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Paper Citation Record · LEDGER

Less is More: Efficient Model Merging with Binary Task Switch

As of 13 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 3 inbound Pith citation observations for arXiv:2412.00054.

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

pith.paper-citation-record.v1
2412.00054 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:53:15.778229Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:08:38.614160Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T20:08:12.892267Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact0
  • verified fuzzy46
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35bad116-55c4-4fa2-ae10-93fe9d87a371 · outbound

This paper cites Ainsworth, Jonathan Hayase, and Siddhartha S.

Less is More: Efficient Model Merging with Binary Task Switch Ainsworth, Jonathan Hayase, and Siddhartha S

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 47f5c0db-fe01-4b82-abce-99bb80185b20 · outbound

This paper cites Qwen Technical Report.

Less is More: Efficient Model Merging with Binary Task Switch Qwen Technical Report

Reference 2

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no resolver link, observed 2026-08-12T13:53:15.195536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 09cdea78-9c0a-4a9c-a8ab-90e793d85efd · outbound

This paper cites Xnor-net++: Im- proved binary neural networks.

Less is More: Efficient Model Merging with Binary Task Switch Xnor-net++: Im- proved binary neural networks

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a8b4ca0e-b275-43c7-ad30-ddb7b90198a7 · outbound

This paper cites Cer, Mona T.

Less is More: Efficient Model Merging with Binary Task Switch Cer, Mona T

Reference 4

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 84e1a766-8ea6-4786-9cb5-5c930dcf0379 · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

Less is More: Efficient Model Merging with Binary Task Switch MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 5

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unresolved
no resolver link, observed 2026-08-12T13:53:15.216347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:53:15.216347Z digest=sha256:22e73a7405b919dc95ea3a54ed91f8fee238ef522a406cbb988db8826fac1931

Observation 96a0c639-ffbe-4e5d-a382-40f027e96221 · outbound

This paper cites Remote sens- ing image scene classification: Benchmark and state of the art.

Less is More: Efficient Model Merging with Binary Task Switch Remote sens- ing image scene classification: Benchmark and state of the art

Reference 6

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raw_fallback, observed 2026-08-12T13:53:17.823340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.223831Z digest=sha256:baad107092ab8f6d6043620c8ddb51c3990cfd3df1fbaaa16449e5eaea0441af

Observation 6d3e2e74-3d94-4571-8db0-30ded23dc756 · outbound

This paper cites Describing textures in the wild.

Less is More: Efficient Model Merging with Binary Task Switch Describing textures in the wild

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 450b34a9-0256-495e-be6d-673c723791bf · outbound

This paper cites Binaryconnect: Training deep neural networks with binary weights during propagations.

Less is More: Efficient Model Merging with Binary Task Switch Binaryconnect: Training deep neural networks with binary weights during propagations

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.747268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ba5c5317-7976-4a10-93ee-d6d6ec0a2ff6 · outbound

This paper cites Dolan and Chris Brockett.

Less is More: Efficient Model Merging with Binary Task Switch Dolan and Chris Brockett

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 1aeeb19a-7b35-4d3a-b6c1-ed12f43d30b4 · outbound

This paper cites 1-bit wavenet: compressing a generative neural network in speech recognition with two binarized methods.

Less is More: Efficient Model Merging with Binary Task Switch 1-bit wavenet: compressing a generative neural network in speech recognition with two binarized methods

Reference 10

Resolution
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raw_fallback, observed 2026-08-12T13:53:17.656112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation fb971d54-6570-4514-9fa7-3aa2314dadf7 · outbound

This paper cites The third PASCAL recognizing textual entailment challenge.

Less is More: Efficient Model Merging with Binary Task Switch The third PASCAL recognizing textual entailment challenge

Reference 11

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raw_fallback, observed 2026-08-12T13:53:17.622239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 007f1b76-f637-4111-ae41-c08ac8f0d81c · outbound

This paper cites Differen- tiable soft quantization: Bridging full-precision and low-bit neural networks.

