Search Results for author: James Gee

Found 9 papers, 4 papers with code

Brain Decodes Deep Nets

1 code implementation3 Dec 2023 Huzheng Yang, James Gee, Jianbo Shi

This mapping method, FactorTopy, is plug-and-play for any deep-network; with it, one can paint a picture of the network onto the brain (literally!).

SplatArmor: Articulated Gaussian splatting for animatable humans from monocular RGB videos

no code implementations17 Nov 2023 Rohit Jena, Ganesh Subramanian Iyer, Siddharth Choudhary, Brandon Smith, Pratik Chaudhari, James Gee

We propose SplatArmor, a novel approach for recovering detailed and animatable human models by `armoring' a parameterized body model with 3D Gaussians.

Neural Rendering

Memory Encoding Model

1 code implementation2 Aug 2023 Huzheng Yang, James Gee, Jianbo Shi

Our ensemble model without memory input (61. 4) can also stand a 3rd place.

Brain Decoding Hippocampus

Retinotopy Inspired Brain Encoding Model and the All-for-One Training Recipe

no code implementations26 Jul 2023 Huzheng Yang, Jianbo Shi, James Gee

We use this diversity to our advantage by introducing the All-for-One training recipe, which divides the challenging one-big-model problem into multiple small models, with the small models aggregating the knowledge while preserving the distinction between the different functional regions.

Brain Decoding Inductive Bias

Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos

no code implementations15 Mar 2023 Rohit Jena, Pratik Chaudhari, James Gee, Ganesh Iyer, Siddharth Choudhary, Brandon M. Smith

Human reconstruction and synthesis from monocular RGB videos is a challenging problem due to clothing, occlusion, texture discontinuities and sharpness, and framespecific pose changes.

Novel View Synthesis

Beyond mAP: Towards better evaluation of instance segmentation

no code implementations CVPR 2023 Rohit Jena, Lukas Zhornyak, Nehal Doiphode, Pratik Chaudhari, Vivek Buch, James Gee, Jianbo Shi

Correctness of instance segmentation constitutes counting the number of objects, correctly localizing all predictions and classifying each localized prediction.

Instance Segmentation Segmentation +1

Barnes-Hut Approximation for Point SetGeodesic Shooting

1 code implementation10 Jul 2019 Jiancong Wang, Long Xie, Paul Yushkevich, James Gee

Geodesic shooting has been successfully applied to diffeo-morphic registration of point sets.

Enhanced generative adversarial network for 3D brain MRI super-resolution

no code implementations10 Jul 2019 Jiancong Wang, Yu-Hua Chen, Yifan Wu, Jianbo Shi, James Gee

Single image super-resolution (SISR) reconstruction for magnetic resonance imaging (MRI) has generated significant interest because of its potential to not only speed up imaging but to improve quantitative processing and analysis of available image data.

Generative Adversarial Network Image Super-Resolution +1

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