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Paper Citation Record · LEDGER

Task Singular Vectors: Reducing Task Interference in Model Merging

As of 15 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 9 inbound Pith citation observations for arXiv:2412.00081.

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

pith.paper-citation-record.v1
2412.00081 v3

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:54:05.162894Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:08:37.962480Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:42.199161Z

Reference resolution

70 of 70 outbound references displayed

  • verified exact0
  • verified fuzzy44
  • unresolved25
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 556a32f9-b7ce-44ca-829f-d2fb76161052 · outbound

This paper cites Git re-basin: Merging models modulo permutation symmetries.

Task Singular Vectors: Reducing Task Interference in Model Merging Git re-basin: Merging models modulo permutation symmetries

Reference 1

Resolution
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Source-reported events for the cited work

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Observation 29f7d7b5-e6f4-4216-8312-4e3d21723d59 · outbound

This paper cites Food-101 – Mining Discriminative Components with Ran- dom Forests.

Task Singular Vectors: Reducing Task Interference in Model Merging Food-101 – Mining Discriminative Components with Ran- dom Forests

Reference 2

Resolution
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Source-reported events for the cited work

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Observation 25ec6b2b-7a27-44f4-afae-9cad9260237c · outbound

This paper cites Remote Sens- ing Image Scene Classification: Benchmark and State of the Art.

Task Singular Vectors: Reducing Task Interference in Model Merging Remote Sens- ing Image Scene Classification: Benchmark and State of the Art

Reference 3

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Observation da49c65a-8e58-48a0-819b-4b634fd19899 · outbound

This paper cites Describing Textures in the Wild.

Task Singular Vectors: Reducing Task Interference in Model Merging Describing Textures in the Wild

Reference 4

Resolution
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Source-reported events for the cited work

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Observation 54495a28-1d97-4743-b7a4-b97da8fd5435 · outbound

This paper cites Deep Learning for Classical Japanese Literature.

Task Singular Vectors: Reducing Task Interference in Model Merging Deep Learning for Classical Japanese Literature

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2cbbfa2a-da03-43f1-a6e9-bf1b5e72cc20 · outbound

This paper cites An Analysis of Single-Layer Networks in Unsupervised Feature Learn- ing.

Task Singular Vectors: Reducing Task Interference in Model Merging An Analysis of Single-Layer Networks in Unsupervised Feature Learn- ing

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation ca635c6b-385d-45df-b81d-ecd7fe366e2c · outbound

This paper cites EMNIST: Extending MNIST to handwritten let- ters.

Task Singular Vectors: Reducing Task Interference in Model Merging EMNIST: Extending MNIST to handwritten let- ters

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 86de5b74-a8b5-46bd-b4bb-f28ecec6a676 · outbound

This paper cites c2m3: Cycle-consistent multi-model merging.

Task Singular Vectors: Reducing Task Interference in Model Merging c2m3: Cycle-consistent multi-model merging

Reference 8

Resolution
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Source-reported events for the cited work

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Observation 45d5e5cc-ef62-43bf-b3e4-afee7b96fa83 · outbound

This paper cites Model merging by uncertainty-based gradient matching.

Task Singular Vectors: Reducing Task Interference in Model Merging Model merging by uncertainty-based gradient matching

Reference 9

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation c3dac59e-8bb5-4694-b059-4ef9a25d4e0b · outbound

This paper cites Model breadcrumbs: Scaling multi-task model merging with sparse masks.

Task Singular Vectors: Reducing Task Interference in Model Merging Model breadcrumbs: Scaling multi-task model merging with sparse masks

Reference 10

Resolution
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Source-reported events for the cited work

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Observation 12cf3950-2278-401d-a1ea-35216b4eed6e · outbound

This paper cites Predicting parameters in deep learning.

Task Singular Vectors: Reducing Task Interference in Model Merging Predicting parameters in deep learning

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation ecc9c40e-4498-48db-a6ad-b28413760d57 · outbound

This paper cites Exploiting linear structure within convolutional networks for efficient evaluation.

Task Singular Vectors: Reducing Task Interference in Model Merging Exploiting linear structure within convolutional networks for efficient evaluation

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation a9c9acff-f2a1-49cf-9089-c8fd1f158c08 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale, 2021.

Task Singular Vectors: Reducing Task Interference in Model Merging An image is worth 16x16 words: Transformers for image recognition at scale, 2021

Reference 13

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 915e0478-b609-4bb8-ba43-cf54eca39b41 · outbound

This paper cites Marion Young.

