EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs. - Ayaan Haque (CoRR, 2020)

EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (Student Abstract). - Ayaan Haque (AAAI, 2021)

Simulated Data Generation through Algorithmic Force Coefficient Estimation for AI-Based Robotic Projectile Launch Modeling. - Sajiv Shah; Ayaan Haque; Fei Liu (ACIRS, 2021)

Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction. - Ayaan Haque; Viraaj Reddi; Tyler Giallanza (ICANN (5), 2021)

Multimix: Sparingly-Supervised, Extreme Multitask Learning from Medical Images. - Ayaan Haque; Abdullah-Al-Zubaer Imran; Adam S. Wang; Demetri Terzopoulos (ISBI, 2021)

Window-Level Is a Strong Denoising Surrogate. - Ayaan Haque; Adam S. Wang; Abdullah-Al-Zubaer Imran (MLMI@MICCAI, 2021)

Convolutional Nets for Diabetic Retinopathy Screening in Bangladeshi Patients. - Ayaan Haque; Ipsita Sutradhar; Mahziba Rahman; Mehedi Hasan; Malabika Sarker (CoRR, 2021)

3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework. - Shafin Haque; Ayaan Haque (CoRR, 2021)

Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data. - Ayaan Haque; Abdullah-Al-Zubaer Imran; Adam S. Wang; Demetri Terzopoulos (CoRR, 2021)

Noise2Quality: non-reference, pixel-wise assessment of low dose CT image quality. - Ayaan Haque; Adam S. Wang; Abdullah-Al-Zubaer Imran (Image Perception, Observer Performance, and Technology Assessment, 2022)

Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation. - Ayaan Haque; Hankyu Moon; Heng Hao; Sima Didari; Jae Oh Woo; Patrick Bangert (CoRR, 2022)

Unsupervised Contrastive Representation Learning for 3D Mesh Segmentation (Student Abstract). - Ayaan Haque; Hankyu Moon; Heng Hao; Sima Didari; Jae Oh Woo; Patrick Bangert (AAAI, 2023)

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions. - Ayaan Haque; Matthew Tancik; Alexei A. Efros; Aleksander Holynski; Angjoo Kanazawa (ICCV, 2023)

Task-specific self-supervision for CT image denoising. - Ayaan Haque; Adam S. Wang; Abdullah-Al-Zubaer Imran (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)