On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,932 papers · 148 categories

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2 results for “MOTChallenge”

Deep Learning in Video Multi-Object Tracking: A Surveycs.CV

Survey of deep learning methods for video multi-object tracking.

problem Tracking multiple objects in video sequences.

method Review of deep learning approaches applied to MOT stages.

result Identification of similarities among top-performing methods.

Deep Learning Multiple Object Tracking Video Analysis MOTChallenge Object Trajectory

2019-07-18abs ↗pdf ↗

End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoningcs.CV

End-to-end multi-object tracking learns object interactions.

problem Object tracking ignores interactions between objects.

method End-to-end relational reasoning model MOHART.

result Relational reasoning improves tracking and prediction.

object tracking multi-object end-to-end relational reasoning trajectory prediction

2019-07-12abs ↗pdf ↗