Search Results for author: Canyu Le

Found 5 papers, 2 papers with code

Multi-modal Video Chapter Generation

1 code implementation26 Sep 2022 Xiao Cao, Zitan Chen, Canyu Le, Lei Meng

On top of this dataset, we design an effective baseline specificlly for video chapters generation task.

A Two-Stage Framework to Generate Video Chapter

no code implementations29 Sep 2021 Canyu Le, Zhiyuan Tang, Ke Li, Jiandong Yang

On top of this dataset, we propose a two-stage framework to perform chapter localization and chapter title generation.

Vocal Bursts Valence Prediction

Continual Local Replacement for Few-shot Learning

no code implementations23 Jan 2020 Canyu Le, Zhonggui Chen, Xihan Wei, Biao Wang, Lei Zhang

The goal of few-shot learning is to learn a model that can recognize novel classes based on one or few training data.

Few-Shot Learning General Classification

Learning Continually from Low-shot Data Stream

no code implementations27 Aug 2019 Canyu Le, Xihan Wei, Biao Wang, Lei Zhang, Zhonggui Chen

To solve these two limits, the deep learning model should not only be able to learn from a few of data, but also incrementally learn new concepts from data stream over time without forgetting the previous knowledge.

Image Classification

JigsawNet: Shredded Image Reassembly using Convolutional Neural Network and Loop-based Composition

3 code implementations11 Sep 2018 Canyu Le, Xin Li

Existing reassembly pipelines commonly consist of a local matching stage and a global compositions stage.

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