Paper Citation Record · LEDGER

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation

As of 23 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 2 inbound Pith citation observations for arXiv:2501.08837.

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

pith.paper-citation-record.v1
2501.08837 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:21:53.204226Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:38:16.751632Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T09:03:25.901101Z

Reference resolution

66 of 66 outbound references displayed

verified exact1
verified fuzzy50
unresolved15
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 57699361-56be-43b1-857b-1895453eb817 · outbound

This paper cites Abu Farha, A.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Abu Farha, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:54.065345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3c550395-9318-4846-87b7-0b74bf8c8962 · outbound

This paper cites Abu Farha, Q.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Abu Farha, Q

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:54.052551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ead391e-0bf4-4000-b52a-7a5de65d6718 · outbound

This paper cites Ashutosh, R.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Ashutosh, R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:54.041391Z

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Observation 07ffeeb0-cb10-45d1-800b-e52e452559b6 · outbound

This paper cites Layer Normalization.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Layer Normalization

Reference 4

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Source-reported events for the cited work

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Observation a2f89ee0-b40e-4211-9e3f-a1fd03158200 · outbound

This paper cites How much temporal long-term context is needed for action seg- mentation? In IEEE International Conference on Computer Vision (ICCV), 2023.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation How much temporal long-term context is needed for action seg- mentation? In IEEE International Conference on Computer Vision (ICCV), 2023

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:54.030385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 86c70cb7-211e-4037-9693-63b07ed09efc · outbound

This paper cites Video + CLIP Baseline for Ego4D Long-term Action Anticipation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Video + CLIP Baseline for Ego4D Long-term Action Anticipation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:52.938969Z

Source-reported events for the cited work

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Observation e50693ea-d9c8-497a-abf9-3600d5c1f0a1 · outbound

This paper cites Farha and J.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Farha and J

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:54.017356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation da53f921-e730-41cb-a641-ba30d93c4226 · outbound

This paper cites Furnari and G.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Furnari and G

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:54.005627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4c3e0dbd-a0c1-477a-a8a5-f904dff045e1 · outbound

This paper cites Latency matters: Real-time action fore- casting transformer.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Latency matters: Real-time action fore- casting transformer

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.993980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1514a91f-725d-401b-9264-f3cbcfbf9761 · outbound

This paper cites Girdhar and K.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Girdhar and K

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.981183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 88f3497d-34b6-42aa-881f-8b5f743c722f · outbound

This paper cites an unresolved cited work.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:21:53.970040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4df35f3c-7769-4bd2-8141-a2c40b772997 · outbound

This paper cites Grauman, A.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Grauman, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.958558Z

Source-reported events for the cited work

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Observation 9c9f73d8-9050-4188-b6dd-0696445aa307 · outbound

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

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:52.967373Z

Source-reported events for the cited work

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Observation 6fe3f32e-2194-4be6-926b-f5da29650c69 · outbound

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

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Combining recurrent, convolutional, and continuous-time models with linear state space layers

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.946050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e312c05e-16ea-47d2-b053-5f234595e286 · outbound

This paper cites Efficiently mod- eling long sequences with structured state spaces.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Efficiently mod- eling long sequences with structured state spaces

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.933327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 492f934a-d594-47ac-96fa-5fff2bf246a4 · outbound

This paper cites Uncertainty-aware action decoupling trans- former for action anticipation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Uncertainty-aware action decoupling trans- former for action anticipation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.919995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 394e7347-1cfb-44d8-a4bd-2dfabb9d4761 · outbound

This paper cites Mambair: A simple baseline for im- age restoration with state-space model.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Mambair: A simple baseline for im- age restoration with state-space model

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.906179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9a3ee474-40fb-4a9b-97fe-0a051acd7524 · outbound

This paper cites Demystify mamba in vision: A linear attention per- spective.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Demystify mamba in vision: A linear attention per- spective

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.893027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e96489cd-7f65-4dd8-bbe1-b1031f7bea81 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Gaussian Error Linear Units (GELUs)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:52.993357Z

Source-reported events for the cited work

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Observation d8261b46-16b0-425a-ba5e-b7b797940e01 · outbound

This paper cites Denoising diffu- sion probabilistic models.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Denoising diffu- sion probabilistic models

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.881220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1474ed37-bf1d-412a-9a32-6d6156503141 · outbound

This paper cites Squeeze-and-excitation networks.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Squeeze-and-excitation networks

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.868632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d2fc9055-03ea-474c-a7bc-ddca4c47319e · outbound

