Paper Citation Record · LEDGER

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity

As of 18 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 2 inbound Pith citation observations for arXiv:2501.16295.

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

pith.paper-citation-record.v1
2501.16295 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:40:31.736571Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:15:15.228020Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:27:51.662445Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1e54f7f-f4be-46ba-bd09-0f5e4050a66d · outbound

This paper cites BlackMamba: Mixture of Experts for State-Space Models.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity BlackMamba: Mixture of Experts for State-Space Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.658057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 966c4c3c-53b9-4ea2-8352-04f941ff620c · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.665609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1eca84-31aa-4b5a-aa4d-8addbb37b868 · outbound

This paper cites Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.672333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8099324c-7760-4942-859e-eda2129029a9 · outbound

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

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.675443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0113b73-1045-4717-84db-9e43b3b38861 · outbound

This paper cites Mixtral of Experts.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Mixtral of Experts

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.684781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a9dc46-5651-4177-8449-d4332f734b13 · outbound

This paper cites Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.691269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1c2de6c-835e-4a82-aeb2-60512abf1740 · outbound

This paper cites MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.694571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a70059c-3f42-41f5-86b0-cbb1009252f1 · outbound

This paper cites DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.697617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2482b423-b6b8-466f-82ed-b59f64d72a31 · outbound

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

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.700705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 738b8640-4580-4cb1-b3ef-3a9f2a5a2ea9 · outbound

This paper cites VL-Mamba: Exploring State Space Models for Multimodal Learning.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity VL-Mamba: Exploring State Space Models for Multimodal Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.704039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5400b72-263e-45e9-900a-ea901e4fecd1 · outbound

This paper cites GLU Variants Improve Transformer.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity GLU Variants Improve Transformer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.707420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90168bb9-d3d3-41a1-9f32-d9750a85bdeb · outbound

This paper cites ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.717857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e1cd6be-58ee-4e87-a7d3-7c128ff908d7 · outbound

This paper cites Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.724880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 398e87de-fad2-47ad-bc3b-faba6250862c · outbound

This paper cites Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.727960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d64e3e0-bdfa-4af8-b635-676b2c3e3308 · outbound

This paper cites Specialized Foundation Models Struggle to Beat Supervised Baselines.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Specialized Foundation Models Struggle to Beat Supervised Baselines

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.730810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf36deb8-d066-4e15-9593-2faf5df2f54f · outbound

This paper cites Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.733836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7c3202c-204c-4847-8af2-cb80fbce470b · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.736571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d6bb2c-7e3c-4715-9fcd-5e3d7d6ed844 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.714813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e2c2643-cacd-4412-9d24-3376fe7ae497 · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.688207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16726869-fae9-4895-8147-a60da36e5519 · outbound

This paper cites MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.681892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06815254-d7f4-444c-be73-7f0e53d1ebc6 · outbound

This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.668994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f1c4b22-55f7-4c60-978a-c1dfb61d4965 · outbound

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

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity Efficiently Modeling Long Sequences with Structured State Spaces

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.678996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1286cb2-0b10-49ae-8446-e159a33033df · outbound

This paper cites VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.662404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2576ec84-5f26-41ae-942b-d852836e6f68 · outbound

This paper cites CAT: Content-Adaptive Image Tokenization.

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity CAT: Content-Adaptive Image Tokenization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-10T13:40:31.721604Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation f13cb217-ff8e-47c5-a4bf-d67e8501f29f · inbound

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction cites this paper.

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:27:51.667553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9bd8e4f6-0203-467d-ad9e-de35c2c67de7 · inbound

Computational Approaches to Understanding Large Language Model Impact on Writing and Information Ecosystems cites this paper.

Computational Approaches to Understanding Large Language Model Impact on Writing and Information Ecosystems Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity

Reference 123

Resolution: unresolved; no resolver link, observed 2026-08-15T19:15:15.228020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.