Distilling Object Detectors via Monte Carlo Dropout.

Yi J, Zhang H, Mao J, Liu T, Li M, Lin S, Gu H, Li Z, Chang X, Wang Y.

DOI: 10.1109/tpami.2026.3674980
Published: 2026-08-01
Container: IEEE Trans Pattern Anal Mach Intell
Publisher: Not recorded
Open access: no

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1109/tpami.2026.3674980,
  title = {Distilling Object Detectors via Monte Carlo Dropout.},
  author = {Yi J and  Zhang H and  Mao J and  Liu T and  Li M and  Lin S and  Gu H and  Li Z and  Chang X and  Wang Y.},
  year = {2026},
  journal = {IEEE Trans Pattern Anal Mach Intell},
  doi = {10.1109/tpami.2026.3674980},
  url = {https://doi.org/10.1109/tpami.2026.3674980}
}

RIS

TY  - JOUR
TI  - Distilling Object Detectors via Monte Carlo Dropout.
AU  - Yi J
AU  -  Zhang H
AU  -  Mao J
AU  -  Liu T
AU  -  Li M
AU  -  Lin S
AU  -  Gu H
AU  -  Li Z
AU  -  Chang X
AU  -  Wang Y.
PY  - 2026
JO  - IEEE Trans Pattern Anal Mach Intell
DO  - 10.1109/tpami.2026.3674980
UR  - https://doi.org/10.1109/tpami.2026.3674980
ER  -

APA

J, Y., H, Z., J, M., T, L., M, L., S, L., H, G., Z, L., X, C., & Y., W. (2026). Distilling Object Detectors via Monte Carlo Dropout.. IEEE Trans Pattern Anal Mach Intell. https://doi.org/10.1109/tpami.2026.3674980

Source records

europe-pmc · retrieved 2026-09-24T23:10:25.653Z