Search Results for author: Tianlei Wang

Found 5 papers, 2 papers with code

Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation

1 code implementation22 Mar 2024 Wenlve Zhou, Zhiheng Zhou, Tianlei Wang, Delu Zeng

Typically, various prevailing methods baseline rely on constructing intermediate domains via cross-domain mixed sampling techniques to mitigate the performance decline caused by domain gaps.

Pseudo Label Semantic Segmentation +1

LBL: Logarithmic Barrier Loss Function for One-class Classification

1 code implementation20 Jul 2023 Tianlei Wang, Dekang Liu, Wandong Zhang, Jiuwen Cao

To address this issue, then, a unilateral relaxation Sigmoid function is introduced into LBL and a novel OCC loss named LBLSig is proposed.

Classification One-Class Classification

Self-Annotated Training for Controllable Image Captioning

no code implementations16 Oct 2021 Zhangzi Zhu, Tianlei Wang, Hong Qu

In this paper, we propose a novel reinforcement training method for structure-related control signals: Self-Annotated Training (SAT), to improve both the accuracy and controllability of CIC models.

controllable image captioning Sentence +1

Macroscopic Control of Text Generation for Image Captioning

no code implementations20 Jan 2021 Zhangzi Zhu, Tianlei Wang, Hong Qu

With such a control signal, the controllability and diversity of existing captioning models are enhanced.

Image Captioning Image-text matching +3

Multi-Model Least Squares-Based Recomputation Framework for Large Data Analysis

no code implementations4 Jan 2021 Wandong Zhang, QM Jonathan Wu, Yimin Yang, WG Will Zhao, Tianlei Wang, HUI ZHANG

Most multilayer least squares (LS)-based neural networks are structured with two separate stages: unsupervised feature encoding and supervised pattern classification.

Representation Learning

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