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Paper Citation Record · LEDGER

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2506.14468.

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

pith.paper-citation-record.v1
2506.14468 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:21:49.505322Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

  • verified exact1
  • verified fuzzy28
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1947d67-2f2a-4ba6-9952-5049fbf5f642 · outbound

This paper cites Video-based facial micro-expression analysis: A survey of datasets, features and algorithms,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Video-based facial micro-expression analysis: A survey of datasets, features and algorithms,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:22:00.392883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 54236bb2-c376-4802-bb9e-fec299b0b845 · outbound

This paper cites How fast are the leaked facial expressions: The duration of micro- expressions,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition How fast are the leaked facial expressions: The duration of micro- expressions,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-07T00:22:00.166166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:45.284841Z digest=sha256:674db7ebb5ce6c581c9c1cc0b44b05cdb448b1a65b556a304ccfa2d8e2883b55

Observation e359dd85-b29a-45c2-906b-229f49b9040b · outbound

This paper cites an unresolved cited work.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Unresolved cited work

Reference 3

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unresolved
raw_fallback, observed 2026-08-07T00:21:59.726830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:45.446813Z digest=sha256:6809698bb3b39669a4ee5e4d38d1b1e09264117219c46137729f2b9275d465fa

Observation ba3b80d4-7187-4f6f-8357-185f20e3d4c7 · outbound

This paper cites Elderly depression recognition based on facial micro- expression extraction.,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Elderly depression recognition based on facial micro- expression extraction.,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:59.329383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:45.584754Z digest=sha256:d3cc8cefd788e1d21acc7bc9f7048b9d851c712118e3df2b544a8dfdfc5546e8

Observation 992f0cc0-7720-4640-a644-023aa7a26977 · outbound

This paper cites Shallow triple stream three-dimensional cnn (ststnet) for micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Shallow triple stream three-dimensional cnn (ststnet) for micro-expression recognition,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:58.984822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:45.714165Z digest=sha256:f772bac806fb5749fa941c7e2c8f61af612d204928c67c298ef591b1a61455d8

Observation d265c857-c1eb-4496-a512-47f335e3f5b9 · outbound

This paper cites A two-stage 3d cnn based learning method for spontaneous micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition A two-stage 3d cnn based learning method for spontaneous micro-expression recognition,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:58.674749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:45.846268Z digest=sha256:4d4f538831d24e816dc0ff1810657a973dac767fc366cc9dd38ae659fffd4265

Observation faa6e1d8-61df-48d0-a50b-b60704ffb058 · outbound

This paper cites Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:58.334753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:45.992421Z digest=sha256:9a84902df6a5ca6b41a5775937e0af1758ec9c0740c8f58e0d446a6a383dbc37

Observation 89acb08f-9af9-4538-9db5-2473546fbd4b · outbound

This paper cites A novel magnification-robust network with sparse self- attention for micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition A novel magnification-robust network with sparse self- attention for micro-expression recognition,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:57.834834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:46.144826Z digest=sha256:8fcf4ce1143e6bf3700fbdfbd8cd9eae6ce376f2dfd85c0b813e1fab0d19fb26

Observation 0799e596-0aca-48af-9768-a6f32a00fa7b · outbound

This paper cites Mfdan: Multi-level flow-driven attention network for micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Mfdan: Multi-level flow-driven attention network for micro-expression recognition,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:57.574765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:46.245436Z digest=sha256:b0db3a62f832df9adc6f0a8e39626dcd8218c78b1fcf75f164328f05e17e2e53

Observation 39f23382-124e-4a75-841e-f20468f2d195 · outbound

This paper cites Htnet for micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Htnet for micro-expression recognition,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:57.185125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:46.394899Z digest=sha256:bd4632a767081a8dcdcf5de09dd53a28d15b875bed59e81c37db7550cca9628f

Observation 9440c754-3e3c-4da7-95d3-9978c392ab58 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 11

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unresolved
no resolver link, observed 2026-08-07T00:21:46.555729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:21:46.555729Z digest=sha256:1a7f6d06872c4e915d3cfb6b0c136081a0dd61d5f70196480e54d4cbd1482dc3

