Search Results for author: Zhang Wei

Found 5 papers, 1 papers with code

Molecular design method based on novel molecular representation and variational auto-encoder

no code implementations20 Feb 2023 Li Kai, Li Ning, Zhang Wei, Gao Ming

Based on the traditional VAE, a novel neural network model is presented, with the latest molecular representation, SELFIES, to improve the effect of generating new molecules.

molecular representation

Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification

3 code implementations19 Jul 2022 Renrui Zhang, Zhang Wei, Rongyao Fang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li

On top of that, the performance of Tip-Adapter can be further boosted to be state-of-the-art on ImageNet by fine-tuning the cache model for 10$\times$ fewer epochs than existing methods, which is both effective and efficient.

Retrieval Transfer Learning

AI Matrix - Synthetic Benchmarks for DNN

no code implementations27 Nov 2018 Wei Wei, Xu Lingjie, Jin Lingling, Zhang Wei, Zhang Tianjun

In this work, a synthetic benchmarks framework is firstly proposed to address the above drawbacks of AI benchmarks.

Benchmarking

CSI-based Outdoor Localization for Massive MIMO: Experiments with a Learning Approach

no code implementations19 Jun 2018 Alexis Decurninge, Luis García Ordóñez, Paul Ferrand, He Gaoning, Li Bojie, Zhang Wei, Maxime Guillaud

We report on experimental results on the use of a learning-based approach to infer the location of a mobile user of a cellular network within a cell, for a 5G-type Massive multiple input, multiple output (MIMO) system.

Outdoor Localization

Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources

no code implementations12 Feb 2015 Dong Xin Luna, Gabrilovich Evgeniy, Murphy Kevin, Dang Van, Horn Wilko, Lugaresi Camillo, Sun Shaohua, Zhang Wei

The quality of web sources has been traditionally evaluated using exogenous signals such as the hyperlink structure of the graph.

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