Task Singular Vectors: Reducing Task Interference in Model Merging Marion Young

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 58449d93-9c08-4a97-ad2b-7d9a639d76aa · outbound

This paper cites Learning factored representations in a deep mixture of ex- perts.

Task Singular Vectors: Reducing Task Interference in Model Merging Learning factored representations in a deep mixture of ex- perts

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation 605bee41-198b-4e26-8a23-26a83ea89c60 · outbound

This paper cites Ultimate tensorization: compressing convolutional and FC layers alike.

Task Singular Vectors: Reducing Task Interference in Model Merging Ultimate tensorization: compressing convolutional and FC layers alike

Reference 16

Resolution
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Source-reported events for the cited work

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Observation 68e72d99-a02f-42a5-a77a-51001b7363ae · outbound

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Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 17

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Observation 185e09d5-c65c-466c-b15a-22bfb11e9042 · outbound

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Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 18

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Observation f875013f-d268-4d4c-946d-36deb5acd6d0 · outbound

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Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 19

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Source-reported events for the cited work

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Observation b568ae98-d637-47dc-b800-b8932ccf3a8a · outbound

This paper cites EuroSAT: A Novel Dataset and Deep Learn- ing Benchmark for Land Use and Land Cover Classification.

Task Singular Vectors: Reducing Task Interference in Model Merging EuroSAT: A Novel Dataset and Deep Learn- ing Benchmark for Land Use and Land Cover Classification

Reference 20

Resolution
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Source-reported events for the cited work

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Observation 2e9486bb-94ed-4564-b6ab-610c9d5a8d3c · outbound

This paper cites EMR-merging: Tuning-free high- performance model merging.

Task Singular Vectors: Reducing Task Interference in Model Merging EMR-merging: Tuning-free high- performance model merging

Reference 21

Resolution
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Observation 2e7e797b-ad51-4c12-b982-071c546eb676 · outbound

This paper cites Low-rank compression of neural nets: Learning the rank of each layer.

Task Singular Vectors: Reducing Task Interference in Model Merging Low-rank compression of neural nets: Learning the rank of each layer

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation 06e1ab72-58f7-47c3-bf87-da1854a7b0c3 · outbound

This paper cites Editing models with task arithmetic.

Task Singular Vectors: Reducing Task Interference in Model Merging Editing models with task arithmetic

Reference 23

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation d9a101e9-2e63-4893-bc9f-d714ef2774b8 · outbound

This paper cites Speeding up convolutional neural networks with low rank expansions.

Task Singular Vectors: Reducing Task Interference in Model Merging Speeding up convolutional neural networks with low rank expansions

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 098bcd05-460e-4253-98a1-677c1e4384bc · outbound

This paper cites Dataless knowledge fusion by merging weights of language models.

Task Singular Vectors: Reducing Task Interference in Model Merging Dataless knowledge fusion by merging weights of language models

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation bc209205-b6b5-4817-916a-4f6af3e62072 · outbound

This paper cites REPAIR: REnormalizing permuted activations for interpolation repair.

Task Singular Vectors: Reducing Task Interference in Model Merging REPAIR: REnormalizing permuted activations for interpolation repair

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 57e6301e-0263-4b64-b6d5-53c9ed1cb047 · outbound

This paper cites Compression of deep convolutional neural networks for fast and low power mobile applications.

Task Singular Vectors: Reducing Task Interference in Model Merging Compression of deep convolutional neural networks for fast and low power mobile applications

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation af649379-8571-45d4-8e98-a3282f2c6e96 · outbound

This paper cites Tensor decompositions and applications.

Task Singular Vectors: Reducing Task Interference in Model Merging Tensor decompositions and applications

Reference 28

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 51b7a6f1-f49f-4694-bcb4-cb25fabda5a9 · outbound

This paper cites 3D Object Representations for Fine-Grained Categorization.

Task Singular Vectors: Reducing Task Interference in Model Merging 3D Object Representations for Fine-Grained Categorization

Reference 29

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation c80db46a-0bcd-4731-a3f4-fab444606b82 · outbound

This paper cites Learning multiple layers of features from tiny images.

Task Singular Vectors: Reducing Task Interference in Model Merging Learning multiple layers of features from tiny images

Reference 30

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 21c38746-7243-4aa6-ab42-dfc67538c3a3 · outbound

This paper cites Lecun, L.