Less is More: Efficient Model Merging with Binary Task Switch Differen- tiable soft quantization: Bridging full-precision and low-bit neural networks

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.600246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 437f1550-8d22-4257-b260-7f8fd59b7b6a · outbound

This paper cites Gradient reweighting: Towards imbalanced class-incremental learning.

Less is More: Efficient Model Merging with Binary Task Switch Gradient reweighting: Towards imbalanced class-incremental learning

Reference 13

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raw_fallback, observed 2026-08-12T13:53:17.561929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 09917090-ec3f-44ff-bac7-679424b84704 · outbound

This paper cites Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification.

Less is More: Efficient Model Merging with Binary Task Switch Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification

Reference 14

Resolution
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raw_fallback, observed 2026-08-12T13:53:17.525254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e5eaacff-cf0c-40d8-913b-fca3d80373a0 · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch Emr-merging: Tuning-free high- performance model merging

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.475808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 57d5d1f1-990d-4d03-8657-08912c246bb8 · outbound

This paper cites Editing models with task arithmetic.

Less is More: Efficient Model Merging with Binary Task Switch Editing models with task arithmetic

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.428184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 917425a6-6e4a-4682-a4a4-9606ecd88cff · outbound

This paper cites CLAP4CLIP: contin- ual learning with probabilistic finetuning for vision-language models.

Less is More: Efficient Model Merging with Binary Task Switch CLAP4CLIP: contin- ual learning with probabilistic finetuning for vision-language models

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.385282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e467d3ba-59b3-4599-9886-72b4898e5214 · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch Dataless knowledge fusion by merging weights of language models

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.356781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 43705e36-01ea-428b-a800-272883ec70fd · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch REPAIR: renormalizing permuted activations for interpolation repair

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d004b4cd-23fb-4cf1-a3bb-06d0e1c8a6a0 · outbound

This paper cites Warping the space: Weight space rotation for class- incremental few-shot learning.

Less is More: Efficient Model Merging with Binary Task Switch Warping the space: Weight space rotation for class- incremental few-shot learning

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.295094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f5d89ed8-0278-4ba6-9054-87efa284fa4a · outbound

This paper cites 3d object representations for fine-grained categorization.

Less is More: Efficient Model Merging with Binary Task Switch 3d object representations for fine-grained categorization

Reference 21

Resolution
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raw_fallback, observed 2026-08-12T13:53:17.258341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 997fb751-f852-40ac-808c-04e970a76ddc · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch Learning multiple layers of features from tiny images

Reference 22

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unresolved
no resolver link, observed 2026-08-12T13:53:15.383057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 74b2bc58-6a8f-49e5-8fe7-9abc12ce9572 · outbound

This paper cites an unresolved cited work.

Less is More: Efficient Model Merging with Binary Task Switch Unresolved cited work

Reference 23

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unresolved
raw_fallback, observed 2026-08-12T13:53:17.170298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 56f4cf15-f416-46e0-9e92-0b36e9a55b50 · outbound

This paper cites Fully quantized network for object detec- tion.

Less is More: Efficient Model Merging with Binary Task Switch Fully quantized network for object detec- tion

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.134811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cb933e3e-a601-4c60-aba2-b1fca2bc4b60 · outbound

This paper cites Roberta: A robustly optimized BERT pretraining approach.

Less is More: Efficient Model Merging with Binary Task Switch Roberta: A robustly optimized BERT pretraining approach

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.109939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 46bf2c86-5330-46ca-81d0-5739097c3521 · outbound

This paper cites Bi-real net: Enhancing the perfor- mance of 1-bit cnns with improved representational capabil- ity and advanced training algorithm.

Less is More: Efficient Model Merging with Binary Task Switch Bi-real net: Enhancing the perfor- mance of 1-bit cnns with improved representational capabil- ity and advanced training algorithm

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.080946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a761eae4-1795-4236-980d-ae1dea765870 · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch Twin-merging: Dynamic integration of modular expertise in model merging

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.048019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 83f2d20f-c090-46e0-b7cb-901bb856ca64 · outbound

This paper cites A&b bnn: Add&bit- operation-only hardware-friendly binary neural network.

