Research
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.

169,042 papers · 148 categories

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0111 · Apr 201919922001200920172026
1 result for “Image-to-Sequence”
Knowing When to Stop: Evaluation and Verification of Conformity to Output-size Specificationscs.LG

Paper tackles model failures producing outputs of undesirable length.

problem Model failures producing outputs of undesirable length.
method Develops a differentiable proxy objective and a verification approach.
result Can produce outputs 50 times longer than input and prove output length below a certain size.
model failuresoutput lengthSequence-to-SequenceImage-to-SequenceMachine Translation
2019-04-26abs ↗pdf ↗