Pith. sign in

Paper Citation Record · LEDGER

Less is More: Efficient Model Merging with Binary Task Switch

As of 16 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 2026-08-15T06:32:42.880941+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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.949046Z

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=2026-08-12T13:53:15.187455Z digest=sha256:23ad3c5fd242688a57bae6e133581fcad9b0b36189901c6996285ed1f77851bb

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:53:15.195536Z digest=sha256:1735b570d0d1e2fcb638991b304211fe3dc6716fc4231526e5c59762cd7ef1bd

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.913864Z

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=2026-08-12T13:53:15.202562Z digest=sha256:9d92205f891c3c2021a70abbdee1695e540d8f94e52f7fda1fe00a66a98d4a2c

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.843014Z

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=2026-08-12T13:53:15.209603Z digest=sha256:985e9bd78dd75aa2594f594556f292302242f2016f82b6d9c312c560cf57b0a5

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

Resolution
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=sha256:5964fc13d4b1713d438e91f2fa2353243c2b815a3b96664330bd6ee07f8547b6

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

Resolution
verified fuzzy
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.223831Z digest=sha256:fd6a2ff8eae2541573f6688d8fc795c03389535b992f5f4f92ff9200644e489d

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.788664Z

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=2026-08-12T13:53:15.232084Z digest=sha256:f0343e7cd2419bfedf090c9b6fc34474527504065c6aa930b05ea1a3e77d8920

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.238764Z digest=sha256:c7027058b993f1ac8e4ee2774dc1bdd77ef3b5c84edd53ad8b0122f7f646c0bc

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.689164Z

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=2026-08-12T13:53:15.252488Z digest=sha256:a80c732bbde230808d6812b8c652462147e88b43f0ea41314c164891ce470428

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
verified fuzzy
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.258498Z digest=sha256:74382b31bac3554bbd57370e724de7b0042132d0d3d1e2fd89eff245a277f2c8

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

Resolution
verified fuzzy
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.264923Z digest=sha256:2ae41da58bbc3979cc75ef9d0585720646ee0c14fe64ebdd1dfe096f68af50e2

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.273562Z digest=sha256:e62f243d200dee6b8147fab0742e2c36edc22e37bc7fe9399b9b8ef7d2d2407e

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

Resolution
verified fuzzy
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.286862Z digest=sha256:e345aa8208eed9562ff870e036756f0be4e852e3830450043c1dd1e7586d525c

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
verified fuzzy
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.293611Z digest=sha256:28ebb1e4797d113b1fbea75f82d73bcb66d4c200726d4d4231aea5a9dd0b7c23

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.303551Z digest=sha256:87e94b38c012d9682aa113e1e222c7224469e0a97fa071a709b6478e119b4307

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.310441Z digest=sha256:2832f0da29cefa30bb0a75c35c6d07e753de1ccf848d3adcf7fedc142af9c14b

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.320727Z digest=sha256:2012e61abc6fda59f7d29f1f360920c7beacec53f075980f460a28b97ed89398

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.332860Z digest=sha256:983cf94dcc51724c86adc4b3fc1979ce00d13a3a74670dab9dac9bbad2d9449a

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
verified fuzzy
raw_fallback, observed 2026-08-12T13:53:17.328738Z

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=2026-08-12T13:53:15.347760Z digest=sha256:90bde1129d66217a5f892952aab781ec4f666e58fd3bf52b54f171840897b28b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.358428Z digest=sha256:81c08ad46b3a5688256eb511716a2136756919790783f07e76e32eedd4ff954e

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
verified fuzzy
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.374954Z digest=sha256:904d3f49418284d6c7bccbb788a8f79fc5e1724af55d3e17024b72c5f99255f9

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:53:15.383057Z digest=sha256:ffa4b56354a170c16d39a22b25edfd31eace15337f1b2d3424b812554f869281

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.400331Z digest=sha256:d135c0d935aab1cd920b18387b4d0d084b048d0815958170900acfb441bd9642

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.410167Z digest=sha256:9b9bbd7f27cf698b3e288a8e1d463bf15426577bd10164a31f39fc5ef3b01653

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.424266Z digest=sha256:19c84df169c00dddac6c8eaabb706670bee2b50242cbf427d2a2bddccbac7fff

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.445877Z digest=sha256:0744ef38d71ecb5e6bfa28c16c1e97144af3a98d9e6c5fcaf355888d8c69025e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.453846Z digest=sha256:4c5fe308837dc59d4844aded56ff69e0f378043bace84d4b0258f189f6f30b8e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.467796Z digest=sha256:6b232da3f68a7b39f609725ef4530d388a2891f51034417dfbd5f208a8372085