Less is More: Efficient Model Merging with Binary Task Switch A&b bnn: Add&bit- operation-only hardware-friendly binary neural network

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.006228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 1d157156-5088-4728-91f1-55184c50e577 · outbound

This paper cites Bagdanov.

Less is More: Efficient Model Merging with Binary Task Switch Bagdanov

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.970627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cf812b3e-f879-4e74-a799-d59d1050fc75 · outbound

This paper cites Merging models with fisher-weighted averaging.

Less is More: Efficient Model Merging with Binary Task Switch Merging models with fisher-weighted averaging

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.912804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 33fe7580-2ea4-4a50-8a8c-48b2ff11dfc8 · outbound

This paper cites Reading digits in natural images with unsupervised feature learning.

Less is More: Efficient Model Merging with Binary Task Switch Reading digits in natural images with unsupervised feature learning

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.874761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.502600Z digest=sha256:c2130a454a77631d77e035e1922f16e306cd6fa0cbefe08db2fff2c0d562331d

Observation facb42b3-9cc4-4102-82b0-0e7cd0c966df · outbound

This paper cites Binary neural networks for speech recognition.

Less is More: Efficient Model Merging with Binary Task Switch Binary neural networks for speech recognition

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.840643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 9da7d10b-549c-41c9-b044-12a79b558b62 · outbound

This paper cites an unresolved cited work.

Less is More: Efficient Model Merging with Binary Task Switch Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:53:16.807228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.520697Z digest=sha256:231d2a1a55aa235f508d557dec108ac1a9449679c8d050ebbbddb269751495d5

Observation 029a373a-4851-4de5-8ed7-095408886f9a · outbound

This paper cites Learning transferable visual models from natural language supervision.

Less is More: Efficient Model Merging with Binary Task Switch Learning transferable visual models from natural language supervision

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.774693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.530278Z digest=sha256:4313bee2a4d85841d1b6fc2f4e523b93d273d4a49429835bc81497e002bffa02

Observation 5e0f6897-d12b-44ba-8c31-172bd84893e5 · outbound

This paper cites Squad: 100, 000+ questions for machine com- prehension of text.

Less is More: Efficient Model Merging with Binary Task Switch Squad: 100, 000+ questions for machine com- prehension of text

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.730882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.541967Z digest=sha256:cc5e72c757ef1d62c32e47d941272d8bf82b1579e7f25bc7c16e128a773df8ae

Observation 6d5c9d66-ed77-417f-82ef-5799fdc073b9 · outbound

This paper cites Xnor-net: Imagenet classification using bi- nary convolutional neural networks.

Less is More: Efficient Model Merging with Binary Task Switch Xnor-net: Imagenet classification using bi- nary convolutional neural networks

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.705912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.556738Z digest=sha256:2a5ef8b03afb08f133c0e4b1d2d92b03ecafdc7ec1328f2dc16b65a3c229709d

Observation 7cc4497a-4205-4a20-ba26-2d3b27059b6b · outbound

This paper cites Dandekar S.

Less is More: Efficient Model Merging with Binary Task Switch Dandekar S

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.659100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.580465Z digest=sha256:10a73a041704202e5aeda606ad8b3e6c7f780fa2b24a15240c309c6e492a0890

Observation c7376d35-9d3d-4d10-a34c-9997e2764743 · outbound

This paper cites Manning, Andrew Y.

Less is More: Efficient Model Merging with Binary Task Switch Manning, Andrew Y

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.621153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.588559Z digest=sha256:fa40a819ca96a4229e7e96e05c4f2c49173d81a0efe6d3ca6016c4ee66f79199

Observation bbcc7cc3-5e65-47ec-9af5-3a37d3f32d12 · outbound

This paper cites The german traffic sign recognition bench- mark: A multi-class classification competition.

Less is More: Efficient Model Merging with Binary Task Switch The german traffic sign recognition bench- mark: A multi-class classification competition

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.578054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.601059Z digest=sha256:c9c13e4e720758f6d3438c389a32c76f562a9cfeef4e17c5c2cbc0443059bec2

Observation 37950f84-d8cd-482d-bb8f-0c5f04f1bce1 · outbound

This paper cites Fast object detection based on binary deep convolution neural networks.

