Pith. sign in

Paper Citation Record · LEDGER

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2507.01384.

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

pith.paper-citation-record.v1
2507.01384 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:58:06.771420Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:40:53.734483Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T03:06:19.435608Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact4
  • verified fuzzy21
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1524d88-db8c-4eec-8bb6-9e54b618e48e · outbound

This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:01.906010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:01.906010Z digest=sha256:b1f7747e7e0c28d9912964c0642bd8a477f3e0a260e1dc86eff4910d38f546c3

Observation 19f18f19-6993-46cf-b4d7-94b87ebe26a6 · outbound

This paper cites Cm-pie: Cross-modal perception for interactive-enhanced audio-visual video pars- ing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cm-pie: Cross-modal perception for interactive-enhanced audio-visual video pars- ing

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.863548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:02.010610Z digest=sha256:9f790381f7ba6fc743835452906a4801e9ab546e6231870646ac1bdb3c115d53

Observation cf45796f-a654-4725-807c-735e07bcc76c · outbound

This paper cites Joint-modal label denois- ing for weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Joint-modal label denois- ing for weakly-supervised audio-visual video parsing

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.570835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:02.075272Z digest=sha256:16586038566a1e57b62b12d55fd3970ec47a5c95a237620424ab86e47d69d029

Observation 560c4621-b056-414b-a676-215b7a3ed103 · outbound

This paper cites Autoaugment: Learning augmentation strategies from data.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Autoaugment: Learning augmentation strategies from data

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.340473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:02.118701Z digest=sha256:afcee8476c3f08b1d4781c0a7c3a97f4dadd76f30b66323eca3936e7497509fd

Observation 2c8e5958-95e2-4ba1-bbc2-991294eacc14 · outbound

This paper cites Randaugment: Practical automated data augmen- tation with a reduced search space.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Randaugment: Practical automated data augmen- tation with a reduced search space

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:02.188493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.188493Z digest=sha256:f72944ef186733daf3860bc2e64986f36871adce2d4f6064c611594a152b3bfd

Observation 452e0cba-d5f6-4472-bb85-350eb5a0da76 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:02.255554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.255554Z digest=sha256:1fb758084cf920c8fc90f21b4b6ffbb9a2774ac8714b87f6b4bb5e5b2b0aa569

Observation ce5ceb2c-df9c-4c00-9e7b-463252d0f3dd · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:02.359791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.359791Z digest=sha256:ffccec549526108ddfe5b32cabc24a4c986caae131258da950ed598da3db4606

Observation 5aeec829-a26a-4c11-8b4a-a7640cf62ed5 · outbound

This paper cites Cross-modal prompts: Adapting large pre- trained models for audio-visual downstream tasks.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cross-modal prompts: Adapting large pre- trained models for audio-visual downstream tasks

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.081426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:02.464731Z digest=sha256:455ae89eaec4f603df82dc15042c476c37255de9b74a3c5338202da9c0ea6651

Observation 226553c4-125e-47df-b314-b453fcafac38 · outbound

This paper cites Revisit weakly-supervised audio-visual video parsing from the lan- guage perspective.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Revisit weakly-supervised audio-visual video parsing from the lan- guage perspective

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.846932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:02.567430Z digest=sha256:bdea324469ece976138b06e84dc5440d1960e0113fb69025ccdcf02f2df53f3a

Observation 73015c3d-b739-4224-aefc-aaec94e1dfbb · outbound

This paper cites Col- lecting cross-modal presence-absence evidence for weakly- supervised audio-visual event perception.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Col- lecting cross-modal presence-absence evidence for weakly- supervised audio-visual event perception

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.607106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:02.639069Z digest=sha256:331303becf04802c4ab012cc2c869f7ee99d058a741e3389a1c3ea6d14e3cf7d

Observation ced513ac-8747-43e7-a380-f0e0a33944b9 · outbound

This paper cites AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:08.144148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:02.742986Z digest=sha256:ff4a8981206e96f40c81d3c065c6a74ed8e597423774f21f98ff18c2a0a427f2

Observation 1a739b27-4492-43ed-a0f6-645d7774e92b · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Explaining and Harnessing Adversarial Examples

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:02.882381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.882381Z digest=sha256:92c069c2d2fb6f8af38b081679ae4988410108d2396b3de9b311f83514f04c34

Observation 151aea69-dc35-4d0a-a214-421f773f98c9 · outbound

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

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:02.986186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.986186Z digest=sha256:80b0f25511f03ae1c698fc97cbf7bf01871d78ce3d6b8b3f26bbe5f046b1e274

Observation bec3576d-f24e-49b7-bed3-54c3068c74da · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Efficiently Modeling Long Sequences with Structured State Spaces

