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Lanmiao Liu

2 accepted papers

2025

DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space

ICML 2025poster

This paper explores image modeling from the frequency space and introduces DCTdiff, an end-to-end diffusion generative paradigm that efficiently models images in the discrete cosine transform (DCT) space. We investigate the design space of DCTdiff and reveal the key design factors. Experiments on di…

2025

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning

ICCV 2025poster

Creating a virtual avatar with semantically coherent gestures that are aligned with speech is a challenging task. Existing gesture generation research mainly focused on generating rhythmic beat gestures, neglecting the semantic context of the gestures. In this paper, we propose a novel approach for…