Task Singular Vectors: Reducing Task Interference in Model Merging Lecun, L

Reference 31

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation d24d080b-6688-4bed-8571-8df0209624f5 · outbound

This paper cites Twin-merging: Dynamic integration of modular expertise in model merging.

Task Singular Vectors: Reducing Task Interference in Model Merging Twin-merging: Dynamic integration of modular expertise in model merging

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 9b375845-37b5-4309-a0d5-806c997d5a58 · outbound

This paper cites Merging models with fisher-weighted averaging.

Task Singular Vectors: Reducing Task Interference in Model Merging Merging models with fisher-weighted averaging

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 98624e53-8a98-4652-b3d7-9b657050b6d3 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 34

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Source-reported events for the cited work

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Observation 7ab68aa5-bd89-4429-897c-3e3e1940ab04 · outbound

This paper cites Automated Flower Classification over a Large Number of Classes.

Task Singular Vectors: Reducing Task Interference in Model Merging Automated Flower Classification over a Large Number of Classes

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.708714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.008328Z digest=sha256:abc8f1e0f935d591509c9059e884fcea9113cbedb3cb44b6b442d277333f8242

Observation ef0f737e-dbe8-4d46-ac7e-f429f4a4e728 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.694653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.013036Z digest=sha256:b534e3f235a91288a6f54ec574d7fe129b31841b9573c91c2b93f76619335007

Observation 348739f1-61a2-4f17-a3ab-f12f99ee397c · outbound

This paper cites Re-basin via implicit sinkhorn differentiation.

Task Singular Vectors: Reducing Task Interference in Model Merging Re-basin via implicit sinkhorn differentiation

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.680140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.017534Z digest=sha256:e2835be1aa8953d25677384aa719f6bd46409d59f746fd1bc759ae6671749969

Observation 98441e9f-7b30-44a0-a140-2031b2270449 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Task Singular Vectors: Reducing Task Interference in Model Merging Learning transferable visual models from natural language supervi- sion

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T11:54:05.021808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:54:05.021808Z digest=sha256:ef50c03081117167328066e27a9e980d331f70f913590e1e4cace918a906f3d1

Observation 57acfd11-3de9-4631-a950-1445f80f2cec · outbound

This paper cites Diverse weight averaging for out-of-distribution gen- eralization.

Task Singular Vectors: Reducing Task Interference in Model Merging Diverse weight averaging for out-of-distribution gen- eralization

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.655561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.026037Z digest=sha256:27ef615469d31c2b8bc4448c01e18983bb16395b494ed3bfcf1e493976df9640

Observation 9b0c5fcd-6c84-4d39-af67-3fa03a7ca64d · outbound

This paper cites Outrageously large neural networks: The sparsely-gated mixture-of-experts layer.

Task Singular Vectors: Reducing Task Interference in Model Merging Outrageously large neural networks: The sparsely-gated mixture-of-experts layer

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.640826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.030291Z digest=sha256:09b52fd206c7d409bc06e59628af5aa8ee0ce2530f31fbaa5d43a830fca7ad51

Observation 6b7f6c33-bd1d-46b5-82a0-bf35901e86dd · outbound

This paper cites Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging.

Task Singular Vectors: Reducing Task Interference in Model Merging Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T11:54:05.034577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:54:05.034577Z digest=sha256:aebeefc2886426b6ba23d58efb96dc7f2f60c457dc7d8e886c08b48dd2949fb1

Observation 5443b22a-abe0-4116-88b4-26532909493c · outbound

This paper cites Manning, Andrew Ng, and Christopher Potts.

Task Singular Vectors: Reducing Task Interference in Model Merging Manning, Andrew Ng, and Christopher Potts

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T11:54:05.039574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:54:05.039574Z digest=sha256:7e61ba6482ac6269d529a2881b4cd9ed184192b4e797fde81b9a0aa0622c6e1c

Observation fd1d716f-7b90-4acd-bab2-5cfa77223406 · outbound

This paper cites The German Traffic Sign Recognition Bench- mark: A multi-class classification competition.

Task Singular Vectors: Reducing Task Interference in Model Merging The German Traffic Sign Recognition Bench- mark: A multi-class classification competition

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.617554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.043926Z digest=sha256:281e7e7277f21ed27179ff4345beadcace28d1e998894372672a06fa46b904d6

Observation 66afe549-d985-4256-a17b-73e3df5ccbec · outbound

This paper cites Zipit! merg- ing models from different tasks without training.

