most citedPlanLLM: Video Procedure Planning with Refinable Large Language Models

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cs.CV2025

AR-VRM: Imitating Human Motions for Visual Robot Manipulation with Analogical Reasoning

Dejie Yang, Zijing Zhao, Yang Liu

Visual Robot Manipulation (VRM) aims to enable a robot to follow natural language instructions based on robot states and visual observations, and therefore requires costly multi-mo…

cs.CV2025

Hierarchical Sub-action Tree for Continuous Sign Language Recognition

Dejie Yang, Zhu Xu, Xinjie Gao +1

Continuous sign language recognition (CSLR) aims to transcribe untrimmed videos into glosses, which are typically textual words. Recent studies indicate that the lack of large data…

cs.CV2025★ 1 cited

PlanLLM: Video Procedure Planning with Refinable Large Language Models

Dejie Yang, Zijing Zhao, Yang Liu

Video procedure planning, i.e., planning a sequence of action steps given the video frames of start and goal states, is an essential ability for embodied AI. Recent works utilize L…

cs.CV2024

3D Vision and Language Pretraining with Large-Scale Synthetic Data

Dejie Yang, Zhu Xu, Wentao Mo +3

3D Vision-Language Pre-training (3D-VLP) aims to provide a pre-train model which can bridge 3D scenes with natural language, which is an important technique for embodied intelligen…

cs.CV2024

Active Object Detection with Knowledge Aggregation and Distillation from Large Models

Dejie Yang, Yang Liu

Accurately detecting active objects undergoing state changes is essential for comprehending human interactions and facilitating decision-making. The existing methods for active obj…