Search Results for author: Gene Chou

Found 5 papers, 3 papers with code

YOLOR-Based Multi-Task Learning

2 code implementations29 Sep 2023 Hung-Shuo Chang, Chien-Yao Wang, Richard Robert Wang, Gene Chou, Hong-Yuan Mark Liao

Multi-task learning (MTL) aims to learn multiple tasks using a single model and jointly improve all of them assuming generalization and shared semantics.

Image Captioning Instance Segmentation +5

Thin On-Sensor Nanophotonic Array Cameras

no code implementations5 Aug 2023 PRANEETH CHAKRAVARTHULA, Jipeng Sun, Xiao Li, Chenyang Lei, Gene Chou, Mario Bijelic, Johannes Froesch, Arka Majumdar, Felix Heide

The optical array is embedded on a metasurface that, at 700~nm height, is flat and sits on the sensor cover glass at 2. 5~mm focal distance from the sensor.

Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions

no code implementations ICCV 2023 Gene Chou, Yuval Bahat, Felix Heide

Probabilistic diffusion models have achieved state-of-the-art results for image synthesis, inpainting, and text-to-image tasks.

Image Generation

GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions

1 code implementation6 Jun 2022 Gene Chou, Ilya Chugunov, Felix Heide

The first stage uses an episodic training scheme to simulate training on unlabeled data and meta-learns initial shape priors.

Meta-Learning Object +1

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