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Jiayi Lyu

4 accepted papers

2026

AUHead: Realistic Emotional Talking Head Generation via Action Units Control

ICLR 2026poster

Realistic talking-head video generation is critical for virtual avatars, film production, and interactive systems. Current methods struggle with nuanced emotional expressions due to the lack of fine-grained emotion control. To address this issue, we introduce a novel two-stage method (AUHead) to dis…

Cited by 0SourcecodeScholar
2025

DAMamba: Vision State Space Model with Dynamic Adaptive Scan

NeurIPS 2025poster

State space models (SSMs) have recently garnered significant attention in computer vision. However, due to the unique characteristics of image data, adapting SSMs from natural language processing to computer vision has not outperformed the state-of-the-art convolutional neural networks (CNNs) and Vi…

Cited by 0SourcecodeScholar
2025

Dynamic Clustering Convolutional Neural Network

AAAI 2025technical

Convolutional neural networks (CNNs) have been playing a dominant role in computer vision. However, the existing approaches of using local window modeling in popular CNNs lack flexibility and hinder their ability to capture long-range dependencies of objects in an image. To overcome these limitation…