Search Results for author: Yihang She

Found 5 papers, 2 papers with code

MAGIC: Modular Auto-encoder for Generalisable Model Inversion with Bias Corrections

1 code implementation29 May 2024 Yihang She, Clement Atzberger, Andrew Blake, Adriano Gualandi, Srinivasan Keshav

Scientists often model physical processes to understand the natural world and uncover the causation behind observations.

Bayesian Inference Decoder

Fast Hierarchical Learning for Few-Shot Object Detection

no code implementations10 Oct 2022 Yihang She, Goutam Bhat, Martin Danelljan, Fisher Yu

These approaches however suffer from ``catastrophic forgetting'' issue due to finetuning of base detector, leading to sub-optimal performance on the base classes.

Few-Shot Object Detection Object +2

Segmentation of Roads in Satellite Images using specially modified U-Net CNNs

no code implementations29 Sep 2021 Jonas Bokstaller, Yihang She, Zhehan Fu, Tommaso Macrì

The image classification problem has been deeply investigated by the research community, with computer vision algorithms and with the help of Neural Networks.

Data Augmentation Image Classification

Digital Taxonomist: Identifying Plant Species in Community Scientists' Photographs

no code implementations7 Jun 2021 Riccardo de Lutio, Yihang She, Stefano D'Aronco, Stefania Russo, Philipp Brun, Jan D. Wegner, Konrad Schindler

Automatic identification of plant specimens from amateur photographs could improve species range maps, thus supporting ecosystems research as well as conservation efforts.

Multimodal Deep Learning

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