofler

H-Index: 3

Mingxing Li

H-Index: 1

Pedro Morais

H-Index: 3

Bruno Oliveira

H-Index: 3

David Owen

H-Index: 32

Sung-Hong Park

H-Index: 14

Kanghyun Ryu

H-Index: 5

Dejan Štepec

H-Index: 5

Jiacheng Wang

H-Index: 2

Xiyue Wang

H-Index: 1

Juanying Xie

H-Index: 24

Zhiwei Xiong

H-Index: 24

Sen Yang

H-Index: 2

Yanwu Yang

H-Index: 1

Joint Training of Hierarchical GANs and Semantic Segmentation for Expression Translation

2023/6/4

Binod Bhattarai

H-Index: 6

Tae-Kyun Kim

H-Index: 11

Translating simulation images to x-ray images via multi-scale semantic matching

arXiv preprint arXiv:2304.07693

2023/4/16

Jingxuan Kang

H-Index: 5

Binod Bhattarai

H-Index: 6

Frans Coenen

H-Index: 25

Anh Nguyen

H-Index: 4

Metric Transform: Exploring beyond Affine Transform for Neural Networks

2023/4

Binod Bhattarai

H-Index: 6

Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation

Medical Image Analysis

2023/4/1

Binod Bhattarai

H-Index: 6

Danail Stoyanov

H-Index: 34

CholecTriplet2022: Show me a tool and tell me the triplet--an endoscopic vision challenge for surgical action triplet detection

Medical Image Analysis

2023/10/1

Tong Yu

H-Index: 12

Saurav Sharma

H-Index: 2

Deepak Alapatt

H-Index: 2

Armine Vardazaryan

H-Index: 2

Kun Yuan

H-Index: 2

Xiaoyang Zou

H-Index: 0

Bruno Oliveira

H-Index: 3

Ege Özsoy

H-Index: 0

Han Li

H-Index: 10

Rachana Sathish

H-Index: 5

Binod Bhattarai

H-Index: 6

Ziheng Wang

H-Index: 1

Tobias Czempiel

H-Index: 1

Debdoot Sheet

H-Index: 17

Max Berniker

H-Index: 12

Pedro Morais

H-Index: 3

Nassir Navab

H-Index: 67

Nicolas Padoy

H-Index: 19

Dimension mixture model: Group Mixing of Input Dimensions for Efficient Function Approximation

2023/1/5

Binod Bhattarai

H-Index: 6

Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge Findings

Medical Image Analysis

2023/12/24

Sophia Bano

H-Index: 6

Francisco Vasconcelos

H-Index: 9

Binod Bhattarai

H-Index: 6

Szymon Płotka

H-Index: 2

Aneta Lisowska

H-Index: 6

Elena De Momi

H-Index: 29

Danail Stoyanov

H-Index: 34

Medical Vision Language Pretraining: A survey

arXiv preprint arXiv:2312.06224

2023/12/11

Bidur Khanal

H-Index: 1

Binod Bhattarai

H-Index: 6

Federated Active Learning for Target Domain Generalisation

arXiv preprint arXiv:2312.02247

2023/12/4

Binod Bhattarai

H-Index: 6

Danail Stoyanov

H-Index: 34

Dimension Mixer: A Generalized Method for Structured Sparsity in Deep Neural Networks

arXiv preprint arXiv:2311.18735

2023/11/30

Binod Bhattarai

H-Index: 6

Importance Estimation with Random Gradient for Neural Network Pruning

ICLR Workshops

2023/10/31

Binod Bhattarai

H-Index: 6

Task-Aware Active Learning for Endoscopic Polyp Segmentation

Authorea Preprints

2023/10/31

Binod Bhattarai

H-Index: 6

Danail Stoyanov

H-Index: 34

See List of Professors in Binod Bhattarai University(Imperial College London)

Co-Authors

H-index: 105

Josef Kittler — Josef Kittler
University of Surrey

Visit Josef Kittler Page

H-index: 59

Tae-Kyun (T-K) Kim — Tae-Kyun (T-K) Kim
Imperial College London

Visit Tae-Kyun (T-K) Kim Page

H-index: 58

Danail Stoyanov — Danail Stoyanov
University College London

Visit Danail Stoyanov Page

H-index: 40

Lourdes Agapito — Lourdes Agapito
University College London

Visit Lourdes Agapito Page

H-index: 23

Gaurav Sharma — Gaurav Sharma
Indian Institute of Technology Kanpur

Visit Gaurav Sharma Page

H-index: 11

Baris Gecer — Baris Gecer
Imperial College London

Visit Baris Gecer Page

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