This paper cites Zigma: A dit-style zigzag mamba diffusion model.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Zigma: A dit-style zigzag mamba diffusion model

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.856108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 62dfd72f-a463-4af0-abde-024b63379f18 · outbound

This paper cites an unresolved cited work.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:21:53.843563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3dcafc48-3afa-4214-a21c-37056eca9503 · outbound

This paper cites Kingma and Jimmy Ba.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Kingma and Jimmy Ba

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.831402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cd0f4079-e29a-42b0-9ec9-cff93e29a131 · outbound

This paper cites The language of actions: Recovering the syntax and semantics of goal- directed human activities.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation The language of actions: Recovering the syntax and semantics of goal- directed human activities

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.818250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4784cfca-a018-44b0-8e2c-836aefecc243 · outbound

This paper cites Videomamba: State space model for efficient video understanding.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Videomamba: State space model for efficient video understanding

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.804793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2cc2d56f-7e04-4a30-bb2c-17aa5d7adf69 · outbound

This paper cites Mamba- nd: Selective state space modeling for multi-dimensional data.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Mamba- nd: Selective state space modeling for multi-dimensional data

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.793439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8e39796e-5e1e-48ec-9e01-a962ad74f547 · outbound

This paper cites Pointmamba: A simple state space model for point cloud analysis.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Pointmamba: A simple state space model for point cloud analysis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.780782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8f70d63d-71a8-4a4c-b2a7-73409bde1c99 · outbound

This paper cites an unresolved cited work.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:21:53.769114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 00d8b1f6-4247-4eb3-b368-dabc89a32c7f · outbound

This paper cites Fore- casting human-object interaction: joint prediction of motor attention and actions in first person video.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Fore- casting human-object interaction: joint prediction of motor attention and actions in first person video

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.757882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 970e7377-3dd2-4a4b-bdb2-22ea9ea4453d · outbound

This paper cites Vmamba: Visual state space model.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Vmamba: Visual state space model

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.745825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0ae33235-96f0-4d2e-88df-112b391ebc75 · outbound

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

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Swin transformer: Hierarchical vision transformer using shifted windows

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.734508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d0c03b15-95c1-4ab3-b59a-4803a5c2705b · outbound

This paper cites U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Reference 33

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Source-reported events for the cited work

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Observation ba4527e9-3c6f-4fd4-92eb-37131c83bb68 · outbound

This paper cites Mascaró, H.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Mascaró, H

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.722836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1e28c3c2-fac3-4967-9c0d-032b4d799cfb · outbound

This paper cites Can’t make an omelette without breaking some eggs: Plausible action anticipation using large video- language models.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Can’t make an omelette without breaking some eggs: Plausible action anticipation using large video- language models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.711201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b88bda8b-e81f-4bcc-989c-623943ae8d01 · outbound

This paper cites Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:53.058524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6ca8c6-5f83-47ec-9432-fbe90bd409f9 · outbound

This paper cites Nagarajan, Y.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Nagarajan, Y

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.699376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ba9ed3e1-a127-4a51-8147-03b4ce5a637c · outbound

This paper cites Nawhal, A.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Nawhal, A

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.687078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f4ae0bd-b262-4999-aee7-142ac1d475d3 · outbound

This paper cites Searching for Activation Functions.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Searching for Activation Functions

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:53.071140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f14510-f7ea-4802-99ac-8ae0bb73a2fd · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:53.075857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5322ef5d-1f75-423e-b043-22de7a2c24af · outbound

This paper cites Interaction region visual transformer for egocentric action anticipation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Interaction region visual transformer for egocentric action anticipation

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.676061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4b80ca92-53c3-47be-ab19-f585c4d1a752 · outbound

This paper cites VM-UNet: Vision Mamba UNet for Medical Image Segmentation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation VM-UNet: Vision Mamba UNet for Medical Image Segmentation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:53.085150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f75cae93-38a2-49da-8705-cbfe4db12baf · outbound

This paper cites Temporal aggregate representations for long-range video understand- ing.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Temporal aggregate representations for long-range video understand- ing

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.663476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b621e4ee-c804-450c-9859-c98623613867 · outbound

This paper cites Sener, D.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Sener, D

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.650854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 542e2a56-67b6-4156-b9bd-0a897ebe2d30 · outbound

This paper cites Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:53.105926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4fac43-63b4-4843-a384-9444f80fda22 · outbound

This paper cites Smith, Andrew Warrington, and Scott Linder- man.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Smith, Andrew Warrington, and Scott Linder- man

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.639569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ab184da-43cb-4372-961e-472f737469b1 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Deep unsupervised learning using nonequilibrium thermodynamics

