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2020 – today
- 2024
[i26]Alvin Heng, Alexandre H. Thiery, Harold Soh:
Out-of-Distribution Detection with a Single Unconditional Diffusion Model. CoRR abs/2405.11881 (2024)- [i25]Thanadet Chuangsuwanich, Monisha E. Nongpiur, Fabian A. Braeu, Tin Aung Tun, Alexandre H. Thiery, Shamira A. Perera, Ching Lin Ho, Martin Lindsay Buist, George Barbastathis, Tin Aung, Michaël J. A. Girard:
Introducing the Biomechanics-Function Relationship in Glaucoma: Improved Visual Field Loss Predictions from intraocular pressure-induced Neural Tissue Strains. CoRR abs/2406.14988 (2024) - 2023
- [c6]Nicolas Chopin, Andras Fulop, Jeremy Heng, Alexandre H. Thiery:
Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions. ICML 2023: 5904-5923 - [i24]Fabian A. Braeu, Thanadet Chuangsuwanich, Tin Aung Tun, Shamira A. Perera, Rahat Husain, Aiste Kadziauskiene, Leopold Schmetterer, Alexandre H. Thiéry, George Barbastathis, Tin Aung, Michaël J. A. Girard:
The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage. CoRR abs/2301.02837 (2023) - [i23]Chao Wang, Alexandre Hoang Thiery:
GIT-Net: Generalized Integral Transform for Operator Learning. CoRR abs/2312.02450 (2023) - [i22]Zhidi Lin, Yiyong Sun, Feng Yin, Alexandre Hoang Thiery:
Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference. CoRR abs/2312.05910 (2023) - 2022
- [c5]Rahul Rahaman
, Dipika Singhania, Alexandre H. Thiery, Angela Yao:
A Generalized and Robust Framework for Timestamp Supervision in Temporal Action Segmentation. ECCV (4) 2022: 279-296 - [c4]Rahul Rahaman, Atin Ghosh, Alexandre H. Thiery:
Pretrained Equivariant Features Improve Unsupervised Landmark Discovery. ICPR 2022: 4434-4440 - [i21]Se-In Jang, Michael J. A. Girard, Alexandre H. Thiéry:
Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning. CoRR abs/2204.00624 (2022) - [i20]Fabian A. Braeu, Alexandre H. Thiéry, Tin Aung Tun, Aiste Kadziauskiene, George Barbastathis, Tin Aung, Michaël J. A. Girard:
Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis. CoRR abs/2204.06931 (2022) - [i19]Alexandre H. Thiéry, Fabian A. Braeu, Tin Aung Tun, Tin Aung, Michael J. A. Girard:
Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma. CoRR abs/2204.07004 (2022) - [i18]Nicolas Chopin, Andras Fulop, Jeremy Heng, Alexandre H. Thiery:
Computational Doob's h-transforms for Online Filtering of Discretely Observed Diffusions. CoRR abs/2206.03369 (2022) - [i17]Fabian A. Braeu, Thanadet Chuangsuwanich, Tin Aung Tun, Alexandre H. Thiery, Tin Aung, George Barbastathis, Michaël J. A. Girard:
AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing. CoRR abs/2206.04689 (2022) - [i16]Rahul Rahaman, Dipika Singhania, Alexandre H. Thiery, Angela Yao:
A Generalized & Robust Framework For Timestamp Supervision in Temporal Action Segmentation. CoRR abs/2207.10137 (2022) - [i15]Charis Y. N. Chiang, Fabian A. Braeu, Thanadet Chuangsuwanich, Royston K. Y. Tan, Jacqueline Chua, Leopold Schmetterer, Alexandre H. Thiery, Martin L. Buist, Michaël J. A. Girard:
Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography. CoRR abs/2210.06664 (2022) - 2021
- [j3]Aaron Myers, Alexandre H. Thiéry, Kainan Wang, Tan Bui-Thanh:
Sequential ensemble transform for Bayesian inverse problems. J. Comput. Phys. 427: 110055 (2021) - [c3]Atin Ghosh, Alexandre H. Thiéry:
On Data-Augmentation and Consistency-Based Semi-Supervised Learning. ICLR 2021 - [c2]Se-In Jang, Michael J. A. Girard, Alexandre H. Thiéry:
Explainable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning. NeSy 2021: 104-114 - [c1]Rahul Rahaman, Alexandre H. Thiéry:
Uncertainty Quantification and Deep Ensembles. NeurIPS 2021: 20063-20075 - [i14]Atin Ghosh, Alexandre H. Thiéry:
On Data-Augmentation and Consistency-Based Semi-Supervised Learning. CoRR abs/2101.06967 (2021) - [i13]Rahul Rahaman, Atin Ghosh, Alexandre H. Thiéry:
