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.

169,181 papers · 148 categories

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2 results for “reprioritization”

Towards Robust Evaluations of Continual Learningstat.ML

Current evaluations of continual learning are flawed and misleading.

problem Flawed experiment designs in current evaluations.

method Examine and propose new experiment designs.

result New experiment designs reveal true performance of continual learning approaches.

continual learning evaluation flawed experiment designs reprioritization

2018-05-24abs ↗pdf ↗

Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackerscs.CV

End-to-end unsupervised MOT from videos.

problem Challenging online Multi-Object Tracking from videos.

method Differentiable neural model for tracking and animation, end-to-end learning.

result End-to-end learning of MOT from videos without labeled data.

Multi-Object Tracking Unsupervised Learning End-to-End Reconstruction Error Differentiable Neural Model

2018-09-10abs ↗pdf ↗