Task Singular Vectors: Reducing Task Interference in Model Merging Zipit! merg- ing models from different tasks without training

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.602633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.048520Z digest=sha256:8fab6ade8b8b02274c4758973c051d7e609f436aee727dca2282c11822f619e1

Observation e02d82be-2c0c-4f63-ab89-68788027b8db · outbound

This paper cites SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models.

Task Singular Vectors: Reducing Task Interference in Model Merging SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T11:54:05.052915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:54:05.052915Z digest=sha256:3f3f98801a7a6bea04c38dda2f83f953c192db3e5f62d7cb60bf86bdef0447e1

Observation cb60add1-7f04-4c0c-a32e-c31e4a7ecd29 · outbound

This paper cites Veeling, Jasper Linmans, Jim Winkens, Taco Cohen, and Max Welling.

Task Singular Vectors: Reducing Task Interference in Model Merging Veeling, Jasper Linmans, Jim Winkens, Taco Cohen, and Max Welling

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.588202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.057705Z digest=sha256:a100134ee2484adb333d42cf2eb384972b51a80c874b6ec577b18c7554a509e9

Observation 4204f063-0c7f-42d2-94f7-cfafdd9eb726 · outbound

This paper cites Localizing task in- formation for improved model merging and compression.

Task Singular Vectors: Reducing Task Interference in Model Merging Localizing task in- formation for improved model merging and compression

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T11:54:05.062138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:54:05.062138Z digest=sha256:1585887db8a8c6b8afa3c7e6525befbfbced53997a8fc97b963407f49a9d6e3e

Observation 302255ee-d856-4b73-b477-349506829845 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.564031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.066972Z digest=sha256:ea296432c8e88832fca274036507724b0c3d41dffc8ea306a687cccdb0277f82

Observation 6b54d40a-5a41-4572-a1c7-ec9cb9c70d9e · outbound

This paper cites Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time.

Task Singular Vectors: Reducing Task Interference in Model Merging Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.550383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.071343Z digest=sha256:b197a2ea426f3633b8a4ffd35879102b3b51e4cae5857cef337640086e54f1c3

Observation bd22d74d-6999-42aa-b889-37b6f8ae2b3d · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Task Singular Vectors: Reducing Task Interference in Model Merging Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T11:54:05.075672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:54:05.075672Z digest=sha256:0ed24aeceed2e4647c0b91e9777d31fcb3c8216be0afa9456ea036a0371b617f

Observation 3a76e984-d3de-4f05-8fee-26405bb41e3a · outbound

This paper cites Ehinger, James Hays, Antonio Torralba, and Aude Oliva.

Task Singular Vectors: Reducing Task Interference in Model Merging Ehinger, James Hays, Antonio Torralba, and Aude Oliva

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.536863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.081231Z digest=sha256:e681d17d8bc769f4bbc2c45217afc6c1d0f0d1c276d37a51d48d5dba4051dfac

Observation 325ecd71-5baf-44d3-a4b3-ac33adff555c · outbound

This paper cites Ties-merging: Resolving interference when merging models.

Task Singular Vectors: Reducing Task Interference in Model Merging Ties-merging: Resolving interference when merging models

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.523032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.086008Z digest=sha256:c6b0b542bf6ecf9b6dcf8e47fc73582f981be200cb8ad8a1c41da05a153b86fc

Observation 4716cfff-3b45-4d62-93da-d2fd10d45bb2 · outbound

This paper cites Adamerging: Adaptive model merging for multi-task learning.

Task Singular Vectors: Reducing Task Interference in Model Merging Adamerging: Adaptive model merging for multi-task learning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.509221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.090270Z digest=sha256:cbfd694bccf4d45c8674dd9e5d9168a9ab41ebe0b988709982df7bf4b47d1383

Observation 9d80f896-9f73-4ec6-94d0-b29c480ed906 · outbound

This paper cites Language models are super mario: Absorbing abilities from homologous models as a free lunch.

Task Singular Vectors: Reducing Task Interference in Model Merging Language models are super mario: Absorbing abilities from homologous models as a free lunch

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.495609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.094469Z digest=sha256:158a5f57e19f4ff960035b635d2d6a906f591deafc2cf3ad82af9f0fef4fd5d0

Observation 49b98313-6075-4103-956c-3a124c75c32b · outbound

This paper cites Atm: Improving model merging by alternating tun- ing and merging, 2024.

