Dr Binod Bhattarai | People | The University of Aberdeen

Dr Binod Bhattarai

Lecturer

Accepting PhDs

About

School/Department: School of Natural and Computing Sciences

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Biography

I am a Lecturer (US equivalent Assistant Professor) in the Natural and Computing School of the University of Aberdeen and head of the Multimodal Learning Lab. My research interests are machine learning, computer vision, and medical image analysis.

Before this, I was a Senior Research Fellow at the Computer Science Department of University College London, UK, till December 2022. I also worked as a Postdoctoral Research Associate at Imperial College London, UK, from December 2017 to July 2021. I obtained a PhD in Computer Science from Universite de Caen, France.

Potential PhD candidates: If you are interested in doing PhD at the University of Aberdeen, UK, please get in touch with me at binod.bhattarai@abdn.ac.uk

Selected Publications:

1. Poudel, P., Amgain, S., Shrestha, P., Shrestha, YR, Gyawali P., Bhattarai, B. CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities MICCAI 2024

2. Bodur R., Bhattarai, B., Kim, T-K "Prompt Augmentation for Self-supervised Text-guided Image Manipulation" CVPR 2024

3. Bhattarai, B., Subedi, R., Gaire, RR, Vazquez, E., Stoyanov, D. "Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for 2D Surgical Image Semantic Segmentation", Medical Image Analysis (MedIA) 2023

4. Rau, A., Bhattarai, B., Agapito, L., & Stoyanov, D. "Bimodal camera pose prediction for endoscopy" Transactions on Medical Robotics and Bionics 2023

5. Caramalau, R. Bhattarai, B. and Kim, T-K "Sequential Graph Convolutional Network for Active Learning" CVPR 2021

6. Bhattarai, B. and Kim, T-K "Inducing Optimal Attributes Representations for Conditional GANs" ECCV 2020

7. Gecer, B. Bhattarai, B. Kittler, J. Kim, TK "Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model" ECCV 2018

For the details in the publication, visit https://scholar.google.com/citations?hl=en&user=PDEi58sAAAAJ

Research

Research Areas

Accepting PhDs

I am currently accepting PhDs in Computing Science.

Please get in touch if you would like to discuss your research ideas further.

Computing Science

Accepting PhDs

View Research Area

Research Specialisms

Computer Vision
Machine Learning
Biomedical Engineering

Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is HESA open data, published under the Creative Commons Attribution 4.0 International licence.

Teaching

Teaching Responsibilities

Principles and Practice of Database Systems
Foundations in Artificial Intelligence

