Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T18:37:22.590578Z
Paper Citation Record · LEDGER
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
As of 10 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 2 inbound Pith citation observations for arXiv:2502.00577.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T02:11:19.672753Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T13:41:05.828465Z
Reference resolution
75 of 75 outbound references displayed
- verified exact1
- verified fuzzy37
- unresolved37
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1c9d8d66-ebdd-4b17-af06-253c8a43d3fd · outbound
This paper cites write newline.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach write newline
Reference 1
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d44157cd-1a25-4b38-8d17-421693562e0e · outbound
This paper cites GPT-4 Technical Report.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach GPT-4 Technical Report
Reference 2
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1afc926-5eed-4ce2-b80f-3ed66436bb61 · outbound
This paper cites Deep Variational Information Bottleneck.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Deep Variational Information Bottleneck
Reference 3
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b97511ad-ee4a-4ce6-a54a-fc2dae7d07f9 · outbound
This paper cites I., Baratin, A., Rajeshwar, S., Ozair, S., Bengio, Y., Courville, A., and Hjelm, D.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach I., Baratin, A., Rajeshwar, S., Ozair, S., Bengio, Y., Courville, A., and Hjelm, D
Reference 4
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bdfe2e93-ef00-4d9f-b2cd-a076643e7a8b · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 5
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab9bc165-a0d0-4003-877e-ec0f2c8a7365 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 6
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3e9f1598-4dc8-4288-a012-8d2f16e8927f · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 7
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d2981d15-d58d-4fe9-ae07-61d109924f7a · outbound
This paper cites Rev: Information-theoretic evaluation of free-text rationales.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Rev: Information-theoretic evaluation of free-text rationales
Reference 8
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 90199bd6-4d82-4b70-adbd-8ab9732a126e · outbound
This paper cites Infogan: Interpretable representation learning by information maximizing generative adversarial nets.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Infogan: Interpretable representation learning by information maximizing generative adversarial nets
Reference 9
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 189b3758-09ee-4de5-847e-b035692d4008 · outbound
This paper cites Club: A contrastive log-ratio upper bound of mutual information.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Club: A contrastive log-ratio upper bound of mutual information
Reference 10
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4a518a6a-892b-46e9-b43f-43b9676e921e · outbound
This paper cites Fairfil: Contrastive neural debiasing method for pretrained text encoders.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Fairfil: Contrastive neural debiasing method for pretrained text encoders
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:23.226954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 07e0b3e4-df60-4972-ab6d-9a4f1cf1465b · outbound
This paper cites Unsupervised Cross-lingual Representation Learning at Scale.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unsupervised Cross-lingual Representation Learning at Scale
Reference 12
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f44aa2b-4672-40e7-b11f-f4fd15b78b32 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 13
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 34580dcd-73ef-4662-bcfb-e3fad7547bda · outbound
This paper cites An information-theoretic approach to distribution shifts.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach An information-theoretic approach to distribution shifts
Reference 14
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 87f04269-61c4-45cf-9295-d5068b1a2d46 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 15
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d3630b04-568a-4559-bad8-1da5abaf4e09 · outbound
This paper cites Finetune like you pretrain: Improved finetuning of zero-shot vision models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Finetune like you pretrain: Improved finetuning of zero-shot vision models
Reference 16
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c12eb1bc-7f36-44ee-99a7-8fa12ad952ea · outbound
This paper cites How well does gpt-4v (ision) adapt to distribution shifts? a preliminary investigation.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach How well does gpt-4v (ision) adapt to distribution shifts? a preliminary investigation
Reference 17
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c558a017-6367-4981-b109-4435838c6ad7 · outbound
This paper cites Clipscore: A reference-free evaluation metric for image captioning.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Clipscore: A reference-free evaluation metric for image captioning
Reference 18
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 595f81a9-01bc-470d-81db-68b15b4815e7 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 19
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5211b60e-00ca-4e97-809b-b8709d63955a · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 20
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 795091c5-efa2-4f92-9dff-2760c72cb1e0 · outbound
This paper cites The Representation Jensen-Shannon Divergence.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach The Representation Jensen-Shannon Divergence
Reference 21
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6015235b-f253-4b99-9770-78b3ab9e68ea · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 22
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b219e170-0943-41fd-8a3a-86ef68d1b749 · outbound
This paper cites GPT-4o System Card.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach GPT-4o System Card
Reference 23
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72fd4dfa-6f26-4fbe-b99d-f24504382b7e · outbound
This paper cites E5-V: Universal Embeddings with Multimodal Large Language Models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach E5-V: Universal Embeddings with Multimodal Large Language Models
Reference 24
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29c0c5e9-c8f2-4ec8-9069-3c276140eb8c · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 25
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bf2e057f-be82-4557-ab67-ebb441917081 · outbound
This paper cites Prometheus: Inducing fine-grained evaluation capability in language models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Prometheus: Inducing fine-grained evaluation capability in language models
Reference 26
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e6aff845-c8bd-4ea6-9e38-bfa064587ae7 · outbound
This paper cites Rademacher complexities and bounding the excess risk in active learning.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Rademacher complexities and bounding the excess risk in active learning