Task Singular Vectors: Reducing Task Interference in Model Merging Atm: Improving model merging by alternating tun- ing and merging, 2024

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.482017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.098951Z digest=sha256:3f8f4d0694304bf9b2aed4edfefeb53ea9f593c448733ce16aae6ca6b27a4b2e

Observation a5fdbfec-48a7-4108-9385-65029c921817 · outbound

This paper cites Consequently, the orthog- onal components derived from different tasks operate in- dependently, ensuring that each task does not affect the other.

Task Singular Vectors: Reducing Task Interference in Model Merging Consequently, the orthog- onal components derived from different tasks operate in- dependently, ensuring that each task does not affect the other

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.467393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.103181Z digest=sha256:17bea58bca9e1198e42e67ea28e31dfd0a543e9ee713a08056625b08a4fddd6c

Observation 73c1cd91-0008-44d1-910a-fa592d60ce72 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.453389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.107513Z digest=sha256:ad04b737d0215cbb5bb0245ad3d895077551d3db9c6c3b33753e43a4cec7307c

Observation 2cbccae2-4ba9-41c5-b335-f6f69d256b52 · outbound

This paper cites The degree of in- terference, whether it is constructive or destructive, is proportional to the cosine of the angle between the sin- gular vectors.

Task Singular Vectors: Reducing Task Interference in Model Merging The degree of in- terference, whether it is constructive or destructive, is proportional to the cosine of the angle between the sin- gular vectors

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.439515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.111979Z digest=sha256:dac23d57e380d3add084a3d6d7be6be37fc85ce13d0b74e58f442dfa6e7a4019

Observation ced5ce27-5139-4388-b0cd-d3885fc31994 · outbound

This paper cites This ensures that all fine-tuned model task layers, regardless of their struc- ture, are appropriately integrated into the merged model.

Task Singular Vectors: Reducing Task Interference in Model Merging This ensures that all fine-tuned model task layers, regardless of their struc- ture, are appropriately integrated into the merged model

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.425567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.117073Z digest=sha256:47c0cccf32f7710df6755f6e1dbdfdf177cc1c7506ac177e5378b604c2509711

Observation 1dde6470-780d-4338-8605-0bf7a4db865d · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.411812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.121279Z digest=sha256:d420bf71721f89c59d298a924b90360bea1a8abd4ce4c65dd3b2b25d995feb68

Observation b308ec01-ecf5-4751-8a4e-44c4b824aacf · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.397654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.125140Z digest=sha256:8bc828ef8ef22d7b2ef67da3b52bbd4c2d42e8cc8ff57bd6568da255ddf0e0f2

Observation 0f5e5d66-55ba-4fcb-98be-e4b39f612e54 · outbound

This paper cites Mean absolute accuracy of the ViT-B-16 model across increasing fractions of retained singular components, av- eraged over 20 tasks.

Task Singular Vectors: Reducing Task Interference in Model Merging Mean absolute accuracy of the ViT-B-16 model across increasing fractions of retained singular components, av- eraged over 20 tasks

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:54:05.384874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.128948Z digest=sha256:cf6c2e507180697c5078442f03b70879f8d912589145e6a8149ae7dca55dcfe6

Observation f2c34d12-60c1-4e24-b099-34f8766f6e9d · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.371680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.132700Z digest=sha256:5d7e05c7f1924b2ddd34e0244654d8b3565160f55645d868905e32bd1ebb75c9

Observation 6e3f8e10-2082-4c38-b2b3-2a426f301192 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.358190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.136411Z digest=sha256:77246bde4061ef3ce6f40e7214118cf6bbdbf2357fdc2a3d53736fa3948babaa

Observation ee23a5fb-d854-49f9-813a-f3b422416ff2 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.343092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.140189Z digest=sha256:ce76a8714b24eb03247108d4527992dde5e0dd0a7bc6aac0eec7dee782643b0c

Observation b82f1c9c-c3d7-42fb-8af6-c88f624118cf · outbound

This paper cites Storage cost calculation Suppose we have a neural network comprising of L two- dimensional layers, each of dimension d × m, and N one- dimensional layers of size c.

