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Jie Ren

2 papers indexed

arxivcs.ROcs.AIcs.CV2026-07-10

TS-Mask VLA: 2D Temporal-Spatial Masking for Vision-Language-Action Model with Effective Bridging

Shengzhuo Yang, Ronghao Yu, Chuanjie Lv, Linpeng Peng, Hang Yu, Jie Ren, et al.

Vision-language-action (VLA) models aim to understand natural-language instructions and visual observations, and to generate and execute corresponding actions as embodied agents. Recently, autoregressive token-based action generation has driven the development of many representat…

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crossrefInformation2026-02-01

Exploring the Topics and Sentiments of AI-Related Public Opinions: An Advanced Machine Learning Text Analysis

Wullianallur Raghupathi, Jie Ren, Tanush Kulkarni

This study investigates the evolution of public sentiment and discourse surrounding artificial intelligence through a comprehensive multi-method analysis of 28,819 Reddit comments spanning March 2015 to May 2024. Addressing three research questions—(1) what dominant topics charac…

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