Paper Citation Record · LEDGER

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction

As of 24 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2508.20376.

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

pith.paper-citation-record.v1
2508.20376 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:50:25.195079Z

measured 43 of 43 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 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

43 of 43 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4e3f0be-332e-45e1-ae60-9d1f056d3b0b · outbound

This paper cites Mult: An end-to-end multitask learning transformer.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Mult: An end-to-end multitask learning transformer

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.858676Z

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Observation f7f7dee6-3cab-42b9-8a93-6d20c3cdca2e · outbound

This paper cites Exploring rela- tional context for multi-task dense prediction.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Exploring rela- tional context for multi-task dense prediction

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.736938Z

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Observation 8ed3eae7-8c52-48dd-ba9b-047a47761c82 · outbound

This paper cites Detect what you can: Detecting and representing objects using holistic mod- els and body parts.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Detect what you can: Detecting and representing objects using holistic mod- els and body parts

Reference 3

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This paper cites Gradnorm: Gradient normalization for adaptive loss balancing in deep multitask networks.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Gradnorm: Gradient normalization for adaptive loss balancing in deep multitask networks

Reference 4

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Observation 4a872254-a090-448f-8dd9-a629a2e56301 · outbound

This paper cites Multi-Task Learning with Deep Neural Networks: A Survey.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Multi-Task Learning with Deep Neural Networks: A Survey

Reference 5

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Observation e0382f46-3b6c-4a44-8306-2b2c0284b2ce · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Imagenet: A large-scale hierarchical image database

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T16:50:25.039999Z

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Observation 213116d4-3f78-4910-a141-1268445886e5 · outbound

This paper cites Hungry hungry hippos: Towards language modeling with state space mod- els.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Hungry hungry hippos: Towards language modeling with state space mod- els

Reference 7

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Observation 1f4d087f-e748-42f7-aecd-86614705ebcc · outbound

This paper cites Nddr-cnn: Layerwise feature fusing in multi-task cnns by neural discriminative dimensionality reduction.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Nddr-cnn: Layerwise feature fusing in multi-task cnns by neural discriminative dimensionality reduction

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.683284Z

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Observation 41a2dbe4-a913-49ef-b4d9-f8effca3d379 · outbound

This paper cites Mamba: Linear-time sequence mod- eling with selective state spaces, 2024.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Mamba: Linear-time sequence mod- eling with selective state spaces, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.669992Z

Source-reported events for the cited work

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Observation 322e1da6-031f-4028-a9d1-c72080dba162 · outbound

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

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Efficiently Modeling Long Sequences with Structured State Spaces

Reference 10

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Source-reported events for the cited work

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Observation 748d9f9b-ad63-4267-8e21-58138cc09ef8 · outbound

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

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Combining recurrent, convolutional, and continuous-time models with linear state space layers

Reference 11

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Observation 034ee6c6-3f32-42d0-b12d-b19bce5001a0 · outbound

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

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction LocalMamba: Visual State Space Model with Windowed Selective Scan

Reference 12

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Observation a9c5b686-aaea-492a-ad40-1f05f1a9c6c6 · outbound

This paper cites Quantifying task pri- ority for multi-task optimization.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Quantifying task pri- ority for multi-task optimization

Reference 13

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Observation 6945c787-f873-4aa5-8eab-46eb3846b906 · outbound

This paper cites Multi-task learning using uncertainty to weigh losses for scene geome- try and semantics.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Multi-task learning using uncertainty to weigh losses for scene geome- try and semantics

Reference 14

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Observation cdea7ba7-f6e8-4be7-9abc-def5bbaf5656 · outbound

This paper cites Multi-task learning with 3d-aware regulariza- tion.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Multi-task learning with 3d-aware regulariza- tion

Reference 15

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Observation f957515d-86f3-470e-a6d9-c29e57c6b038 · outbound

This paper cites MTMamba: Enhancing multi-task dense scene understanding by mamba-based de- coders.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction MTMamba: Enhancing multi-task dense scene understanding by mamba-based de- coders

Reference 16

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Observation ef58a598-23d6-4776-b6a2-2e78ebce568e · outbound

This paper cites VMamba: Visual State Space Model.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction VMamba: Visual State Space Model

Reference 17

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Observation be3a7d2f-f22e-4ff9-835d-4c7c4089e7cc · outbound

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

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Swin transformer: Hierarchical vision transformer using shifted windows

Reference 18

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This paper cites Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning

Reference 19

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This paper cites Attentive single-tasking of multiple tasks.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Attentive single-tasking of multiple tasks

Reference 20

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Observation d711c87a-079b-4f06-a71d-07ee9df9ceb9 · outbound

This paper cites Long Range Language Modeling via Gated State Spaces.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Long Range Language Modeling via Gated State Spaces

Reference 21

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Source-reported events for the cited work

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Observation 0908212a-5061-4eaa-8c77-d5c9e0c597b3 · outbound

This paper cites Cross-stitch networks for multi-task learning.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Cross-stitch networks for multi-task learning

Reference 22

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Observation cf4b89d2-fd4f-4837-b675-481645e88131 · outbound

This paper cites Multi-Task Learning as a Bargaining Game.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Multi-Task Learning as a Bargaining Game

Reference 23

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Source-reported events for the cited work

