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Aug 2026

Text-to-Motion Generation With Discrete Representations and Large Language Models.

This work investigates a simple yet effective conditional generative framework for text-to-motion generation and proposes T2M-GIT+, which employs a non-autoregressive method to generate discrete motion representations in parallel, and is therefore more efficient than T2M-GPT+ while achieving comparable results.

Jianrong Zhang, Yang Zhang, Xiaodong Cun et al. · 0 citations
Book Open access Jul 2026

RegionSLM: Region-aware Question Answering on Document Screenshots

This work presents RegionSLM, a region-aware SLM designed to explicitly connect the question to its supporting regions, and curates ReDoc, a region-supervised corpus with 105k documents and 350k question-answer pairs obtained via a question-guided two-step filtering procedure.

Chao Wang, Hehe Fan, Huichen Yang et al. · 0 citations