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:03.089617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.089617Z digest=sha256:a37baa3d9ca6710030f5a8219fa844de362270d14c7e61ca888e203f5d8dc7a7

Observation f9d2b1b8-0d15-4049-857e-bb6fea2968ad · outbound

This paper cites Combining recurrent, convolutional, and continuous-time models with linear state space layers.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Combining recurrent, convolutional, and continuous-time models with linear state space layers

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.324169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:03.194398Z digest=sha256:d8068f81ca5a8fdd5a20104fb34ff0c47407d93119a735ff98e46df25297d368

Observation 0b33f58f-cfac-4ef9-93c0-2674aa8c290d · outbound

This paper cites Liquid Structural State-Space Models.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Liquid Structural State-Space Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:03.300791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.300791Z digest=sha256:357e046e02883718534fbda7452b3d58567131d0e64bb5b5514efdc6c021cad5

Observation d2e70f55-3791-4d6a-afba-899058713594 · outbound

This paper cites MambaVision: A Hybrid Mamba-Transformer Vision Backbone.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:03.377920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.377920Z digest=sha256:b96ece10b5028fc20c9134b469462d7153760044c13958333d51f4ed4396076f

Observation e2dc4534-61f6-4fe7-bdc7-f9fd3e26e966 · outbound

This paper cites Deep residual learning for image recognition.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Deep residual learning for image recognition

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:03.489721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.489721Z digest=sha256:d067ba2a252871fb47c09cd1afd610b68903ee8db855ce20429326242785b368

Observation 27fe4404-ecc1-4c00-ae4b-1174922e344c · outbound

This paper cites AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:03.569426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.569426Z digest=sha256:624d46ef865c00f89fad97a8a87657ad22f6438f3206a94e537a2a21cae3740d

Observation 89cb7c1d-36e9-4b82-abe0-ebb6b891b01d · outbound

This paper cites Cnn archi- tectures for large-scale audio classification.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cnn archi- tectures for large-scale audio classification

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.188755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:03.698324Z digest=sha256:b140540cdfa5b5ae3a57aea4f6291ac786b6d964b9d3387ebd938cc42b1f2e89

Observation 8e53fcd3-3a9c-4f42-96a6-e519130c7bcc · outbound

This paper cites LocalMamba: Visual State Space Model with Windowed Selective Scan.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing LocalMamba: Visual State Space Model with Windowed Selective Scan

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:03.812866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.812866Z digest=sha256:70215ed18e3521570c65c5184b1f75c21d508c0af5b333eb635670b1c1651c29

Observation 9301dcee-7cf8-4901-b4b6-acc4378b16f5 · outbound

This paper cites Learning tem- porally invariant and localizable features via data augmenta- tion for video recognition.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Learning tem- porally invariant and localizable features via data augmenta- tion for video recognition

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.027441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:03.907929Z digest=sha256:7edc294555e11ef1ac2fe9c2b72da178510a332d6b10fd29f944b8f558fdd361

Observation 48ceaf10-62c6-4f91-9ae6-f2f7892359f4 · outbound

This paper cites Modality-independent teachers meet weakly-supervised audio-visual event parser.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Modality-independent teachers meet weakly-supervised audio-visual event parser

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.899372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:04.022837Z digest=sha256:b25ae98871ddc73a082d7e3db43b1547093f6d0ccb0c85182512ef0b025a6b0a

Observation 0cc45d7e-b710-426a-8604-a17bb499f518 · outbound

This paper cites Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:04.083548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.083548Z digest=sha256:2fa9da4862c39fcdcd2598b459e1b8b274c62fedb72adda77d11a361282898ab

Observation 5e794d33-65de-4e8c-96bf-bd59dadc2849 · outbound

This paper cites Jamba: A Hybrid Transformer-Mamba Language Model.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Jamba: A Hybrid Transformer-Mamba Language Model

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:04.186913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.186913Z digest=sha256:5d67787665df8f289e5875f1a75e3a2cdfe9b23576af4b34aba9787c6f343ffb

Observation ef5608eb-864b-42fd-8792-7251e2f8cf24 · outbound

This paper cites Vmamba: Visual state space model.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Vmamba: Visual state space model

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.775664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:04.291318Z digest=sha256:8712faeb071c6cdf73db5fdc34835386a282850b22040ef869c6d3184d7d309b

Observation 65adcd42-ccc8-4f29-a9ab-0883e487c2f5 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Swin transformer: Hierarchical vision transformer using shifted windows

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:04.394262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.394262Z digest=sha256:aa4f38f4a8dc69330f1c617053e0cbbe0ac6869c642c93253d90bd3015f4be27

