Paper Citation Record · LEDGER

No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2502.04959.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.04959 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:56:04.648089Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T23:39:03.956090Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 84cf7589-7af5-4494-9015-535a8b0179a0 · inbound

Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning cites this paper.

Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T10:41:51.251736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6aac85-3f0e-4fcd-8851-bb472f773c6e · inbound

PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging cites this paper.

PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:06:52.937020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation aa055dbe-b883-4197-ab77-e14c160a9db3 · inbound

Position: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not Underpowered cites this paper.

Position: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not Underpowered No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:23:44.546935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 01206430-772b-4055-8bc1-c786dc3541b0 · inbound

ResMerge: Residual-based Spectral Merging of Large Language Models cites this paper.

ResMerge: Residual-based Spectral Merging of Large Language Models No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:19.463159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0a65a903-50f9-4c55-8a58-2ea871539ed6 · inbound

PACT: Preserving Anchored Cores in Task-vectors for Model Merging cites this paper.

PACT: Preserving Anchored Cores in Task-vectors for Model Merging No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:03.959461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8206e669-244d-4b77-9e50-797542331bc2 · inbound

DA-MergeLoRA: Hypernetwork-Based LoRA Merging for Few-Shot Test-Time Domain Adaptation cites this paper.

DA-MergeLoRA: Hypernetwork-Based LoRA Merging for Few-Shot Test-Time Domain Adaptation No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T17:56:04.648089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.