Object Recognition as Next Token Prediction

1 code implementation • 4 Dec 2023 • Kaiyu Yue, Bor-Chun Chen, Jonas Geiping, Hengduo Li, Tom Goldstein, Ser-Nam Lim

We present an approach to pose object recognition as next token prediction.

Language Modelling Object +1

Matching Guided Distillation

1 code implementation • ECCV 2020 • Kaiyu Yue, Jiangfan Deng, Feng Zhou

However, this introduces two problems: a) The adaptation module brings more parameters into training.

Visible Feature Guidance for Crowd Pedestrian Detection

no code implementations • 23 Aug 2020 • Zhida Huang, Kaiyu Yue, Jiangfan Deng, Feng Zhou

Then we perform NMS only on visible bounding boxes to achieve the best fitting full box in inference.

Pedestrian Detection

Compact Generalized Non-local Network

2 code implementations • NeurIPS 2018 • Kaiyu Yue, Ming Sun, Yuchen Yuan, Feng Zhou, Errui Ding, Fuxin Xu

The non-local module is designed for capturing long-range spatio-temporal dependencies in images and videos.

Object Detection Object Recognition +1

Fine-grained Video Categorization with Redundancy Reduction Attention

no code implementations • ECCV 2018 • Chen Zhu, Xiao Tan, Feng Zhou, Xiao Liu, Kaiyu Yue, Errui Ding, Yi Ma

Specifically, it firstly summarizes the video by weight-summing all feature vectors in the feature maps of selected frames with a spatio-temporal soft attention, and then predicts which channels to suppress or to enhance according to this summary with a learned non-linear transform.

Action Recognition Video Classification