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.627591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 17999722-901f-4459-8321-8a0f94fe6ab7 · outbound

This paper cites Denois- ing diffusion implicit models.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Denois- ing diffusion implicit models

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.615843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94950589-9fe6-46b9-b2b6-8dbb762b04d4 · outbound

This paper cites Generative modeling by esti- mating gradients of the data distribution.Advances in Neural Information Processing Systems (NeurIPS), 2019.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Generative modeling by esti- mating gradients of the data distribution.Advances in Neural Information Processing Systems (NeurIPS), 2019

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.603663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a80e8b8f-2e44-46f7-8ed3-3b5040fed8b9 · outbound

This paper cites Score-based generative modeling through stochastic differential equa- tions.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Score-based generative modeling through stochastic differential equa- tions

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T20:21:53.129286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310a04cb-0f72-4647-aa55-4e017bcf9b03 · outbound

This paper cites an unresolved cited work.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:21:53.584076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 73c6a468-e8d0-4d15-826d-94fdd6bf2555 · outbound

This paper cites Vaswani, N.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Vaswani, N

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.571964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 110e44a8-c57b-4708-ac51-b2149a25e263 · outbound

This paper cites Selective struc- tured state-spaces for long-form video understanding.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Selective struc- tured state-spaces for long-form video understanding

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.559722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0a1fb48f-0058-4ecb-bbb9-6795638626bb · outbound

This paper cites Segmamba: Long-range sequential modeling mamba for 3d medical image segmentation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Segmamba: Long-range sequential modeling mamba for 3d medical image segmentation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.548153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 78633429-532a-4add-b660-7fd36e26adb4 · outbound

This paper cites Diffu- sion models without attention.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Diffu- sion models without attention

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.536224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0305fad4-214b-49c0-9d48-0197fbe2d584 · outbound

This paper cites Zatsarynna and J.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Zatsarynna and J

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.523874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 370083a9-ed05-4515-8172-054e38c68fa2 · outbound

This paper cites Gated temporal diffusion for stochastic long-term dense anticipation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Gated temporal diffusion for stochastic long-term dense anticipation

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.511317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f3d675c-2caa-4398-bbb0-8ba3b879f687 · outbound

This paper cites Zatsarynna, Y.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Zatsarynna, Y

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.498327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3a5752f5-ca01-42a3-8621-78e6ab646a26 · outbound

This paper cites Self- supervised learning for unintentional action prediction.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Self- supervised learning for unintentional action prediction

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.486800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 496ac07c-ab48-4b99-a012-62a2bbc449c2 · outbound

This paper cites Motion mamba: Efficient and long sequence motion generation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Motion mamba: Efficient and long sequence motion generation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.475210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 36ed0744-79fa-4dd9-b4cd-f92c5d2449de · outbound

This paper cites Zhao and R.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Zhao and R

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.461225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f00b5b4-25aa-4e6a-bf16-acc602e8a7c3 · outbound

This paper cites Antgpt: Can large language models help long-term action anticipation from videos? Internantional Conference on Learning Represen- tations (ICLR), 2024.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Antgpt: Can large language models help long-term action anticipation from videos? Internantional Conference on Learning Represen- tations (ICLR), 2024

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.446782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f63cd262-a552-4665-a120-436f0b6a1f23 · outbound

This paper cites Zhao and P.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Zhao and P

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.431958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cf848aa0-4fcc-4d32-891b-9a9653b719dc · outbound

This paper cites Anticipative feature fu- sion transformer for multi-modal action anticipation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Anticipative feature fu- sion transformer for multi-modal action anticipation

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.416777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b9241bea-7f61-438f-8fce-a48ace7f4e15 · outbound

This paper cites DiffAnt: Diffusion Models for Action Anticipation.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation DiffAnt: Diffusion Models for Action Anticipation

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:21:53.252708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3bcd6207-c600-45d1-9e5a-b1e54c766f82 · outbound

This paper cites Vision mamba: Effi- cient visual representation learning with bidirectional state space model.

MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation Vision mamba: Effi- cient visual representation learning with bidirectional state space model

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:21:53.398812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation e5519a07-91a7-46c7-b5d9-0a5defe7dc72 · inbound

EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks cites this paper.

EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:38:16.751632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccd1d68b-d101-4573-8b0a-d5942cd59b24 · inbound

Efficient Video Diffusion Models: Advancements and Challenges cites this paper.

Efficient Video Diffusion Models: Advancements and Challenges MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation

Reference 172

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:03:25.902949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.