Reference 27
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation faeea4c6-0783-48ba-9e98-27e110b02ac2 · outbound
This paper cites A mutual information maximization perspective of language representation learning.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach A mutual information maximization perspective of language representation learning
Reference 28
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 78e37d9b-b772-495a-81c3-a3396f7af58b · outbound
This paper cites Estimating mutual information.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Estimating mutual information
Reference 29
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 198d0fea-8280-42b2-a5ca-a9efca09d3d1 · outbound
This paper cites Fine-tuning can distort pretrained features and underperform out-of-distribution.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Fine-tuning can distort pretrained features and underperform out-of-distribution
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:23.085315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 13b24b29-8b7a-457d-93bc-536c6d920b65 · outbound
This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Llava-med: Training a large language-and-vision assistant for biomedicine in one day
Reference 31
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7e7cc85e-0578-4585-b2f7-ba963f534ace · outbound
This paper cites Robust prompt optimization for large language models against distribution shifts.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Robust prompt optimization for large language models against distribution shifts
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b02229b8-cfc5-46d3-b6c0-837ebbbf1227 · outbound
This paper cites and Turner, R.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach and Turner, R
Reference 33
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2081fa82-b69b-43b7-9314-8ec1081beeab · outbound
This paper cites Evaluating object hallucination in large vision-language models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Evaluating object hallucination in large vision-language models
Reference 34
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 22e1020e-88ee-4332-b149-06d94db768c8 · outbound
This paper cites Aligning Instruction Tuning with Pre-training.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Aligning Instruction Tuning with Pre-training
Reference 35
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b611a17-3792-442e-a882-7ee7c6c80f6f · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 36
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4ccf07d0-2882-4c26-89f4-950c1bbe5073 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 37
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 92ff93b0-0f24-445e-a05e-b13c2f1862a6 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 38
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a0fff0f-d93d-434a-b361-9c4acd4e3750 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 39
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 43d6de76-5468-453b-be1f-a585197e15e2 · outbound
This paper cites Foundations of machine learning, 2018.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Foundations of machine learning, 2018
Reference 40
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ba54710c-7887-4a7d-9060-86e1a79c6964 · outbound
This paper cites J., and Jordan, M.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach J., and Jordan, M
Reference 41
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8257ab39-5c17-469c-bf10-c34f1fdec0ec · outbound
This paper cites Towards calibrated robust fine-tuning of vision-language models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Towards calibrated robust fine-tuning of vision-language models
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.978881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ad6b04ce-f9ef-447a-a38a-ce620c04d2cd · outbound
This paper cites Dawin: Training-free dynamic weight interpolation for robust adaptation.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Dawin: Training-free dynamic weight interpolation for robust adaptation
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.968602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 50ba2322-ed56-4ddd-94a6-cd675b61e334 · outbound
This paper cites Representation Learning with Contrastive Predictive Coding.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Representation Learning with Contrastive Predictive Coding
Reference 44
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75ed145f-b41e-4d17-9ebf-6f702b0c7c95 · outbound
This paper cites Training language models to follow instructions with human feedback.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Training language models to follow instructions with human feedback
Reference 45
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90f36646-9a36-49a9-ba8b-0c65d6353236 · outbound
This paper cites Estimation of entropy and mutual information.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Estimation of entropy and mutual information
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.953138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 100a0f0f-02f5-4502-9b3f-f5bcb88fc4f9 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T18:37:22.943721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b1ba5e12-e7fe-4806-a54b-b5f484d91aef · outbound
This paper cites On variational bounds of mutual information.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach On variational bounds of mutual information
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.934525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4dadb31d-8ecb-4d99-88f8-c829b13f5e84 · outbound
This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al
Reference 49
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b155f565-0fdf-4705-941d-8e3bba6b83d3 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 50
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b77974f0-9690-442a-b66c-f9f439562bc4 · outbound
This paper cites A novel domain adaptation theory with jensen--shannon divergence.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach A novel domain adaptation theory with jensen--shannon divergence
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.913514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 13098184-beb5-49c6-8408-e45891f1c756 · outbound
This paper cites Opening the Black Box of Deep Neural Networks via Information.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Opening the Black Box of Deep Neural Networks via Information
Reference 52
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4eecf730-b1e4-4929-b51d-fd388f9dfaa0 · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T18:37:22.903158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 84411106-544c-4db3-a93d-a1f039b14286 · outbound
This paper cites and Rawat, A.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach and Rawat, A
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.893450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bf5878ee-c166-4ceb-95dd-94c368f55069 · outbound
This paper cites An information-theoretic approach to prompt engineering without ground truth labels.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach An information-theoretic approach to prompt engineering without ground truth labels
