Search Results for author: Feng He

Found 8 papers, 4 papers with code

Improving Video Retrieval by Adaptive Margin

no code implementations9 Mar 2023 Feng He, Qi Wang, Zhifan Feng, Wenbin Jiang, Yajuan Lv, Yong Zhu, Xiao Tan

While most video retrieval methods overlook that phenomenon, we propose an adaptive margin changed with the distance between positive and negative pairs to solve the aforementioned issue.

Retrieval Video Retrieval

CLOP: Video-and-Language Pre-Training with Knowledge Regularizations

no code implementations7 Nov 2022 Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang

To this end, we propose a Cross-modaL knOwledge-enhanced Pre-training (CLOP) method with Knowledge Regularizations.

Contrastive Learning Retrieval +1

A CLIP-Enhanced Method for Video-Language Understanding

no code implementations14 Oct 2021 Guohao Li, Feng He, Zhifan Feng

This technical report summarizes our method for the Video-And-Language Understanding Evaluation (VALUE) challenge (https://value-benchmark. github. io/challenge\_2021. html).

Initialization for Network Embedding: A Graph Partition Approach

no code implementations28 Aug 2019 Wenqing Lin, Feng He, Faqiang Zhang, Xu Cheng, Hongyun Cai

Network embedding has been intensively studied in the literature and widely used in various applications, such as link prediction and node classification.

General Classification graph partitioning +3

mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation

2 code implementations24 May 2019 Dayiheng Liu, Xu Yang, Feng He, YuanYuan Chen, Jiancheng Lv

It has been previously observed that training Variational Recurrent Autoencoders (VRAE) for text generation suffers from serious uninformative latent variables problem.

Language Modelling Text Generation

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