Pretrained equivariant features improve unsupervised landmark discovery. CoRR abs/2104.02925 (2021) - [i12]Satish Kumar Panda, Haris Cheong, Tin Aung Tun, Thanadet Chuangsuwanich, Aiste Kadziauskiene, Vijayalakshmi Senthil, Ramaswami Krishnadas, Martin L. Buist, Shamira A. Perera, Ching Yu Cheng, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard:
The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker. CoRR abs/2111.03997 (2021) - [i11]Michael J. A. Girard, Satish Kumar Panda, Tin Aung Tun, Elisabeth A. Wibroe, Raymond P. Najjar, Aung Tin, Alexandre H. Thiéry, Steffen Hamann, Clare Fraser, Dan Milea:
3D Structural Analysis of the Optic Nerve Head to Robustly Discriminate Between Papilledema and Optic Disc Drusen. CoRR abs/2112.09970 (2021) - 2020
- [i10]Sripad Krishna Devalla, Tan Hung Pham, Satish Kumar Panda, Zhang Liang, Giridhar Subramanian, Anirudh Swaminathan, Chin Zhi Yun, Mohan Rajan, Sujatha Mohan, Ramaswami Krishnadas, Vijayalakshmi Senthil, John Mark S. de Leon, Tin Aung Tun, Ching Yu Cheng, Leopold Schmetterer, Shamira A. Perera, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard:
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning. CoRR abs/2002.09635 (2020) - [i9]Rahul Rahaman, Alexandre H. Thiéry:
Uncertainty Quantification and Deep Ensembles. CoRR abs/2007.08792 (2020) - [i8]Haris Cheong, Sripad Krishna Devalla, Thanadet Chuangsuwanich, Tin Aung Tun, Xiaofei Wang, Tin Aung, Leopold Schmetterer, Martin L. Buist, Craig Boote, Alexandre H. Thiéry, Michael J. A. Girard:
OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head. CoRR abs/2010.11698 (2020) - [i7]Satish Kumar Panda, Haris Cheong, Tin Aung Tun, Sripad Krishna Devella, Ramaswami Krishnadas, Martin L. Buist, Shamira A. Perera, Ching Yu Cheng, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard:
Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence. CoRR abs/2012.09755 (2020)
2010 – 2019
- 2019
- [i6]Axel Finke, Alexandre H. Thiéry:
On the relationship between variational inference and adaptive importance sampling. CoRR abs/1907.10477 (2019) - [i5]Tan Hung Pham, Sripad Krishna Devalla, Aloysius Ang, Soh Zhi Da, Alexandre H. Thiéry, Craig Boote, Ching Yu Cheng, Victor Koh, Michael J. A. Girard:
Deep Learning Algorithms to Isolate and Quantify the Structures of the Anterior Segment in Optical Coherence Tomography Images. CoRR abs/1909.00331 (2019) - [i4]Haris Cheong, Sripad Krishna Devalla, Tan Hung Pham, Zhang Liang, Tin Aung Tun, Xiaofei Wang, Shamira A. Perera, Leopold Schmetterer, Tin Aung, Craig Boote, Alexandre H. Thiéry, Michael J. A. Girard:
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images. CoRR abs/1910.02844 (2019) - 2018
- [j2]Deborshee Sen, Alexandre H. Thiéry, Ajay Jasra:
On coupling particle filter trajectories. Stat. Comput. 28(2): 461-475 (2018) - [i3]Sripad Krishna Devalla, Prajwal K. Renukanand, Bharathwaj K. Sreedhar, Shamira A. Perera, Jean-Martial Mari, Khai Sing Chin, Tin Aung Tun, Nicholas G. Strouthidis, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard:
DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images. CoRR abs/1803.00232 (2018) - [i2]Sripad Krishna Devalla, Giridhar Subramanian, Tan Hung Pham, Xiaofei Wang, Shamira A. Perera, Tin Aung Tun, Tin Aung, Leopold Schmetterer, Alexandre H. Thiéry, Michael J. A. Girard:
A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head. CoRR abs/1809.10589 (2018) - 2017
- [i1]Sripad Krishna Devalla, Jean-Martial Mari, Tin Aung Tun, Nicholas G. Strouthidis, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard:
A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head. CoRR abs/1707.07609 (2017) - 2016
- [j1]Yee Whye Teh, Alexandre H. Thiéry, Sebastian J. Vollmer:
Consistency and Fluctuations For Stochastic Gradient Langevin Dynamics. J. Mach. Learn. Res. 17: 7:1-7:33 (2016)
Coauthor Index
aka: Tin Aung Tun
aka: Michaël J. A. Girard
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