Observation 72755064-f8c4-4b73-a26e-5078b76b54c8 · outbound

This paper cites A new approach to linear filtering and prediction problems,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition A new approach to linear filtering and prediction problems,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:56.914839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:46.755894Z digest=sha256:6d2d3c7c227c53c6576ecabbfed126451055fffd55961ef7da2bff84ceb341b9

Observation 71d92585-ac7f-4e0f-a1a4-43cf3f72400c · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 13

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unresolved
no resolver link, observed 2026-08-07T00:21:46.903618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:21:46.903618Z digest=sha256:5e526cdb1862fa739ebcf4a2c1c963d5c19025876dfacb3e0bb31677b5d61fd0

Observation 0b5213fb-d505-4df8-b76a-6a418f4018ff · outbound

This paper cites Vmamba: Visual state space model,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Vmamba: Visual state space model,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T00:21:47.014822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:21:47.014822Z digest=sha256:2209cdd88d5d8d3820ea58a96dc2ddd95030ef470bbc4d226606a02f98fece37

Observation 85c8ae2f-c6ba-4971-8968-86777a0cabed · outbound

This paper cites Mambavision: A hybrid mamba- transformer vision backbone,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Mambavision: A hybrid mamba- transformer vision backbone,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:56.625852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:47.135081Z digest=sha256:23c96ac4b937a9942e1d28c707100fc855465277ae9ffc56fba8bd8ccbe34d30

Observation 686738eb-045b-409c-bce2-4a9dbae9be8b · outbound

This paper cites Facial action coding system,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Facial action coding system,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:56.308493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:47.264847Z digest=sha256:0325cf1425542b70240a56a4d627c51314bcdeb80110cc2f0a23b660e81c39d8

Observation 2b8dd9f2-a802-42b2-93bf-22906f9bc764 · outbound

This paper cites Localmamba: Visual state space model with windowed selective scan,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Localmamba: Visual state space model with windowed selective scan,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:55.956306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:47.402790Z digest=sha256:03ad061cd2dd990a49f04a53b41b8fa139ec1d0bf0a4dc898756e20f47ffabf4

Observation 6f5c8ab4-1eab-46bc-ae09-8c0ba5b32ce0 · outbound

This paper cites PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T00:21:47.602052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:21:47.602052Z digest=sha256:a5edca3efc91e09ba9c7ab96f92b069b43dde53824241f5342c068fed41aea35

Observation 66767a97-71bd-4d1e-8d4d-d301c3f78e91 · outbound

This paper cites Dynamic texture recognition using local binary patterns with an application to facial expressions,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Dynamic texture recognition using local binary patterns with an application to facial expressions,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:55.619514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:47.691766Z digest=sha256:a0b8104e6894660445c7b2f395ab692c8ecbfe28b9e40acbd01a65393dfd06de

Observation fa7f99c4-bb60-4aa7-9818-b5b53219476b · outbound

This paper cites Less is more: Micro-expression recognition from video using apex frame,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Less is more: Micro-expression recognition from video using apex frame,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:55.395582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:47.864946Z digest=sha256:e5b2d06977bf23ef2b10b7ba521b66ecba3c46e2f8fd9c5a20841b796e9412ef

Observation 886121eb-d234-4823-8f42-30f5596e9260 · outbound

This paper cites A main directional mean optical flow feature for spontaneous micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition A main directional mean optical flow feature for spontaneous micro-expression recognition,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:55.177769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.007472Z digest=sha256:75b856ff3c04f78575a7d24ead8ec6afa2f4039553a00cdae5f11076ea59cc6c

Observation c5983345-f2f4-4cdb-ad30-6ef68a0b3835 · outbound

This paper cites Micro-expression recog- nition with small sample size by transferring long-term convolutional neural network,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Micro-expression recog- nition with small sample size by transferring long-term convolutional neural network,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:54.884753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.070944Z digest=sha256:8b46412d9ed34bb122e7d04c7bd0e9500e2e18d7c417708450c3a6d64630cf01

Observation 1c1b1c6b-b997-484a-9c78-fb16cef1d0a9 · outbound

This paper cites Me-plan: A deep prototyp- ical learning with local attention network for dynamic micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Me-plan: A deep prototyp- ical learning with local attention network for dynamic micro-expression recognition,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:54.189093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.174753Z digest=sha256:0b8e345d6150320bc6c2b1e9f7823ce30df71b0db7bfab7f7bcc80d18e37600e

