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Honglu Zhou's Projects

build_multiscale_graph_convid19 icon build_multiscale_graph_convid19

Build multiscale graph where nodes are regions (City, State, Country, Continent) for convid19 simulation. Graph structure (within-scale and across-scale) and node initial static properties (centroids, population, #airports, #train station, #ferry ports) can be built.

composer icon composer

Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality

din_gar icon din_gar

Codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition

gitevolve icon gitevolve

The repository for code in GitEvolve: Predicting the Evolution of GitHub Repositories

hid icon hid

Repository for " Integrating User Representation Learning and Multiscale Modeling: A Hierarchical Framework for Information Diffusion".

timesformer icon timesformer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

video-distant-supervision icon video-distant-supervision

This is an official pytorch implementation of Learning To Recognize Procedural Activities with Distant Supervision. In this repository, we provide PyTorch code for training and testing as described in the paper. The proposed distant supervision framework achieves strong generalization performance on step classification, recognition of procedural activities, step forecasting (New Task!) and egocentric activity classification.

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