Isaac Xu

Identifiers

• name variant Isaac Xu 0.60 · backfill

Papers (7)

1. Improving Detection of Rare Nodes in Hierarchical Multi-Label Learning cs.LG · 2026 · author #1
2. Variance-Gated Ensembles: An Epistemic-Aware Framework for Uncertainty Estimation cs.LG · 2026 · author #2
3. Uncertainty Estimation using Variance-Gated Distributions cs.LG · 2025 · author #2
4. Last-layer committee machines for uncertainty estimations of benthic imagery q-bio.QM · 2025 · author #2
5. Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery cs.CV · 2024 · author #1
6. Label-free Monitoring of Self-Supervised Learning Progress cs.LG · 2024 · author #1
7. BenthicNet: A global compilation of seafloor images for deep learning applications cs.CV · 2024 · author #3

Mentions

• 2405.05241 #3 · arxiv_oai · confidence 0.70 Isaac Xu
• 2409.06618 #1 · arxiv_oai · confidence 0.70 Isaac Xu
• 2409.06612 #1 · arxiv_oai · confidence 0.70 Isaac Xu
• 2602.08986 #1 · arxiv_oai · confidence 0.70 Isaac Xu
• 2602.08142 #2 · arxiv_oai · confidence 0.70 Isaac Xu
• 2509.08846 #2 · arxiv_oai · confidence 0.70 Isaac Xu
• 2504.16952 #2 · arxiv_oai · confidence 0.70 Isaac Xu

Frequent Coauthors

• Thomas Trappenberg 7 shared papers
• Benjamin Misiuk 4 shared papers
• Craig J. Brown 4 shared papers
• H. Martin Gillis 3 shared papers
• Martin Gillis 2 shared papers
• Scott C. Lowe 2 shared papers
• Alexandre C. G. Schimel 1 shared papers
• Alex C. Bastos 1 shared papers
• Amit R. Baroi 1 shared papers
• Ariell Friedman 1 shared papers
• Ayushi Sharma 1 shared papers
• Brittany R. Wilson 1 shared papers
• Chris M. Roelfsema 1 shared papers
• Daniel Ierodiaconou 1 shared papers
• Deborah Hart 1 shared papers
• Elizabeth Oh 1 shared papers
• Jacquomo Monk 1 shared papers
• Jessica A. Sameoto 1 shared papers
• John O'Brien 1 shared papers
• Jordan A. Thomson 1 shared papers