Search Results for author: Tao You

Found 6 papers, 2 papers with code

DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction

no code implementations2 Mar 2024 Junwen Xiong, Peng Zhang, Tao You, Chuanyue Li, Wei Huang, Yufei zha

Audio-visual saliency prediction can draw support from diverse modality complements, but further performance enhancement is still challenged by customized architectures as well as task-specific loss functions.

Denoising Saliency Prediction

LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

no code implementations26 Feb 2024 Kexin Chen, Yuyang Du, Tao You, Mobarakol Islam, Ziyu Guo, Yueming Jin, Guangyong Chen, Pheng-Ann Heng

We further design an adaptive weight assignment approach that balances the generalization ability of the LLM and the domain expertise of the old CL model.

Continual Learning Language Modelling +3

UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection

no code implementations15 Sep 2023 Junwen Xiong, Peng Zhang, Chuanyue Li, Wei Huang, Yufei zha, Tao You

While many approaches have crafted task-specific training paradigms for either video saliency prediction or video salient object detection tasks, few attention has been devoted to devising a generalized saliency modeling framework that seamlessly bridges both these distinct tasks.

object-detection Saliency Prediction +3

Accurate Prediction of Antibody Function and Structure Using Bio-Inspired Antibody Language Model

1 code implementation31 Aug 2023 Hongtai Jing, Zhengtao Gao, Sheng Xu, Tao Shen, Zhangzhi Peng, Shwai He, Tao You, Shuang Ye, Wei Lin, Siqi Sun

Remarkably, BALMFold outperforms those well-established methods like AlphaFold2, IgFold, ESMFold, and OmegaFold in the antibody benchmark, demonstrating significant potential to advance innovative engineering and streamline therapeutic antibody development by reducing the need for unnecessary trials.

Language Modelling

Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization

1 code implementation9 Aug 2023 Tianyu Liu, Peng Zhang, Wei Huang, Yufei zha, Tao You, Yanning Zhang

By decoupling the gradients of visual and audio modalities, the discriminative visual representations of sound sources can be learned with the designed Induction Vector in a bootstrap manner, which also enables the audio modality to be aligned with the visual modality consistently.

Contrastive Learning

Selective clustering ensemble based on kappa and F-score

no code implementations23 Apr 2022 Jie Yan, Xin Liu, Ji Qi, Tao You, Zhong-Yuan Zhang

Clustering ensemble has an impressive performance in improving the accuracy and robustness of partition results and has received much attention in recent years.

Clustering Clustering Ensemble

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