Observation a17eae65-4d1f-4dee-9873-c879ac15ae9a · outbound

This paper cites Short and long range relation based spatio-temporal transformer for micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Short and long range relation based spatio-temporal transformer for micro-expression recognition,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:53.864953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.266835Z digest=sha256:f6657ae49307d678e82309658d70a4e36ea8f7a7ee856d114bbceac59a67f423

Observation 2c11dfec-7011-49f6-a7f3-1d9065c20bc1 · outbound

This paper cites A duality based approach for realtime tv-l 1 optical flow,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition A duality based approach for realtime tv-l 1 optical flow,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:53.444757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.384965Z digest=sha256:12fc32c034248543f101543f4996909bd4f09b0a96f002649b74a1101b15b1d3

Observation 0f9b1c1e-6d27-4d8e-ac78-7f67ea30fa75 · outbound

This paper cites A spontaneous micro-expression database: Inducement, collection and baseline,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition A spontaneous micro-expression database: Inducement, collection and baseline,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:53.024858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.445001Z digest=sha256:90f9df586dcce3b3a82dcf7418b3281e8f820b6237be2432e7aaec4af2621c52

Observation 9c681294-b6fe-4865-9688-fde68147f3dd · outbound

This paper cites Casme ii: An improved spontaneous micro-expression database and the baseline evaluation,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Casme ii: An improved spontaneous micro-expression database and the baseline evaluation,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:52.694751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.550619Z digest=sha256:926e8fcdef22ffb51cfd06efa4e39960f92c78d1544c11c0fe97b0ae4db3c509

Observation 49783194-355e-4cc7-bd77-5a278d91977f · outbound

This paper cites Samm: A spontaneous micro-facial movement dataset,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Samm: A spontaneous micro-facial movement dataset,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:52.385154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.670551Z digest=sha256:3c5dc673c7d89bdd2f254fd21151b8294db7f516ced3493a7a4a0a888f3ac426

Observation 900f480b-99b6-41d2-9ff3-20dc47661b77 · outbound

This paper cites Megc 2019–the second facial micro-expressions grand challenge,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Megc 2019–the second facial micro-expressions grand challenge,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:51.936279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.775606Z digest=sha256:d8dd98d84688625f9ff3b9a8e493d46c75379e645b6350c46d05a41a7c21f30e

Observation 377923f6-4642-4824-8e92-9349e2855082 · outbound

This paper cites Dfme: A new benchmark for dynamic facial micro-expression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Dfme: A new benchmark for dynamic facial micro-expression recognition,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:51.564834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:48.914818Z digest=sha256:d91caa52f0f238a3390159237ac0836e34860a6ba01ad9297405f2fbc7a701a6

Observation 41988b9a-1c61-4e49-ab97-e90771469f81 · outbound

This paper cites Dy- namic micro-expression automatic recognition challenge on the fourth chinese conference on affective computing,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Dy- namic micro-expression automatic recognition challenge on the fourth chinese conference on affective computing,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:51.212564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:49.134827Z digest=sha256:e63e8674cf8a4bf81549d53def02bc628f8ddd14fe2c7ba1a2351affe1e77191

Observation cd246f5a-6e6e-4257-88e7-98f8e0b0000d · outbound

This paper cites Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:21:50.954753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:49.286194Z digest=sha256:b36cdf76b61c798d8a821f47a0ed056df7846262b02bbe52277d4281cb5f6b6d

Observation cb08f0aa-ea87-47ba-b368-c8795b6d464e · outbound

This paper cites From Macro to Micro: Boosting micro-expression recognition via pre-training on macro-expression videos.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition From Macro to Micro: Boosting micro-expression recognition via pre-training on macro-expression videos

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:21:49.872202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:21:49.390324Z digest=sha256:3c8ab81fe1af81178ecc9efc1a2b41639498d959541a0d5b6ce4a4556f76b856

Observation 753c8d1d-4c62-412a-81d0-997b3b78abb8 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization,.

MERba: Multi-Receptive Field MambaVision for Micro-Expression Recognition Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 34

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raw_fallback, observed 2026-08-07T00:21:50.638437Z

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source=pdf_text observed=2026-08-07T00:21:49.505322Z digest=sha256:a10c45d3a87bd0e82fffcedb3fe1c3ec90263be35a3a5bd4785b5df465737122

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