Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T16:45:44.870849Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2412.09817.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T16:45:44.870849Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ab2c5cd8-8afd-46f6-aff5-a1120b759a2c · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation , " * write output.state after.block = add.period write newline
Reference 1
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Observation aaf457e3-f2df-4deb-8169-82c9c15c62a4 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 3
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Observation de3f5a70-9bd8-4bca-bd00-eb1f083de74b · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic
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Observation c065c839-cc18-4729-a2f2-bd9c412471da · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
Reference 5
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Observation 8deb9786-40bc-4052-b46b-5b4eeeda68e0 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
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Observation dc2b24e6-c43d-4ecb-b453-762a7e6c9de8 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices
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Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
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Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 10
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Observation 3c3a9258-cdbb-4d5b-92a2-039e3c1d37d9 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 11
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Observation 4adf3b1b-e2f3-4a84-8a27-eb4d1093642b · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation K.-p.; Qian, T.; and Wang, S
Reference 12
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Observation 57a9ad2d-a67b-4079-a171-e7daf591b99f · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation VSE++: Improving Visual-Semantic Embeddings with Hard Negatives
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Observation b3883893-5b76-4d5c-a712-3e810113d082 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation S.; Shlens, J.; Bengio, S.; Dean, J.; Ranzato, M.; and Mikolov, T
Reference 14
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Observation 7821a4e7-f3e3-4e19-926c-50d9ee9197ce · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 15
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Observation 4a80bfb5-b0b2-4573-94b9-876f2eb89f3b · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
Reference 16
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Observation bce94d8c-11e7-4d67-beda-510fc5ad6544 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 17
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Observation 34dbc0fd-30fc-44bf-afd8-40fdd24a42f4 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
Reference 18
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Observation 5d6d876d-f52e-4c50-b6bc-c7d7e7457558 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 19
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Observation a09af1a3-2b9b-46bd-ac49-81e4258ca51d · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 20
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Observation 0f706992-c754-4cc4-8ed3-cfa581e8a94e · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation M$^3$IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning
Reference 21
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Observation 3d81ac7a-ff0c-4cff-8b33-21f531c92a70 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 22
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Observation 9bc62403-be46-45df-b7b9-ac5c02775dc1 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Improved Baselines with Visual Instruction Tuning
Reference 23
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Observation 620194f9-467b-4a8a-85a8-c0e622fdbf23 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 24
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Observation e42b04e2-881a-4cf1-9295-94638494492f · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 25
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Observation 76bb4713-f1db-4249-a7d3-f824a59d7501 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al
Reference 26
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Observation d88a1c08-ceea-4557-8d90-ebd642c51052 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation J.; and Yan, Y
Reference 27
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Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation IMAGDressing-v1: Customizable Virtual Dressing
Reference 28
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Observation b5ed5497-9a08-4ec5-b7b1-52e0524d14a6 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 29
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Observation 2a03c5ce-a27c-4224-ad62-437f84aff12a · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models
Reference 30
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Observation d74a7b21-5708-4231-a500-46c57347085b · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation ???? Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models
Reference 31
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Observation 3e395ca2-e21a-4d8c-a5a8-a44655a5da63 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Parrot: Multilingual Visual Instruction Tuning
Reference 32
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Observation 34a5d01c-c8e4-45f6-aac7-c14682479013 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation PILOT: A Pre-Trained Model-Based Continual Learning Toolbox
Reference 33
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Observation 396e2e59-ce9f-4521-8481-8b8377aa5703 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 34
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Observation 56b8f89a-496f-47a4-b0a1-88e60bc87b48 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation TextSquare: Scaling up Text-Centric Visual Instruction Tuning
Reference 35
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Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering
Reference 36
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Observation 442acfa7-1bd9-4235-8824-f33b9a04493c · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 37
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Observation c3ab9fa4-b95d-4483-8a88-3c089406603b · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 38
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Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 39
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Observation 83f60d85-ae1a-43ce-bfa9-083fdd2e72ff · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 40
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Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation CogVLM: Visual Expert for Pretrained Language Models
Reference 41
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Observation f8382428-2d73-451c-8dae-0309364dc75c · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 42
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Observation f71c19a6-29b3-4554-89fa-06a4eb34e964 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 43
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Observation fc69dfbd-bff1-487c-adec-93489945bde8 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 44
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Observation 1b992b59-3a11-4214-8781-0888aec3cbb7 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Instance-adaptive Zero-shot Chain-of-Thought Prompting
Reference 45
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Observation c2a20de0-3f71-458b-b134-5d1d6262bc07 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
Reference 46
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Observation 5afc7bfb-70f5-45c0-86c0-7b265c26c9ad · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 47
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Observation 0695b377-4d15-41ff-9a21-6d63b07ac2d6 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 48
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Observation a995798a-d4f3-4859-90c3-06a9585b31c1 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs
Reference 49
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Observation 74983426-dfa4-4d02-85e0-4281e23a878c · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
Reference 50
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Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
Reference 51
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Observation 46d43404-51d8-4228-9e7c-5db68ea67d8e · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 52
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Observation 6ea5cc41-ee29-46f1-ba0f-10ee75153277 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 53
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Observation c4bba911-bde8-4b85-a860-85edb8eeb5a4 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 54
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Observation 3478655e-384c-403c-8842-4eb1ba3418d7 · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation Unresolved cited work
Reference 55
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Observation 29ae8978-1afd-4aa4-9e5f-a58527ee7e6d · outbound
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 56
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No inbound Pith citation observations are available.