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.476582Z digest=sha256:7c07819daefe616c41b1428e6f42455718931cd6fa90a1f8b749b0acf2f62060

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.493285Z digest=sha256:7d1beca13e47807414a9e5109ab522ea199810be4540f1745adb39dbd4051e7e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.502600Z digest=sha256:a9dd735bbb6c2748bfd8ba8f1f345e0d4b6f15ab69af6e44a8c794005c0a773a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.508178Z digest=sha256:d536d8fa252055a31ac0da4206ec4b5bf8937240ead4ab143ef6817d154bea4c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.520697Z digest=sha256:305d195abf55aceb93dab744344137ab46225f9b4d0f28a786049eafa0ef9368

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.530278Z digest=sha256:dfcc265e0e28240e3a7949bdab7c9baef95f8424f4d24360407f2fc783b39266

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.541967Z digest=sha256:d1f72e9c6448b35dc94d421b06c8ecbdf4003f7787f41178b6188595e00639d4

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.556738Z digest=sha256:e8d9fc28806bdee4796a342b73eadd74a46478a7b0c3c8a44e8d5bc1c63bfda1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.580465Z digest=sha256:8b78c161f7870a77115c97d7f2e0f7b0779d9059d226655a8a8b8e99ea58d015

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.588559Z digest=sha256:1c53c70411b8b550bd1216ea985c45d4164681072313ee22801175d97da671e8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.601059Z digest=sha256:b732dd26fdb9981d1117d382120a85b0e043f62cecb9d7a2004c4a5f19bb63d2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.608288Z digest=sha256:a98c2319eb4188bc2d875c7e0dc8a153b858226ae69e2091096cb5361ce86f99

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.623165Z digest=sha256:af8ed14b0d9b2bc6b8af830912d8856ecb59498f5b5d90daa140721937d0052d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.631901Z digest=sha256:ac1c5ce44582a8189dd8ce9aee3c640284a385d126ef58318c4757e1d93aebb8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.644966Z digest=sha256:12e36a95afc3472cfed205d27dfc2d0fa43f4b71807cba3f430a7f74f3ad84db

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.656741Z digest=sha256:0ca4f68f4fc6eeac962036a13407f2e332d728a11be7a4a512b657f2cf5adb1f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.674227Z digest=sha256:1d42a5fdb63b5559c07c30d5dc93659412001631db3a49faabac6e1af9bf2b2c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.683289Z digest=sha256:1777f5fb15a1d21c0099f09431adb704ce1201cc79ef4f047a421831d3538b79

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.691891Z digest=sha256:7aecc146d8824dc5124537afafc284c2fd87e448f8fdd99f745d63121cfd6139

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.699839Z digest=sha256:1b6018bae9b4a145419ec6e42a4ab96c15ca52a7e8b3988ec6030076097bf5ba

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.707306Z digest=sha256:b5ad122c67c0fc073ff990666f05808687377ef6537bfc27e6baef7ce9b7d173

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.718083Z digest=sha256:b258a7df6d16ca57955b3146fbbfb0410677b3a465fd3b2632db285693c93480

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.729900Z digest=sha256:aadbf3872a6c5c2dc010125823118b19c251c2f6581df4621b9f65c9869f7225

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.743676Z digest=sha256:e66aa54608541b6ae092216ba4eafe53a31805185bebacf50137fa70e75c11c2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.751172Z digest=sha256:43e2414dec08ffa2e0734ffbebd2295f0095c7022cf346fc2f46bd55d71672cc

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.770736Z digest=sha256:1a88eb320580430e5e1d057c36228d97669339f2e8836926ab8e8e6eed0430d7

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.778229Z digest=sha256:b92c51c69e32747e8c2f9b6ed98ab6f6ee5a270ed044363a8c4a9e80cd7ca5c3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T13:53:15.757408Z digest=sha256:faebc545441a08bf074ed89cf3e11bd39358d845088675e90c663930b8103a39

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=sha256:2f03eaeec15b93c1505a1152778000e721de9d82f2778661b77d0bbeb93a65a4

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=sha256:6056ce973cdfbfd13433ae64e50933105388bf67edfd081f84bc2c885b35e535

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-13T20:05:53.769660Z digest=sha256:3e224ef42090b4b0b2984725a9084d95253569bf289581721e05e600c626cf74