Publications

Page 1 of 2 Results 1 to 50 of 53

Task-Aware Active Learning for Endoscopic Polyp Segmentation
2024 - Published
Poudel, P., Thapa, S. K., Regmi, S., Bhattarai, B., Stoyanov, D.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-73748-0_16
T2FNorm: Train-time Feature Normalization for OOD Detection in Image Classification
2024 - Published
Regmi, S., Panthi, B., Dotel, S., Gyawali, P. K., Stoyanov, D., Bhattarai, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://openaccess.thecvf.com/content/CVPR2024W/TCV2024/papers/Regmi_T2FNorm_Train-time_Feature_Normalization_for_OOD_Detection_in_Image_Classification_CVPRW_2024_paper.pdf
- [ONLINE] DOI: https://doi.org/10.1109/CVPRW63382.2024.00020
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/24347/1/Regmi_etal_CVPR_T2FNorma_Train_Time_AAM.pdf
- [ONLINE] View publication in Scopus
IEdit: Localised Text-guided Image Editing with Weak Supervision
2024 - Published
Bodur, R., Gundogdu, E., Bhattarai, B., Kim, T. K., Donoser, M., Bazzani, L.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/CVPRW63382.2024.00738
- [ONLINE] View publication in Scopus
ReweightOOD: Loss Reweighting for Distance-based OOD Detection
2024 - Published
Regmi, S., Panthi, B., Ming, Y., Gyawali, P. K., Stoyanov, D., Bhattarai, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/CVPRW63382.2024.00018
- [ONLINE] View publication in Scopus
Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise
2024 - Accepted/In press
Khanal, B., Dai, T., Bhattarai, B., Linte, C. A.
Contributions to Conferences: Papers
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities
2024 - Accepted/In press
Poudel, P., Shrestha, P., Amgain, S., Shrestha, Y. R., Gyawali, P., Bhattarai, B.
Contributions to Conferences: Papers
TE-SSL: Time and Event-aware Self Supervised Learning for Alzheimer’s Disease Progression Analysis
2024 - Accepted/In press
Thrasher, J., Devkota, A., Tafti, A. P., Bhattarai, B., Gyawali, P.
Contributions to Conferences: Papers
Prompt Augmentation for Self-supervised Text-guided Image Manipulation
2024 - E-pub ahead of print
Bodur, R., Bhattarai, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://openaccess.thecvf.com/content/CVPR2024/papers/Bodur_Prompt_Augmentation_for_Self-supervised_Text-guided_Image_Manipulation_CVPR_2024_paper.pdf
TextAug: Test Time Text Augmentation for Multimodal Person Re-Identification
2024 - Published
Fawakherji, M., Vazquez, E., Giampa, P., Bhattarai, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/WACVW60836.2024.00040
- [ONLINE] View publication in Scopus
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings
2024 - Published
Bano, S., Casella, A., Vasconcelos, F., Qayyum, A., Benzinou, A., Mazher, M., Meriaudeau, F., Lena, C., Cintorrino, I. A., De Paolis, G. R., Biagioli, J., Grechishnikova, D., Jiao, J., Bai, B., Qiao, Y., Bhattarai, B., Gaire, R. R., Subedi, R., Vazquez, E., Płotka, S., Lisowska, A., Sitek, A., Attilakos, G., Wimalasundera, R., David, A. L., Paladini, D., Deprest, J., De Momi, E., Mattos, L. S., Moccia, S., Stoyanov, D.
Medical Image Analysis, vol. 92, pp. 103066
Contributions to Journals: Review articles
- [ONLINE] DOI: https://doi.org/10.1016/j.media.2023.103066
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/23743/1/Bano_etal_MIA_Placental_Vessel_Segmentation_VoR.pdf
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks
2023 - Published
Khanal, B., Bhattarai, B., Khanal, B., Stoyanov, D., Linte, C. A.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-48593-0_4
- [ONLINE] View publication in Scopus
Neural Network Pruning for Real-Time Polyp Segmentation
2023 - Published
Sapkota, S., Poudel, P., Regmi, S., Panthi, B., Bhattarai, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-48593-0_22
- [ONLINE] View publication in Scopus
Bimodal Camera Pose Prediction for Endoscopy
2023 - Published
Rau, A., Bhattarai, B., Agapito, L., Stoyanov, D.
IEEE Transactions on Medical Robotics and Bionics, vol. 5, no. 4, pp. 978-989
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1109/TMRB.2023.3320267
Task-Guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy
2023 - Published
Rau, A., Bhattarai, B., Agapito, L., Stoyanov, D.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-44992-5_11
- [ONLINE] View publication in Scopus
- [ONLINE] AM at UCL Repository
A Client-Server Deep Federated Learning for Cross-Domain Surgical Image Segmentation
2023 - Published
Subedi, R., Gaire, R. R., Ali, S., Nguyen, A., Stoyanov, D., Bhattarai, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://arxiv.org/abs/2306.08720
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-44992-5_3
- [ONLINE] View publication in Scopus
Improving Medical Image Classification in Noisy Labels Using only Self-supervised Pretraining
2023 - Published
Khanal, B., Bhattarai, B., Khanal, B., Linte, C. A.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-44992-5_8
- [ONLINE] View publication in Scopus
CholecTriplet2022: Show me a tool and tell me the triplet — An endoscopic vision challenge for surgical action triplet detection