Task Singular Vectors: Reducing Task Interference in Model Merging Storage cost calculation Suppose we have a neural network comprising of L two- dimensional layers, each of dimension d × m, and N one- dimensional layers of size c

Reference 66

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T11:54:05.327726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.143955Z digest=sha256:f6b34e4adbae85e8cd428555adfebfd2de342e15df99c3cd0484be1b70ba4082

Observation 411516b0-900d-4a41-9706-26752c31ffbc · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.312400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.148807Z digest=sha256:2f7829f901a4ccf3254ac6a80513a77722eed1925834e5252e3655fecaafad89

Observation 957ca255-7920-4bbb-ba34-7ead018000f5 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.298309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.153352Z digest=sha256:d172ae5ac1ab5c34eee56c9b40b3afab26b74a064daf7dbd0544b8d36f974f5d

Observation 459609a8-6897-4514-9456-d1e3df5d514f · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.284314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.158166Z digest=sha256:4a911bd0e8aa608c623757ca9c1469bf41218fba258a3a990ac7653418ffcd43

Observation 33672c34-0ec9-44ee-8520-6778f6927ee5 · outbound

This paper cites an unresolved cited work.

Task Singular Vectors: Reducing Task Interference in Model Merging Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:54:05.269961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T11:54:05.162894Z digest=sha256:665bcf2ef4103f0ab529ee9139c44ed18bc2e4138495ba3bcabc761f5ab0db1d

Pith citing papers

Observation 3598c8c2-7c47-46a6-aea1-ab7ab0c252cb · inbound

FREE-Merging: Fourier Transform for Efficient Model Merging cites this paper.

FREE-Merging: Fourier Transform for Efficient Model Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T13:08:37.962480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:08:37.962480Z digest=sha256:510c7ddcb92352cd13e58f9815f953716a6eba212cf13cd3570e9e8679f7408c

Observation 973ba31a-7554-48cf-94f7-e64830a4e471 · inbound

Revisiting Weight Averaging for Model Merging cites this paper.

Revisiting Weight Averaging for Model Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T18:15:59.190300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T18:15:59.190300Z digest=sha256:e6aaebd0a0328ed4cebf4909f1cce256d7820e1539527d1d18e9e798ebda664f

Observation 41b4bca0-b618-4b8d-8454-b6773da80905 · inbound

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging cites this paper.

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:18:13.587516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:18:13.587516Z digest=sha256:caae16e9ea32301900a3bde5366fcc8279c57021c432b8af271adff478bf1bbe

Observation 460a0839-ecd9-401e-8e8c-9219c8c9f6aa · inbound

Composable Cross-prompt Essay Scoring by Merging Models cites this paper.

Composable Cross-prompt Essay Scoring by Merging Models Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T14:33:44.254439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:33:44.254439Z digest=sha256:d4befa1c4ddda770d0ea359f13cdd2d19278a69520b153e5ec785d06a7588400

Observation 43f38e56-3538-4fd4-8bdf-13741fa56511 · inbound

Multi-objective Large Language Model Alignment with Hierarchical Experts cites this paper.

Multi-objective Large Language Model Alignment with Hierarchical Experts Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:09.866830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:09.866830Z digest=sha256:cb1811506479726f51351110462330493b5ed7a4bf0d9dd0d70ac62a17f97269

Observation f48b08f3-dd1b-4198-b7b7-7639d8fcce88 · inbound

Model soups need only one ingredient cites this paper.

Model soups need only one ingredient Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T02:51:04.615766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T02:51:04.615766Z digest=sha256:3359cb64bd657b43b60414f642155f2fe719a457ec7464b4edb2864dacd94fe3

Observation 33d39bd2-780e-42bc-99c8-be4a0c5dce5e · inbound

One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging cites this paper.

One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:08:12.917697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-13T20:05:53.769660Z digest=sha256:5a10a4f135041b1305e681a1d5688821d9b9dffc5ac81a36114f4b0e96f99a65

Observation a7448db2-1cc7-40aa-88db-00e570e0628f · inbound

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

ResMerge: Residual-based Spectral Merging of Large Language Models Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:46:19.476277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-06-28T15:03:27.081409Z digest=sha256:90316eeb1da804fcf7fe4a5d6091e2b815f085e150da33eb3bf00941983c8604

Observation 01412c0f-90c0-4445-92eb-f9b37bcdfec8 · inbound

Training-free Task Classification for Multi-Task Model Merging cites this paper.

Training-free Task Classification for Multi-Task Model Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-07-04T08:59:42.200696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-26T10:47:50.734653Z digest=sha256:761099a6868d53452a57e5c4d68a8b9023dc6c81ac85587bef894338c60a8ee0