Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T04:55:17.420881Z
Paper Citation Record · LEDGER
Towards Modality Generalization: A Benchmark and Prospective Analysis
As of 23 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 2 inbound Pith citation observations for arXiv:2412.18277.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:16:47.229766Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T06:00:27.805853Z
Reference resolution
85 of 85 outbound references displayed
- verified exact1
- verified fuzzy0
- unresolved83
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5fceb714-3be1-4825-88e9-62865e7b8930 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:16.979512Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81e35216-1e37-4703-b6cf-5abd7a3f1b03 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:16.985570Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c0f11fc-47f8-49c9-ac47-fff99bbf0639 · outbound
This paper cites Invariant Risk Minimization.
Towards Modality Generalization: A Benchmark and Prospective Analysis Invariant Risk Minimization
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:16.991026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 340e673e-ace0-4df3-a21a-a2dfbb9bbd8b · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:16.996690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2b1696e-41ec-4bfb-8eff-be4b507ba6c0 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.002231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14633e1c-887d-47e5-b1d3-8996ed254820 · outbound
This paper cites Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation.
Towards Modality Generalization: A Benchmark and Prospective Analysis Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.007536Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5390215-5149-48f4-b8e0-23e32ebbcaec · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.013944Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cb038ec-df57-4384-be09-3a610785db27 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:19.172308Z
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 edbf74f3-95fb-4e2b-bd15-83032f5eb9b3 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:19.156451Z
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 7e24fa83-0afc-4253-a951-1753619de33f · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:19.139504Z
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 bd41922d-3ce5-4af8-81e7-75c05f8d71d0 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.035124Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf29433a-7701-4627-8e41-3dad4f4ca87b · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:19.111856Z
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 0545520a-07ef-4a42-ae05-1101f658f788 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.044632Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3937d35-c41c-477b-9e7e-91909e22f02a · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.054629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11bb5bfe-ed40-4ca8-b8ba-4b78d20545a8 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:19.028152Z
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 9dfafcf0-1879-4982-9c09-5c8e0cacd428 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.993948Z
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 f89552c8-fbdf-4b30-b566-25125557801a · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.973226Z
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 77f63736-3e08-4bb0-b230-8a529f4e2ddb · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.950359Z
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 296da122-4568-4268-9d3a-54963c89ba5a · outbound
This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.
Towards Modality Generalization: A Benchmark and Prospective Analysis Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.081012Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c0fa4c7-dcbb-4b6b-82e2-fbc8a1b5d018 · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
Towards Modality Generalization: A Benchmark and Prospective Analysis LoRA: Low-Rank Adaptation of Large Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.086092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05b55415-a217-41f7-b743-51123357d2cd · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.932499Z
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 6b35940b-210c-4b96-8009-99ef7e8df5a3 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.910235Z
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 80d7475a-8ca0-4efa-992c-21fdee397682 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.888067Z
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 df0516e8-cd54-4902-aade-05ce28883381 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.870741Z
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 06da6666-2cf4-4d4d-ac61-a8e656906f81 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
Towards Modality Generalization: A Benchmark and Prospective Analysis Adam: A Method for Stochastic Optimization
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.112158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e71c7fc-8bd8-4a1f-87c8-e3b22713d690 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.853582Z
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 7e45009d-c021-433a-a52c-6ab5c572ce03 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.837191Z
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 c91c4bcf-0da7-44f5-b5ab-71700a5753d1 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.130393Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d468ec7-2c36-4a17-ad34-c9c7a8dfb851 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.805514Z
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 19a0a70f-6daa-4337-a803-15ea27e60d55 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.785587Z
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 6cac6f80-3885-4696-b4d0-db2fe06a0eca · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.766241Z
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 ed0cb4f8-9b61-4c61-95f0-54c2e297afae · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.748935Z
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 de360914-33d0-467d-8b70-f801bc680331 · outbound
This paper cites Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications.
Towards Modality Generalization: A Benchmark and Prospective Analysis Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.157972Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d49a00b9-8e37-4563-8ef5-9af5cb1007f2 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.732403Z
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 fb21052a-575f-47ba-9c1c-4bb19a5c8619 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.170589Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94d02742-d3b2-494c-b07c-13fa9b9951fb · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.689919Z
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 dd762860-0914-4a5a-96a4-adfa74ab61d6 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.180972Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4315b6f7-38e2-4e0f-a790-edef6e48c280 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.185954Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53c0e71f-800d-48d2-95be-89a57b67488b · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.672810Z
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 d02bec5e-1ed9-4afc-a19e-814083755ddb · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.653394Z
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 15616c24-7748-4654-b7df-e9a205bd8756 · outbound
This paper cites DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception.
Towards Modality Generalization: A Benchmark and Prospective Analysis DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.201587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a048ce3-2f65-47d8-9e99-1a2d10ec34de · outbound
This paper cites VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning.
Towards Modality Generalization: A Benchmark and Prospective Analysis VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.207198Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bebc93b0-1238-469d-b451-5c633a774c2e · outbound
This paper cites MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct.
Towards Modality Generalization: A Benchmark and Prospective Analysis MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.212324Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1c0cbdf-774d-425a-bedd-45f86616bd6b · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.636157Z
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 88dd6810-6127-49d0-984b-7536b90de130 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.620671Z
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 181c3daf-7c6e-42ff-9920-a2e3a8d2fce6 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.599918Z
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 76fc5ebe-5515-4898-9399-0a401143fa2c · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.582699Z
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 412653ce-eabd-4029-95e9-dc0c143f8343 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.560106Z
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 8dbfe158-4b93-4b87-8eea-f41b4fd32dde · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.538894Z
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 18193fc5-77c2-482f-926f-f5a615e1b295 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.520009Z
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 aa86ed5e-b4be-4300-828a-41a4b32a9e52 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.251367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec2fc3a5-84b0-433e-b00c-b51c00338ee7 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.256133Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 716e646f-192a-4fc8-a974-265611bca7b8 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.456565Z
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 eda6de36-a65e-4b6d-a2c9-0ca377407ce1 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.434656Z
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 37851813-5e03-422f-9d9c-06ae73076a69 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.417067Z
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 8d24dfcb-da43-4fe7-a72f-a1abb39a6aca · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.389109Z
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 1839b132-451b-4b4a-ae61-6a3bc715c47f · outbound
This paper cites How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model.
