Search Results for author: Wanze Xie

Found 4 papers, 3 papers with code

MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing

1 code implementation NeurIPS 2022 Zelun Luo, Zane Durante, Linden Li, Wanze Xie, Ruochen Liu, Emily Jin, Zhuoyi Huang, Lun Yu Li, Jiajun Wu, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li

Video-language models (VLMs), large models pre-trained on numerous but noisy video-text pairs from the internet, have revolutionized activity recognition through their remarkable generalization and open-vocabulary capabilities.

Ranked #2 on Few Shot Action Recognition on MOMA-LRG (using extra training data)

Activity Recognition Few Shot Action Recognition +2

MOMA: Multi-Object Multi-Actor Activity Parsing

no code implementations NeurIPS 2021 Zelun Luo, Wanze Xie, Siddharth Kapoor, Yiyun Liang, Michael Cooper, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li

This paper introduces Activity Parsing as the overarching task of temporal segmentation and classification of activities, sub-activities, atomic actions, along with an instance-level understanding of actors, objects, and their relationships in videos.

Object

Motion-Based Handwriting Recognition and Word Reconstruction

1 code implementation15 Jan 2021 Junshen Kevin Chen, Wanze Xie, Yutong He

In this project, we leverage a trained single-letter classifier to predict the written word from a continuously written word sequence, by designing a word reconstruction pipeline consisting of a dynamic-programming algorithm and an auto-correction model.

Domain Adaptation Handwriting Recognition

Motion-Based Handwriting Recognition

1 code implementation15 Jan 2021 Junshen Kevin Chen, Wanze Xie, Yutong He

We attempt to overcome the restriction of requiring a writing surface for handwriting recognition.

Data Augmentation Handwriting Recognition

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