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shayan shekarforoush shayan shekarforoush i am a final year computer science phd student at university of toronto supervised by david fleet and marcus brubaker i am also affiliated with vector institute and closely collaborate with david lindell currently i am a research intern at ubisoft la forge toronto working on relightable and controllable head avatar supervised by abdallah dib i was a research intern at samsung ai center toronto supervised by alex levinshtein working on dual camera image enhancement i was also research intern at technical university of munich led by nassir navab working on geometric deep learning i received my b sc in computer engineering from sharif university of technology iran email nbsp nbsp cv nbsp nbsp google scholar nbsp nbsp twitter nbsp nbsp github nbsp nbsp linkedin research interest in my thesis i studied 3d reconstruction of biomolecules using cryo em a transformational scientific imaging technique specifially i ve worked on neural fields and gaussian splatting to model biological structures and their dynamics also i ve worked on 3d pose estimation for cryo em news sep 2025 cryospire got accpeted in neurips 2025 with two strong accepts aug 2025 passed my departmental oral exam thanks to my committee 2xdavid marcus june 2025 started my research internship at ubisoft la forge oct 2024 cryospin got oral presentation in mlsb workshop neurips sep 2024 cryospin got accepted in neurips 2024 selected publications reconstructing heterogeneous biomolecules via hierarchical gaussian mixtures and part discovery shayan shekarforoush david lindell marcus brubaker david fleet neurips 2025 arxiv project page cryospin improving ab initio cryo em reconstruction with semi amortized pose inference shayan shekarforoush david lindell marcus brubaker david fleet neurips 2024 arxiv project page code oral mlsb workshop dual camera joint deblurring denoising shayan shekarforoush aman walia marcus brubaker kosta derpanis alex levinshtein arxiv project page residual multiplicative filter networks for multiscale reconstruction shayan shekarforoush david lindell david fleet marcus brubaker neurips 2022 arxiv project page code physics aware inference for the cryo em inverse problem geoffrey woollard shayan shekarforoush frank wood marcus brubaker khanh dao duc neurips mlsb workshop 2022 paper graph convolution based attention model for personalized disease prediction anees kazi shayan shekarforoush s arvind krishna hendrik burwinkel gerome vivar benedict wiestler karsten kortum seyed ahmad ahmadi shadi albarqouni nassir navab miccai 2019 paper inceptiongcn receptive field aware graph convolutional network for disease prediction anees kazi shayan shekarforoush s arvind krishna hendrik burwinkel gerome vivar karsten kortuem seyed ahmad ahmadi shadi albarqouni nassir navab ipmi 2019 oral presentation arxiv code teaching assistant intro to machine learning head ta winter 2024 introduction to image understanding fall and winter 2023 computational imaging fall 2022 2024 2025 academic service reviewer neurips iclr icml iccv wacv template adapted from jon barron
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