Search Results for author: Yupeng Hu

Found 4 papers, 1 papers with code

Breaking Through the Noisy Correspondence: A Robust Model for Image-Text Matching

no code implementations ACM Transactions on Information Systems 2024 Haitao Shi, Meng Liu, Xiaoxuan Mu, Xuemeng Song, Yupeng Hu, Liqiang Nie

To reduce the negative impact of noisy correspondence, we propose a novel model that first transforms the noisy correspondence filtering problem into a similarity distribution modeling problem by exploiting the powerful capabilities of pre-trained models.

Cross-modal retrieval with noisy correspondence Image-text matching +1

Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue

no code implementations6 Feb 2024 Kun Ouyang, Liqiang Jing, Xuemeng Song, Meng Liu, Yupeng Hu, Liqiang Nie

Although existing studies have achieved great success based on the generative pretrained language model BART, they overlook exploiting the sentiments residing in the utterance, video and audio, which are vital clues for sarcasm explanation.

Explanation Generation Language Modelling +1

Unsupervised Temporal Action Localization via Self-paced Incremental Learning

1 code implementation12 Dec 2023 Haoyu Tang, Han Jiang, Mingzhu Xu, Yupeng Hu, Jihua Zhu, Liqiang Nie

Thereafter, we design two (constant- and variable- speed) incremental instance learning strategies for easy-to-hard model training, thus ensuring the reliability of these video pseudolabels and further improving overall localization performance.

Clustering Incremental Learning +3

Disentangled Interaction Representation for One-Stage Human-Object Interaction Detection

no code implementations4 Dec 2023 Xubin Zhong, Changxing Ding, Yupeng Hu, DaCheng Tao

In this paper, we improve the performance of one-stage methods by enabling them to extract disentangled interaction representations.

Decoder Human-Object Interaction Detection +1

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