2023 - Published
Nwoye, C. I., Yu, T., Sharma, S., Murali, A., Alapatt, D., Vardazaryan, A., Yuan, K., Hajek, J., Reiter, W., Yamlahi, A., Smidt, F. H., Zou, X., Zheng, G., Oliveira, B., Torres, H. R., Kondo, S., Kasai, S., Holm, F., Özsoy, E., Gui, S., Li, H., Raviteja, S., Sathish, R., Poudel, P., Bhattarai, B., Wang, Z., Rui, G., Schellenberg, M., Vilaça, J. L., Czempiel, T., Wang, Z., Sheet, D., Thapa, S. K., Berniker, M., Godau, P., Morais, P., Regmi, S., Tran, T. N., Fonseca, J., Nölke, J. H., Lima, E., Vazquez, E., Maier-Hein, L., Navab, N., Mascagni, P., Seeliger, B., Gonzalez, C., Mutter, D., Padoy, N.
Contributions to Journals: Short Survey
- [ONLINE] DOI: https://doi.org/10.1016/j.media.2023.102888
- [ONLINE] View publication in Scopus
Preface DEMI 2023: Data Engineering in Medical Imaging
2023 - Published
Bhattarai, B., Ali, S., Rau, A., Nguyen, A., Namburete, A., Caramalau, R., Stoyanov, D.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-44992-5
- [ONLINE] View publication in Scopus
Why is the Winner the Best?
2023 - Published
Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., De Bruijne, M., Depeursinge, A., Dorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, M., Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., Van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., García Faura, A., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A., Maier-Hein, L.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/CVPR52729.2023.01911
- [ONLINE] View publication in Scopus
Task-Aware Active Learning for Endoscopic Polyp Segmentation
2023 - Published
Thapa, S. K., Poudel, P., Regmi, S., Bhattarai, B., Stoyanov, D.
Working Papers: Preprint Papers
- [ONLINE] https://d197for5662m48.cloudfront.net/documents/publicationstatus/170006/preprint_pdf/eaf79c4a717da64e84cc6a0fae3ea0c7.pdf
- [ONLINE] DOI: https://doi.org/10.36227/techrxiv.22810595.v1
Joint Training of Hierarchical GANs and Semantic Segmentation for Expression Translation
2023 - Published
Bodur, R., Bhattarai, B., Kim, T. K.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/ICASSP49357.2023.10097243
- [ONLINE] View publication in Scopus
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation
2023 - Published
Bhattarai, B., Subedi, R., Gaire, R. R., Vazquez, E., Stoyanov, D.
Medical Image Analysis, vol. 85, 102747
Contributions to Journals: Articles
- [ONLINE] https://www.sciencedirect.com/science/article/pii/S1361841523000087
- [ONLINE] DOI: https://doi.org/10.1016/j.media.2023.102747
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/21293/1/Bhattarai_etal_MIA_Histogram_of_Oriented_VOR.pdf
Why is the winner the best?
2023 - Published
Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., Bruijne, M. d., Depeursinge, A., Dorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, M., Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., Wijnen, K. v., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D. B., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., Faura, ?. G., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M. H., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A., Maier-Hein, L.
Working Papers: Preprint Papers
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2303.17719
Dimension mixture model: Group Mixing of Input Dimensions for Efficient Function Approximation
2023 - E-pub ahead of print
Sapkota, S., Bhattarai, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] Stream of presentation
UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image Segmentation
2022 - Published
Gupta, S., Ali, S., Zhang, X., Bhattarai, B., Rittscher, J., Turney, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-031-21014-3_17
- [ONLINE] View publication in Scopus
Label Geometry Aware Discriminator for Conditional GAN
2022 - Published
Sapkota, S., Khanal, B., Bhattarai*, B., Khanal, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/ICPR56361.2022.9956292
MoBYv2AL: Self-supervised Active Learning for Image Classification
2022 - Published
Caramalau, R., Bhattarai, B., Stoyanov, D., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://bmvc2022.mpi-inf.mpg.de/674/
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2301.01531
NepBERTa: Nepali Language Model Trained in a Large Corpus
2022 - Published
Timilsina, S., Gautam, M., Bhattarai, B.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://aclanthology.org/2022.aacl-short.34
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/21465/1/Timilsina_etal_ACLA_NepNERTa_VOR.pdf
Generalized Product of Experts for Learning Multimodal Representations in Noisy Environments
2022 - Published
Joshi, A., Gupta, N., Shah, J., Bhattarai*, B., Modi, A., Stoyanov, D.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1145/3536221.3556596
Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics
2022 - Published
Sapkota, S., Bhattarai, B.
Contributions to Conferences: Papers
- [ONLINE] https://dynn-icml2022.github.io/posters/paper_6.pdf