Observation e6c89b0a-ea2d-470f-b872-c34fa8f808a7 · outbound

This paper cites RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:07.739579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:04.499289Z digest=sha256:dc2af063a5e16f00ac1ec3541be50a00f582c4920f4482452a61548ce0c5dff0

Observation 38faa884-73fb-4956-a11e-51faa5c0e065 · outbound

This paper cites Multi-modal grouping network for weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Multi-modal grouping network for weakly-supervised audio-visual video parsing

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.666464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:04.636366Z digest=sha256:a915c7af68e90158fa76b353333e0f279b006eba6d9e3deacf1428713aa86019

Observation 9c56607c-b636-4ffe-b403-bee1d4f7e3a3 · outbound

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

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Learning transferable visual models from natural language supervi- sion

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:04.777248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.777248Z digest=sha256:2a18b8334d5e7963dc98331f326caa5d9aee97f6a062de82c8494a956a1e3d0e

Observation 655afca1-a5dc-4906-a1e6-e8d47a33df33 · outbound

This paper cites Coleaf: A contrastive-collaborative learning framework for weakly supervised audio-visual video pars- ing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Coleaf: A contrastive-collaborative learning framework for weakly supervised audio-visual video pars- ing

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.519233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:04.890114Z digest=sha256:6ffe86818d2b100e51afbe87ef60c96b65a64045bbb33b02b4e9112985e388a3

Observation 655ab876-e5e7-409e-ad01-f5f0d5185dc8 · outbound

This paper cites Simplified State Space Layers for Sequence Modeling.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Simplified State Space Layers for Sequence Modeling

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:04.971510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.971510Z digest=sha256:01002aed29fa24960cf12f91ea1a4abc795f36802f88fca69ec64b783eb87e8b

Observation 94fc1c35-2f04-4555-a62d-7c0d41389f16 · outbound

This paper cites Audio-visual event localization in unconstrained videos.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Audio-visual event localization in unconstrained videos

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:05.068195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.068195Z digest=sha256:6c29c940cfe8b1fde080823590e2d17462025990725bb096c1466cbd24bf3052

Observation a4ee575d-c746-4e32-8eb6-9f0ad5b9ba5c · outbound

This paper cites Unified mul- tisensory perception: Weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Unified mul- tisensory perception: Weakly-supervised audio-visual video parsing

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.382318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:05.149955Z digest=sha256:b803ffec6cc4d78c1051ccd6d3f199f2c952c94d7afc271ed077f63ba5f3fe7d

Observation 562c4318-668e-41cf-bfb4-410212aa1dc0 · outbound

This paper cites Link: Adaptive modality interaction for audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Link: Adaptive modality interaction for audio-visual video parsing

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.246132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:05.255570Z digest=sha256:7106a2eb127bf643846d1b4544ef78fa7c6e329dbde0d1169f89e29e81213dd5

Observation 0605fbe7-85df-4b97-94d1-f91383469d89 · outbound

This paper cites Cbam: Convolutional block attention module.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cbam: Convolutional block attention module

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.136167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:05.306415Z digest=sha256:9f35bb2b2a2445825b69dd96c93df6cf069bea2ab6c8d51bfadd9b64806aaaf0

Observation 73efefe9-3b44-43bc-b36b-68bdd364fe6b · outbound

This paper cites Exploring heterogeneous clues for weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Exploring heterogeneous clues for weakly-supervised audio-visual video parsing

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:05.398357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.398357Z digest=sha256:0023d8cbc6d28249cdab441f577bb3bb52aa9db5ea0e42af9b46f28ad3624062

Observation 9882aed9-e2eb-40e2-b052-e07aff7e68c0 · outbound

This paper cites Dual attention matching for audio-visual event localization.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Dual attention matching for audio-visual event localization

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.020659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:05.478358Z digest=sha256:837540d7c10ff800181ab1a403b4978e5b6f41c06f9357c4e1535e186d428aa4

Observation 1d827604-f9d1-4ab5-a83f-76e170833c64 · outbound

This paper cites Large-scale con- trastive language-audio pretraining with feature fusion and keyword-to-caption augmentation.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Large-scale con- trastive language-audio pretraining with feature fusion and keyword-to-caption augmentation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:05.570892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.570892Z digest=sha256:c47b014ee1c88143abd32736f480f74b286c83e03354ccc0605651e5e7f9449f

Observation 5ed0db64-e4dd-4aca-90dd-7496901d27f4 · outbound

This paper cites FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:05.643282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.643282Z digest=sha256:d63b28150cf8671f10aa3864ec268b73d367c0326a9025a4972a80b1a9942434

