15 citations · 34 across the 5 of their papers we have counts for
6 papers
EgoViT: Pyramid Video Transformer for Egocentric Action Recognition
Chenbin Pan, Zhiqi Zhang, Senem Velipasalar +1
Capturing interaction of hands with objects is important to autonomously detect human actions from egocentric videos. In this work, we present a pyramid video transformer with a dy…
CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation
Zhiqi Zhang, Nitin Bansal, Changjiang Cai +4
Synthetic datasets are often used to pretrain end-to-end optical flow networks, due to the lack of a large amount of labeled, real-scene data. But major drops in accuracy occur whe…
FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine
Junlin Zhang, Tongwen Huang, Zhiqi Zhang
Click through rate (CTR) estimation is a fundamental task in personalized advertising and recommender systems. Recent years have witnessed the success of both the deep learning bas…
Video In Sentences Out
Andrei Barbu, Alexander Bridge, Zachary Burchill +15
We present a system that produces sentential descriptions of video: who did what to whom, and where and how they did it. Action class is rendered as a verb, participant objects as…
Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction
Andrei Barbu, Alexander Bridge, Dan Coroian +12
We present an approach to labeling short video clips with English verbs as event descriptions. A key distinguishing aspect of this work is that it labels videos with verbs that des…
Video In Sentences Out
Andrei Barbu, Alexander Bridge, Zachary Burchill +15
We present a system that produces sentential descriptions of video: who did what to whom, and where and how they did it. Action class is rendered as a verb, participant objects as…