Less is More: Efficient Model Merging with Binary Task Switch Fast object detection based on binary deep convolution neural networks

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.534840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.608288Z digest=sha256:c3928bcfc331192d59d0cf487e38885106daa0892d5c964cbbfb89d4382d3b4a

Observation d3c0529c-ba53-4e11-ba41-e77795c2caa8 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Less is More: Efficient Model Merging with Binary Task Switch Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T13:53:15.615857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:53:15.615857Z digest=sha256:f1a11a34444cb5a135e4e9f97202be86b9d254fb6aa34af8db99606f641a2cbb

Observation 61072640-68a3-4786-beca-5c12f020d65a · outbound

This paper cites Correa, Carlos Hinojosa, and Henry Arguello.

Less is More: Efficient Model Merging with Binary Task Switch Correa, Carlos Hinojosa, and Henry Arguello

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.502378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.623165Z digest=sha256:a952c763ba9dc875abd2d24ff69b02c9a7d4da303a6edaef507adbd15b2a243a

Observation 444b0b55-c439-429d-a64f-8c10f6c3e310 · outbound

This paper cites an unresolved cited work.

Less is More: Efficient Model Merging with Binary Task Switch Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:53:16.452561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.631901Z digest=sha256:cdd235d79f809cbff17292ae58c3faa05f929ef6d67e2db264371dae88f271ea

Observation efa23abf-84d2-42ad-98a2-c750637bb3a5 · outbound

This paper cites an unresolved cited work.

Less is More: Efficient Model Merging with Binary Task Switch Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:53:16.416127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.644966Z digest=sha256:5e9da67febef76bd00ea7e0073c3d4dfcb919c17e4253c4a8fe1c7a33fb88c23

Observation 384d6dbd-9f28-47be-a114-5b07b07da930 · outbound

This paper cites an unresolved cited work.

Less is More: Efficient Model Merging with Binary Task Switch Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:53:16.390773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.656741Z digest=sha256:cba1e44380545d27b517e3bcf7df75b2797034b1e67343b68384a2d843e991a2

Observation 7e89f990-8b23-44c2-94ff-fd8fdbdc02c1 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Less is More: Efficient Model Merging with Binary Task Switch HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T13:53:15.667466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:53:15.667466Z digest=sha256:08f32700aa948f5eeb7d49ded1b4495131325abcb05d5b35b9bd2b044aeeb67b

Observation 189f7c95-fd39-4229-9f53-9896df995850 · outbound

This paper cites Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, and Ludwig Schmidt.

Less is More: Efficient Model Merging with Binary Task Switch Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, and Ludwig Schmidt

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.358694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.674227Z digest=sha256:f10fc8bc4d1cf88d99af4140c2519e17e05e9c66131559d302e80d10fa1a0e8e

Observation 4fd15fc6-5211-4075-8e11-cba626335c5e · outbound

This paper cites Binary deep neural networks for speech recognition.

Less is More: Efficient Model Merging with Binary Task Switch Binary deep neural networks for speech recognition

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.323753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.683289Z digest=sha256:d217bad7571a509a42727e6f5ded9e245029f4afde9b31e39896011219de2e2a

Observation 075c17bc-51aa-4df3-9499-86c506794056 · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch Ehinger, Aude Oliva, and Antonio Torralba

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.288503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.691891Z digest=sha256:e17e0f5e0eb412b4390524e301dd6d97d49602edaecd63eb789a83308f89baec

Observation 002e047b-0e87-42bd-abb6-acec313c90bb · outbound

This paper cites Raf- fel, and Mohit Bansal.

Less is More: Efficient Model Merging with Binary Task Switch Raf- fel, and Mohit Bansal

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.253253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.699839Z digest=sha256:b0d0e47ec38dadbbec885a3162b6472408c7241b61774d33a8097261e853c7a9

Observation 9d92dca9-2bed-478b-a46f-ed5cf19963fc · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch Adamerging: Adap- tive model merging for multi-task learning

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.216567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.707306Z digest=sha256:ae4fd825680a9b592b19fa61806df23b9c17d3ca7e351c2a69f4239929206121

Observation acc308c2-816a-494e-99a3-c7f53f29bb14 · outbound

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

Less is More: Efficient Model Merging with Binary Task Switch Language models are super mario: Absorbing abilities from homologous models as a free lunch

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.187140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.718083Z digest=sha256:52f42bca1c673070488dc084f42d5f59fab8d8884e12ecb9890b2d058672a0d2

Observation e2147416-9837-4fc6-963b-85f42e75f60a · outbound

This paper cites Lq-nets: Learned quantization for highly accurate and compact deep neural networks.

