Search Results for author: Weiwei Xing

Found 4 papers, 2 papers with code

Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning

1 code implementation13 Dec 2024 Jing Bi, Yuting Wu, Weiwei Xing, Zhenjie Wei

To overcome these limitations, this paper introduce a new reasoning strategy Solution Guidance (SG) and a plug-and-play training paradigm Solution-Guidance Fine-Tuning (SGFT) for enhancing the reasoning capabilities of small language models.

Prompt Engineering

LatentSync: Audio Conditioned Latent Diffusion Models for Lip Sync

1 code implementation12 Dec 2024 Chunyu Li, Chao Zhang, Weikai Xu, Jinghui Xie, Weiguo Feng, Bingyue Peng, Weiwei Xing

Since we did not change the overall training framework of SyncNet, our experience can also be applied to other lip sync and audio-driven portrait animation methods that utilize SyncNet.

Portrait Animation

LinBridge: A Learnable Framework for Interpreting Nonlinear Neural Encoding Models

no code implementations26 Oct 2024 Xiaohui Gao, Yue Cheng, Peiyang Li, Yijie Niu, Yifan Ren, Yiheng Liu, Haiyang Sun, Zhuoyi Li, Weiwei Xing, Xintao Hu

LinBridge posits that the nonlinear mapping between ANN representations and neural responses can be factorized into a linear inherent component that approximates the complex nonlinear relationship, and a mapping bias that captures sample-selective nonlinearity.

Self-Supervised Learning

LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data

no code implementations25 Oct 2024 Yue Cheng, Jiajun Zhang, Weiwei Xing, XIAOYU GUO, Xiaohui Gao

LOCAL is the first attempt to formulate a quasi-maximum likelihood-based score function for learning the dynamic DAG equivalent to the ground truth.

Causal Discovery Computational Efficiency +1

Cannot find the paper you are looking for? You can Submit a new open access paper.