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2207.04467
SeCGAN: Parallel Conditional Generative Adversarial Networks for Face Editing via Semantic Consistency
2022 - Published
Sun, J., Bhattarai, B., Chen, Z., Kim, T.
The Computer Vision and Pattern Recognition Conference
Contributions to Conferences: Posters
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2111.09298
- [ONLINE] Conference website
Task-Aware Active Learning for Endoscopic Image Analysis
2022 - Published
Thapa, S. K., Poudel, P., Bhattarai, B., Stoyanov, D.
Working Papers: Working Papers
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2204.03440
A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation
2021 - Published
Bodur, R., Bhattarai, B., Kim, T.
Working Papers: Working Papers
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2112.04603
Sequential Graph Convolutional Network for Active Learning
2021 - Published
Caramalau, R., Bhattarai, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://openaccess.thecvf.com/content/CVPR2021/supplemental/Caramalau_Sequential_Graph_Convolutional_CVPR_2021_supplemental.pdf
- [ONLINE] DOI: https://doi.org/10.1109/CVPR46437.2021.00946
Brand Label Albedo Extraction of eCommerce Products using Generative Adversarial Network
2021 - Published
Sapkota, S., Juneja, M., Keleras, L., Kotwal, P., Bhattarai, B.
Contributions to Conferences: Papers
- [ONLINE] https://montrealrobotics.ca/diff3d/assets/pdf/papers/05.pdf
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2109.02929
- [ONLINE] Link to workshop Differentiable 3D Vision and Graphics
Face Parsing from RGB and Depth Using Cross-Domain Mutual Learning
2021 - Published
Lee, J., Bhattarai, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/CVPRW53098.2021.00166
Input Invex Neural Network
2021 - Published
Sapkota, S., Bhattarai, B.
Working Papers: Preprint Papers
- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2106.08748
3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning
2021 - Published
Bodur, R., Bhattarai, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/WACV48630.2021.00244
Visual Transformer for Task-aware Active Learning
2021 - Published
Caramalau, R., Bhattarai, B., Kim, T.
Working Papers: Preprint Papers
- [ONLINE] https://arxiv.org/abs/2106.03801
Active Learning for Bayesian 3D Hand Pose Estimation
2021 - Published
Caramalau, R., Bhattarai, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://openaccess.thecvf.com/content/WACV2021/papers/Caramalau_Active_Learning_for_Bayesian_3D_Hand_Pose_Estimation_WACV_2021_paper.pdf
- [ONLINE] DOI: https://doi.org/10.1109/WACV48630.2021.00346
Inducing optimal attribute representations for conditional GANs
2020 - Published
Bhattarai, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-030-58571-6_5
Additive Angular Margin for Few Shot Learning to Classify Clinical Endoscopy Images
2020 - Published
Ali, S., Bhattarai, B., Kim, T., Rittscher, J.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-030-59861-7_50
MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network
2020 - Published
Sun, J., Bhattarai, B., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://link.springer.com/chapter/10.1007/978-3-030-69538-5_37
- [ONLINE] DOI: https://doi.org/10.1007/978-3-030-69538-5_37
Sampling Strategies for GAN Synthetic Data
2020 - Published
Bhattarai, B., Baek, S., Bodur, R., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/ICASSP40776.2020.9054677
AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification
2019 - Published
Bhattarai, B., Bodur, R., Kim, T.
Working Papers: Preprint Papers
- [ONLINE] http://arxiv.org/abs/1907.06757v1
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/19912/1/1907.06757v1.pdf
Semi-supervised adversarial learning to generate photorealistic face images of new identities from 3D morphable model
2018 - Published
Gecer, B., Bhattarai, B., Kittler, J., Kim, T.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-030-01252-6_14
A joint learning approach for cross domain age estimation
2016 - Published
Bhattarai, B., Sharma, G., Lechervy, A., Jurie, F.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/ICASSP.2016.7472007
Cp-mtml: Coupled projection multi-task metric learning for large scale face retrieval
2016 - Published
Bhattarai, B., Sharma, G., Jurie, F.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://openaccess.thecvf.com/content_cvpr_2016/papers/Bhattarai_CP-mtML_Coupled_Projection_CVPR_2016_paper.pdf
- [ONLINE] DOI: https://doi.org/10.1109/CVPR.2016.458
Deep fusion of visual signatures for client-server facial analysis
2016 - Published
Bhattarai, B., Sharma, G., Jurie, F.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] https://hal.science/hal-01390001v2
Some faces are more equal than others: Hierarchical organization for accurate and efficient large-scale identity-based face retrieval
2015 - Published
Bhattarai, B., Sharma, G., Jurie, F., Pérez, P.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1007/978-3-319-16181-5_12

