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Chenxi Zhao

4 accepted papers

2026

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

CVPR 2026

Few-step generation has been a long-standing goal, with recent one-step generation methods exemplified by MeanFlow achieving remarkable results. Existing research on MeanFlow primarily focuses on class-to-image generation. However, an intuitive yet unexplored direction is to extend the condition fro

Cited by 0SourcecodeScholar
2026

SMVRT: Implicit Human 3D Modeling Using Sparse Multi-View Volumetric Reconstruction with Transformer Fusion

CVPR 2026

Recently, the community has witnessed significant progress in human modeling from single or multi-view inputs. However, these approaches often rely on guessing the occluded regions through either generative models or template fitting. In this work, we address these challenges by exploring optimal fu

Cited by 0SourceScholar
2025

MODA: MOdular Duplex Attention for Multimodal Perception, Cognition, and Emotion Understanding

ICML 2025spotlight

Multimodal large language models (MLLMs) recently showed strong capacity in integrating data among multiple modalities, empowered by generalizable attention architecture. Advanced methods predominantly focus on language-centric tuning while less exploring multimodal tokens mixed through attention, p…

Cited by 0SourcePDFScholar
2024

To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation

NeurIPS 2024poster

Accuracy is a commonly adopted performance metric in various classification tasks, which measures the proportion of correctly classified samples among all samples. It assumes equal importance for all classes, hence equal severity for misclassifications. However, in the task of emotional classificati…