534 papers with code • 0 benchmarks • 1 datasets

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Use these libraries to find Association models and implementations

Most implemented papers

Simple Online and Realtime Tracking with a Deep Association Metric

nwojke/deep_sort 21 Mar 2017

Simple Online and Realtime Tracking (SORT) is a pragmatic approach to multiple object tracking with a focus on simple, effective algorithms.

Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

ZheC/Realtime_Multi-Person_Pose_Estimation CVPR 2017

We present an approach to efficiently detect the 2D pose of multiple people in an image.

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

locuslab/TCN 4 Mar 2018

Our results indicate that a simple convolutional architecture outperforms canonical recurrent networks such as LSTMs across a diverse range of tasks and datasets, while demonstrating longer effective memory.

Universal Sentence Encoder

facebookresearch/InferSent 29 Mar 2018

For both variants, we investigate and report the relationship between model complexity, resource consumption, the availability of transfer task training data, and task performance.

Towards Real-Time Multi-Object Tracking

Zhongdao/Towards-Realtime-MOT ECCV 2020

In this paper, we propose an MOT system that allows target detection and appearance embedding to be learned in a shared model.

ArtTrack: Articulated Multi-person Tracking in the Wild

eldar/pose-tensorflow CVPR 2017

In this paper we propose an approach for articulated tracking of multiple people in unconstrained videos.

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

ifzhang/ByteTrack arXiv 2021

ByteTrack also achieves state-of-the-art performance on MOT20, HiEve and BDD100K tracking benchmarks.

Scalable Bayesian Rule Lists

csinva/imodels ICML 2017

They have a logical structure that is a sequence of IF-THEN rules, identical to a decision list or one-sided decision tree.

Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings

uzairakbar/info-retrieval NeurIPS 2016

Geometrically, gender bias is first shown to be captured by a direction in the word embedding.

Tracking Objects as Points

xingyizhou/CenterTrack ECCV 2020

Nowadays, tracking is dominated by pipelines that perform object detection followed by temporal association, also known as tracking-by-detection.