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Task-Aware Active Learning for Endoscopic Polyp Segmentation

T2FNorm: Train-time Feature Normalization for OOD Detection in Image Classification

IEdit: Localised Text-guided Image Editing with Weak Supervision

ReweightOOD: Loss Reweighting for Distance-based OOD Detection

Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise

CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities

TE-SSL: Time and Event-aware Self Supervised Learning for Alzheimer’s Disease Progression Analysis

Prompt Augmentation for Self-supervised Text-guided Image Manipulation

TextAug: Test Time Text Augmentation for Multimodal Person Re-Identification

Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings

M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks

Neural Network Pruning for Real-Time Polyp Segmentation

Bimodal Camera Pose Prediction for Endoscopy

Task-Guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy

A Client-Server Deep Federated Learning for Cross-Domain Surgical Image Segmentation

Improving Medical Image Classification in Noisy Labels Using only Self-supervised Pretraining

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

Preface DEMI 2023: Data Engineering in Medical Imaging

Why is the Winner the Best?

Task-Aware Active Learning for Endoscopic Polyp Segmentation

Joint Training of Hierarchical GANs and Semantic Segmentation for Expression Translation

Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation

Why is the winner the best?

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

UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image Segmentation

Label Geometry Aware Discriminator for Conditional GAN

MoBYv2AL: Self-supervised Active Learning for Image Classification

NepBERTa: Nepali Language Model Trained in a Large Corpus

Generalized Product of Experts for Learning Multimodal Representations in Noisy Environments

Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics

SeCGAN: Parallel Conditional Generative Adversarial Networks for Face Editing via Semantic Consistency

Task-Aware Active Learning for Endoscopic Image Analysis

A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation

Sequential Graph Convolutional Network for Active Learning

Brand Label Albedo Extraction of eCommerce Products using Generative Adversarial Network

Face Parsing from RGB and Depth Using Cross-Domain Mutual Learning

Input Invex Neural Network

3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning

Visual Transformer for Task-aware Active Learning

Active Learning for Bayesian 3D Hand Pose Estimation

Inducing optimal attribute representations for conditional GANs

Additive Angular Margin for Few Shot Learning to Classify Clinical Endoscopy Images

MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network

Sampling Strategies for GAN Synthetic Data

AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification

Semi-supervised adversarial learning to generate photorealistic face images of new identities from 3D morphable model

A joint learning approach for cross domain age estimation

Cp-mtml: Coupled projection multi-task metric learning for large scale face retrieval

Deep fusion of visual signatures for client-server facial analysis

Some faces are more equal than others: Hierarchical organization for accurate and efficient large-scale identity-based face retrieval

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