Less is More: Efficient Model Merging with Binary Task Switch Lq-nets: Learned quantization for highly accurate and compact deep neural networks

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.132736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.729900Z digest=sha256:cedc3fb96546339d85163dee4b5af140f9c3a74b49452556337f57e30e9902e6

Observation 0c033bc8-05fa-4bfc-84b7-459b70304009 · outbound

This paper cites Preventing zero-shot transfer degradation in continual learning of vision-language models.

Less is More: Efficient Model Merging with Binary Task Switch Preventing zero-shot transfer degradation in continual learning of vision-language models

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.103772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.743676Z digest=sha256:792d12aeb8217005f80014e93bf4d0065d4656e60ed7449f5e692a79d1f82f47

Observation faca9394-f72e-44f2-83ad-c5a5c496b910 · outbound

This paper cites Dorefa-net: Training low bitwidth convo- lutional neural networks with low bitwidth gradients.

Less is More: Efficient Model Merging with Binary Task Switch Dorefa-net: Training low bitwidth convo- lutional neural networks with low bitwidth gradients

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:16.081685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.751172Z digest=sha256:3c52cd6cb190609f2abe0d9358c49ed4e9c40b26cc7941763839ddd4480cad59

Observation 9ddd961c-0599-44bc-a36a-7cb554964876 · outbound

This paper cites an unresolved cited work.

Less is More: Efficient Model Merging with Binary Task Switch Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:53:16.025252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.770736Z digest=sha256:a05f07e288d6d357cd34cb6cbc48b94df4d08ed48e8c6d2f874adbbc6d704c88

Observation c0a52402-3e95-4bf9-a4bb-9296f79d183a · outbound

This paper cites To evaluate the effectiveness of our method in merging larger mod- els, we conducted experiments on eight visual tasks using the ViT-L/14 model.

Less is More: Efficient Model Merging with Binary Task Switch To evaluate the effectiveness of our method in merging larger mod- els, we conducted experiments on eight visual tasks using the ViT-L/14 model

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:15.995336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.778229Z digest=sha256:97f4b806bf9c895bdb07d78dc0a4dcbcd1b2441bc633f53a4717c5c978953b66

Observation 452fc905-036f-4fa8-a7ad-8aed60e15550 · outbound

This paper cites an unresolved cited work.

Less is More: Efficient Model Merging with Binary Task Switch Unresolved cited work

Reference 2016

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:53:16.055541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:53:15.757408Z digest=sha256:8aa00eabb99176e8889064a499ff078c268e6787348f2c962e1950c333d6d527

Pith citing papers

Observation f3674d06-30a5-4351-97ee-7d1cc350fdd0 · inbound

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

FREE-Merging: Fourier Transform for Efficient Model Merging Less is More: Efficient Model Merging with Binary Task Switch

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T13:08:38.614160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:08:38.614160Z digest=sha256:f0c4d37b4f75419e64492bc8cc4b0c94f30264af107f4d38b456555214021ebb

Observation 4b89969d-936b-4c77-937a-651b5a03df50 · inbound

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

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging Less is More: Efficient Model Merging with Binary Task Switch

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T15:18:15.177560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:18:15.177560Z digest=sha256:1517b1975c723d91665c9f7d7a98168f0b95ab2c963ef97f92f2d789f0fb2c5b

Observation 204fdf66-f137-4891-80f2-715421b6e7ec · 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 Less is More: Efficient Model Merging with Binary Task Switch

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:08:12.894164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-13T20:05:53.769660Z digest=sha256:c48f2cdcd470faf805cbf5179899194e358135ad7571816d5e39f09eb7efe8c0