Observation d365f679-fdf1-4cea-b324-81e40585f0ab · outbound

This paper cites Language- driven all-in-one adverse weather removal.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Language- driven all-in-one adverse weather removal

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.921212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:05.718015Z digest=sha256:eae131e6154c9b50a3492f3568ba8292dbd4faa20a925a41a40ad1eb8a52db49

Observation 60fd1cc5-0115-4de8-a785-3cadecebb228 · outbound

This paper cites DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:07.426883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:05.783727Z digest=sha256:92ce576444c0474a2ccc8a916e6ee78781b44db6dbee92221cc534829a97f3a4

Observation d5fd2380-7cf8-4973-af4e-a6605d2aa624 · outbound

This paper cites Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.797355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:05.882496Z digest=sha256:84978f8aa6c4ec1d3f4031b162cde3f88c0134cda6673f4b3b4efa4ff86e69fd

Observation 3d7ce16a-c48d-4525-aaaf-f072feda7598 · outbound

This paper cites Mm-pyramid: Multimodal pyramid attentional network for audio-visual event localization and video pars- ing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Mm-pyramid: Multimodal pyramid attentional network for audio-visual event localization and video pars- ing

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.687711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:06.030283Z digest=sha256:62cf4b50fd74bdc9310e9c4ebab7cefbd4eb45e6197fd381adb2d87a52a8565a

Observation 8b6998f6-0317-4d24-b6c9-93447fb321da · outbound

This paper cites MambaOut: Do We Really Need Mamba for Vision?.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing MambaOut: Do We Really Need Mamba for Vision?

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.156919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.156919Z digest=sha256:e8d699717560297c95670f46062d2cb5948c203e1685210c7a44dfbd37cc7ddf

Observation b0a227d4-5167-4fd2-b780-5e17d58baadf · outbound

This paper cites Cutmix: Regu- larization strategy to train strong classifiers with localizable features.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cutmix: Regu- larization strategy to train strong classifiers with localizable features

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.453348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:06.259664Z digest=sha256:4b143650c216bb3ef30d66bf20632f4357da276c5fd41b95929e3d2b0a0710c8

Observation 9786d213-3270-4def-ba54-3f9774615a9f · outbound

This paper cites VideoMix: Rethinking Data Augmentation for Video Classification.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing VideoMix: Rethinking Data Augmentation for Video Classification

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.406992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.406992Z digest=sha256:217680d6e3b18cd54126d2ccea455e163ac863d11d1ede1ba57514186eb92aa3

Observation ede876a5-9423-4eb5-b7a3-9d0cc4aba866 · outbound

This paper cites Don't Judge by the Look: Towards Motion Coherent Video Representation.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Don't Judge by the Look: Towards Motion Coherent Video Representation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.514806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.514806Z digest=sha256:99eb846553e99501db665779d57fa18ab4ff346f8f19c56e25e75f49ceb845f9

Observation e0ed3644-c223-4aed-be6c-570b4f284f05 · outbound

This paper cites Label-anticipated Event Disentanglement for Audio-Visual Video Parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Label-anticipated Event Disentanglement for Audio-Visual Video Parsing

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:07.091761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T20:58:06.622079Z digest=sha256:54f7a7421bb6cd1f062665d6adcc497d58ceda7e5db9e1ff855ce71aa48dd6a8

Observation 6e9efd3a-ee14-4b9d-96a0-8c80449c38de · outbound

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

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.771420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.771420Z digest=sha256:fe0b4f3e8cc9d00744084ff73ae7769b1583abd5dc5be533362f33fb3c15bb1b

Pith citing papers

Observation fbc685ee-a8fd-4b6e-bbc9-03e16cefc264 · inbound

EAR: Enhancing Uni-Modal Representations for Weakly Supervised Audio-Visual Video Parsing cites this paper.

EAR: Enhancing Uni-Modal Representations for Weakly Supervised Audio-Visual Video Parsing MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:06:19.437712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T03:03:13.496634Z digest=sha256:290bb5086e501b735d603d62dc9bab620e749d2baea7751d39cca53ebc7e5ab7

Observation 23fc593e-51da-478f-b991-062c5c2beefc · inbound

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization cites this paper.

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-11T18:34:29.549966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T18:34:29.549966Z digest=sha256:6c4e38d40b31885efbaed900106700084f85a4a82491921d1e012634f8e8cfd3

Observation 20d44590-0dd1-45c2-81d0-6b1c111972b9 · inbound

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization cites this paper.

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T08:40:53.734483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:40:53.734483Z digest=sha256:39445e40e69b5f728a6e69c8baaf74edfabe8ea81c7c7ce146f3665856ebcf71