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Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Efficient computation sharing for multi-task visual scene understanding

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.568958Z

Source-reported events for the cited work

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Observation 041fdfd4-d327-429b-a64b-f6cd381f471c · outbound

This paper cites Indoor segmentation and support inference from rgbd images.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Indoor segmentation and support inference from rgbd images

Reference 25

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Source-reported events for the cited work

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Observation 96f7a663-b743-4f48-8684-fc02bc82ff5b · outbound

This paper cites Cross-Task Affinity Learning for Multitask Dense Scene Predictions.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Cross-Task Affinity Learning for Multitask Dense Scene Predictions

Reference 26

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Observation 7723e6c4-6a3a-43d3-bc98-30a8db2affe8 · outbound

This paper cites Simplified State Space Layers for Sequence Modeling.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Simplified State Space Layers for Sequence Modeling

Reference 27

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Observation 5634b6c6-0085-4315-bc91-54db1d0a548e · outbound

This paper cites Task switching network for multi-task learn- ing.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Task switching network for multi-task learn- ing

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.547312Z

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Observation 7e2c2dee-6869-4b00-950c-6157b5a4027c · outbound

This paper cites Mti-net: Multi-scale task interaction networks for multi-task learning.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Mti-net: Multi-scale task interaction networks for multi-task learning

Reference 29

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Observation 437b0243-baac-4ecb-a0f4-2711f7630eef · outbound

This paper cites Multi-task learning for dense prediction tasks: A survey.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Multi-task learning for dense prediction tasks: A survey

Reference 30

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Observation 92657f40-d163-4d96-a155-7d7dc7eef4b7 · outbound

This paper cites Pad-net: Multi-tasks guided prediction-and-distillation net- work for simultaneous depth estimation and scene parsing.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Pad-net: Multi-tasks guided prediction-and-distillation net- work for simultaneous depth estimation and scene parsing

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.509092Z

Source-reported events for the cited work

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Observation da7b3133-d3c8-4d5a-875d-a51d2a4193b7 · outbound

This paper cites Multi-task learning with multi-query trans- former for dense prediction.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Multi-task learning with multi-query trans- former for dense prediction

Reference 32

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Source-reported events for the cited work

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Observation dd60b724-c853-424c-8aa8-20a73ff3c2f1 · outbound

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

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition

Reference 33

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This paper cites Adaptive stochastic gradient algorithm for black- box multi-objective learning.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Adaptive stochastic gradient algorithm for black- box multi-objective learning

Reference 34

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Source-reported events for the cited work

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Observation 7b51a2ad-5d1f-416d-9382-420ffce8f19f · outbound

This paper cites Inverted pyramid multi-task trans- former for dense scene understanding.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Inverted pyramid multi-task trans- former for dense scene understanding

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.469350Z

Source-reported events for the cited work

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Observation 98d48c00-ae32-48df-8f10-d601e4ed67a9 · outbound

This paper cites Taskprompter: Spatial-channel multi-task prompting for dense scene understanding.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Taskprompter: Spatial-channel multi-task prompting for dense scene understanding

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.455525Z

Source-reported events for the cited work

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Observation e23bbf53-7b40-402b-ac63-bb3203aa0c09 · outbound

This paper cites Invpt++: Inverted pyramid multi- task transformer for visual scene understanding.IEEE Trans- actions on Pattern Analysis and Machine Intelligence, 2024.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Invpt++: Inverted pyramid multi- task transformer for visual scene understanding.IEEE Trans- actions on Pattern Analysis and Machine Intelligence, 2024

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.441110Z

Source-reported events for the cited work

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Observation 5b84d16d-72cf-4b15-86f3-821ff9296d2e · outbound

This paper cites Gradient surgery for multi-task learning.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Gradient surgery for multi-task learning

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.427929Z

Source-reported events for the cited work

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Observation 3bb261da-603a-4534-b801-797ba56d950b · outbound

This paper cites BridgeNet: Comprehensive and Effective Feature Interactions via Bridge Feature for Multi-task Dense Predictions.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction BridgeNet: Comprehensive and Effective Feature Interactions via Bridge Feature for Multi-task Dense Predictions

Reference 39

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Source-reported events for the cited work

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Observation db2a6eb6-8b5d-4c00-a3f0-65c0b524e7cf · outbound

This paper cites Pattern-affinitive propagation across depth, surface normal and semantic segmentation.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Pattern-affinitive propagation across depth, surface normal and semantic segmentation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.413586Z

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Observation cb1983d9-168b-44d6-9a43-526962bcacc9 · outbound

This paper cites RS-Mamba for Large Remote Sensing Image Dense Prediction.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction RS-Mamba for Large Remote Sensing Image Dense Prediction

Reference 41

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Source-reported events for the cited work

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Observation 6741b005-5f8b-436a-a901-d47e1656330d · outbound

This paper cites Pattern-structure diffu- sion for multi-task learning.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Pattern-structure diffu- sion for multi-task learning

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.400329Z

Source-reported events for the cited work

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Observation 49268a9a-e024-4582-bf5c-993cf10c34e3 · outbound

This paper cites Vision mamba: Efficient visual representation learning with bidirectional state space model.

Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction Vision mamba: Efficient visual representation learning with bidirectional state space model

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:50:25.386961Z

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

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