Towards Modality Generalization: A Benchmark and Prospective Analysis How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.281721Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9dc41d3-25d7-43bf-add1-78ca2e889c2c · outbound
This paper cites ERM++: An Improved Baseline for Domain Generalization.
Towards Modality Generalization: A Benchmark and Prospective Analysis ERM++: An Improved Baseline for Domain Generalization
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.287441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 741895a0-fc66-4b55-a276-359128e5c50a · outbound
This paper cites Understanding the Emergence of Multimodal Representation Alignment.
Towards Modality Generalization: A Benchmark and Prospective Analysis Understanding the Emergence of Multimodal Representation Alignment
Reference 59
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T04:55:17.588220Z
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 0d6c96e7-9afd-4da6-bb22-24f0529d5909 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.368668Z
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 c87026aa-10bb-48e1-9525-302954b620da · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.303681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 067887a9-7620-4732-b146-608f28269ce3 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.336098Z
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 8ed7c4a7-61d5-466a-8122-06a3dab5adbb · outbound
This paper cites Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision.
Towards Modality Generalization: A Benchmark and Prospective Analysis Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.312836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a279a6f-a930-41e4-b94a-bca302b34f19 · outbound
This paper cites Extending Multi-modal Contrastive Representations.
Towards Modality Generalization: A Benchmark and Prospective Analysis Extending Multi-modal Contrastive Representations
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.317739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b8da2cf-d41e-4c77-a111-c59cabd85af2 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.318471Z
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 d67b2d54-ceb1-4376-b630-fa6e02e91581 · outbound
This paper cites Deep Multimodal Learning with Missing Modality: A Survey.
Towards Modality Generalization: A Benchmark and Prospective Analysis Deep Multimodal Learning with Missing Modality: A Survey
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.327904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd65b5e8-f639-453f-90bb-6db615888b0e · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.302045Z
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 267ea718-f9e5-4f87-abcd-7f50f0c5a3fc · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.281274Z
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 f9a1a7b9-3528-4c83-bced-57cb3a7c7142 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.257066Z
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 99f28095-d66d-4bae-b5a5-74677c65aaf0 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.240933Z
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 925c1a06-d128-4c32-9888-ea9412663160 · outbound
This paper cites Improve Unsupervised Domain Adaptation with Mixup Training.
Towards Modality Generalization: A Benchmark and Prospective Analysis Improve Unsupervised Domain Adaptation with Mixup Training
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.353957Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 202ba89b-556d-44e0-b677-85b32773d5f0 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.223713Z
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 9c6dc306-c193-4560-b500-268b5bba7adb · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.206344Z
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 4e11da9b-db14-41c1-8c0d-829a0fc73409 · outbound
This paper cites mixup: Beyond Empirical Risk Minimization.
Towards Modality Generalization: A Benchmark and Prospective Analysis mixup: Beyond Empirical Risk Minimization
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.369137Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f0173a0-9dec-45ae-8fcf-81fb1a3cb571 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.182324Z
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 5afb2421-1234-4902-b3e9-7e5146e3a391 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.164947Z
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 de6414e6-6547-4cc4-8600-a13530c1a635 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.147473Z
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 b8b6f07b-e6e7-4480-86c8-d9f9a6e6c3e5 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.128801Z
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 3cc9edb0-c7c3-4714-8ce1-6f2fdd07072c · outbound
This paper cites Aligning Modalities in Vision Large Language Models via Preference Fine-tuning.
Towards Modality Generalization: A Benchmark and Prospective Analysis Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.394933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 300ebd99-30bd-466f-bdda-77aae0c069bb · outbound
This paper cites Where, What, Why: Towards Explainable Driver Attention Prediction.
Towards Modality Generalization: A Benchmark and Prospective Analysis Where, What, Why: Towards Explainable Driver Attention Prediction
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.400088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80efec62-a66e-4610-bc18-727baa3f4133 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.111430Z
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 a1fef0fc-a77c-4a2e-b5ac-0f6f5f2ccdde · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.094572Z
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 8e08c3d4-5595-4b65-92c2-b361b425b721 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T04:55:18.075043Z
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 fab5dd66-4e11-4ccb-9472-b1b9a9a33b09 · outbound
This paper cites an unresolved cited work.
Towards Modality Generalization: A Benchmark and Prospective Analysis Unresolved cited work
Reference 84
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-11T04:55:18.058607Z
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 d361ff6b-cb39-4856-b181-80aaf7067067 · outbound
This paper cites Nature Machine Intelligence 5, 4 (2023), 340–350.
Towards Modality Generalization: A Benchmark and Prospective Analysis Nature Machine Intelligence 5, 4 (2023), 340–350
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:55:17.049773Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 74882b88-1ba8-4e65-b218-1906d4061990 · inbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS cites this paper.
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Towards Modality Generalization: A Benchmark and Prospective Analysis
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:16:47.229766Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aba6bf0d-27e2-487e-a2ea-e18e0be18511 · inbound
Sample-efficient Integration of New Modalities into Large Language Models cites this paper.
Sample-efficient Integration of New Modalities into Large Language Models Towards Modality Generalization: A Benchmark and Prospective Analysis
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T06:00:27.809540Z
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.