Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation 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 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:27:49.926091Z

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

Source-reported events for the cited work

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 2026-08-10T06:31:04.303077+00:00.