Search Results for author: Jiaze Sun

Found 7 papers, 2 papers with code

MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning

1 code implementation ICCV 2023 Jiaze Sun, Zhixiang Chen, Tae-Kyun Kim

Unsupervised methods have been proposed for graph convolutional models but they require ground truth correspondence between the source and target inputs.

Contrastive Learning Pose Transfer

A BCS-GDE Multi-objective Optimization Algorithm for Combined Cooling, Heating and Power Model with Decision Strategies

no code implementations19 May 2022 Jiaze Sun, Jiahui Deng, Yang Li, Nan Han

The simulation results show that the model established in this paper can reduce economic cost by 72%, primary energy consumption by 73%, and pollutant emission by 88%.

Decision Making Scheduling

SeCGAN: Parallel Conditional Generative Adversarial Networks for Face Editing via Semantic Consistency

no code implementations17 Nov 2021 Jiaze Sun, Binod Bhattarai, Zhixiang Chen, Tae-Kyun Kim

Whilst both branches are required during training, the RGB branch is our primary network and the semantic branch is not needed for inference.

Attribute

A BCS-GDE Algorithm for Multi-objective Optimization of Combined Cooling, Heating and Power Model

no code implementations17 Aug 2021 Jiaze Sun, Jiahui Deng, Yang Li, Shuaiyin Ma, Nan Han

District energy systems can not only reduce energy consumption but also set energy supply dispatching schemes according to demand.

Decision Making

MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network

no code implementations11 Jun 2020 Jiaze Sun, Binod Bhattarai, Tae-Kyun Kim

We perform augmentation by randomly sampling sensible labels from the label space of the few labelled examples available and assigning them as target labels to the abundant unlabelled examples from the same distribution as that of the labelled ones.

Attribute Generative Adversarial Network +1

Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections

1 code implementation22 Nov 2018 Jian-Feng Cai, Dong Li, Jiaze Sun, Ke Wang

The key in our proof is that random projections embed stably the set of sparse vectors or a low-dimensional smooth manifold into a low-dimensional subspace.

Dimensionality Reduction

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