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.883331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 61e28932-da66-4439-8072-c051a3b558f9 · outbound
This paper cites and Goldfeld, Z.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach and Goldfeld, Z
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.873438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 396b85c9-7909-47de-ac21-e3c895cd1b95 · outbound
This paper cites K., Fukumizu, K., Gretton, A., Sch \"o lkopf, B., and Lanckriet, G.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach K., Fukumizu, K., Gretton, A., Sch \"o lkopf, B., and Lanckriet, G
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.863789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4007c452-fcec-41c3-a437-431d8b8c7f62 · outbound
This paper cites Measuring robustness to natural distribution shifts in image classification.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Measuring robustness to natural distribution shifts in image classification
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T18:37:22.539823Z
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Observation e8a4ce3c-6946-4be8-bb79-cc9f84edde3a · outbound
This paper cites K., Khetan, A., Lin, Z., and Oh, S.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach K., Khetan, A., Lin, Z., and Oh, S
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.848252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 936fba69-c066-4a33-bba8-b9dd8bc9f5c4 · outbound
This paper cites Trainable projected gradient method for robust fine-tuning.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Trainable projected gradient method for robust fine-tuning
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T18:37:22.545829Z
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Observation f3908a94-f943-473b-b524-6886821bfcc2 · outbound
This paper cites K., Gelly, S., and Lucic, M.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach K., Gelly, S., and Lucic, M
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.833132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 88be08d1-cc4b-4d24-a09d-e229bebfeb43 · outbound
This paper cites A., Saeidi, A., Hegde, S., Therala, A., Bardoliya, F.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach A., Saeidi, A., Hegde, S., Therala, A., Bardoliya, F
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.823660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e811a48b-b2dc-4b9d-b6fb-0b6a8a644b8f · outbound
This paper cites an unresolved cited work.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T18:37:22.554670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85d12f2c-5e41-4663-9aa1-24e07adc26aa · outbound
This paper cites Info \ bert \ : Improving robustness of language models from an information theoretic perspective.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Info \ bert \ : Improving robustness of language models from an information theoretic perspective
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.808025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4d58bd9c-ea6d-4f0d-a203-46ecba6ed8cd · outbound
This paper cites W., Li, M., Kornblith, S., Roelofs, R., Lopes, R.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach W., Li, M., Kornblith, S., Roelofs, R., Lopes, R
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T18:37:22.560644Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebd55dcc-bce5-4288-8f13-7113462c25c4 · outbound
This paper cites and Barron, A.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach and Barron, A
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.792194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation da279d00-45b7-4ff6-bf4a-95005ea0f1d1 · outbound
This paper cites Beaf: Observing before-after changes to evaluate hallucination in vision-language models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Beaf: Observing before-after changes to evaluate hallucination in vision-language models
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.782109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e1bbe5de-e55f-4f3e-9871-1d6820e88789 · outbound
This paper cites Bartscore: Evaluating generated text as text generation.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Bartscore: Evaluating generated text as text generation
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.772255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0993dd2c-5b40-40b4-ba61-ab61612eade1 · outbound
This paper cites J., and Ma, Y.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach J., and Ma, Y
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.762537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 80bdf995-892e-410b-b130-73aed7171a4b · outbound
This paper cites Q., and Artzi, Y.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Q., and Artzi, Y
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.753047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f8263fc8-0269-4b0f-913b-db250b239418 · outbound
This paper cites On the Out-Of-Distribution Generalization of Multimodal Large Language Models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach On the Out-Of-Distribution Generalization of Multimodal Large Language Models
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T18:37:22.578529Z
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Observation b0217c10-9445-4a76-a337-5cfeb598707b · outbound
This paper cites Why are visually-grounded language models bad at image classification? Conference on Neural Information Processing Systems (NeurIPS), 2024 b.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Why are visually-grounded language models bad at image classification? Conference on Neural Information Processing Systems (NeurIPS), 2024 b
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.743393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4a9de093-9523-4ed9-b828-7108383240f3 · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Judging llm-as-a-judge with mt-bench and chatbot arena
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T18:37:22.584434Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85a6fae4-c831-42ea-9361-3579b660e8d2 · outbound
This paper cites Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T18:37:22.626485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 295e550e-b6f7-4238-8dee-f701e91defc1 · outbound
This paper cites Mini GPT -4: Enhancing vision-language understanding with advanced large language models.
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach Mini GPT -4: Enhancing vision-language understanding with advanced large language models
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T18:37:22.727739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation 4156a342-abaa-4fcd-a198-11b220ee5573 · inbound
CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation cites this paper.
CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:11:20.666732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1a676061-af5c-4753-8f4a-f4775b23dae9 · inbound
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling cites this paper.
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:41:05.837033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.