Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:39:35.774447Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2506.10182.
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 2026-08-07T04:39:35.774447Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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 b0fb3014-fb71-4395-b628-a82cb1f3debb · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Myvlm: Personalizing vlms for user-specific queries
Reference 1
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Observation 40429e07-67fa-4de4-aebe-debf2ce6b2de · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Conditioned and composed image retrieval combining and partially fine-tuning clip-based features
Reference 2
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Improving Personalized Search with Regularized Low-Rank Parameter Updates Effective conditioned and composed im- age retrieval combining clip-based features
Reference 3
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Observation 0fdea4ce-0929-4c61-983d-819a4e65cb9b · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Zero-shot composed image retrieval with textual inversion
Reference 4
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Observation d443d39b-96bf-4256-8ca7-8228d609ec3a · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Lasp: Text-to- text optimization for language-aware soft prompting of vi- sion & language models
Reference 5
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Observation 189352ca-c512-4d54-91b6-7de8e4ee87a1 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
Reference 6
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Unavailable: canonical work link unavailable.
Observation 4a9a6afc-6997-4f86-bfaa-fe225eea0758 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates this is my unicorn, fluffy
Reference 7
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Observation 8d74a6ff-2118-48ae-b98c-88ad431b740a · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Variational prompt tuning improves generalization of vision-language models
Reference 8
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Observation a5109ce6-263f-4aa6-998f-5d5d2121fae9 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates DreamArtist++: Controllable One-Shot Text-to-Image Generation via Positive-Negative Adapter
Reference 9
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Unavailable: canonical work link unavailable.
Observation 9762ba19-f352-40f5-a81e-9e579015db7b · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
Reference 10
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Unavailable: canonical work link unavailable.
Observation a2834452-2d1f-4f41-94e5-6f6aabbc865d · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Efros, and Jacob Steinhardt
Reference 11
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Observation a891cc64-f30d-4cc7-b249-4de4c042fbbf · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Clip-adapter: Better vision-language models with feature adapters
Reference 12
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Unavailable: canonical work link unavailable.
Observation 5b42d8fd-e9f3-423d-9aa0-0eee6adbdb28 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Deepfashion2: A versatile benchmark for de- tection, pose estimation, segmentation and re-identification of clothing images
Reference 13
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 634a594b-e8cb-4cd0-ba61-e620e34bd4b0 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Personal- ized residuals for concept-driven text-to-image generation
Reference 14
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Observation f3a92eaf-d5e2-482c-b377-4f368f3b9fda · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Svdiff: Compact param- eter space for diffusion fine-tuning
Reference 15
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Unavailable: canonical work link unavailable.
Observation fb010eef-ae8d-49ea-92f3-9ecbbf0a2e85 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates LoRA: Low-Rank Adaptation of Large Language Models
Reference 16
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Unavailable: canonical work link unavailable.
Observation f95bc223-9079-40db-b9e9-d92bbb42f39b · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Maple: Multi-modal prompt learning
Reference 17
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Unavailable: canonical work link unavailable.
Observation 5c592893-1041-4a1e-914a-1a088885be7b · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Personalised clip or: how to find your vacation videos
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8d5bff8c-21dd-443d-80c8-704daaf3c5d5 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Multi-concept customization of text-to-image diffusion
Reference 19
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Observation 0cd7a0d1-e450-4cdc-b0ce-92aaca5b3628 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Read-only prompt optimization for vision-language few-shot learning
Reference 20
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Observation 12767cce-b7f0-4b72-a26f-9ee19c25b019 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates The Power of Scale for Parameter-Efficient Prompt Tuning
Reference 21
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Unavailable: canonical work link unavailable.
Observation fdfb87cf-9508-487d-b304-d13f21edc0f1 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Visual instruction tuning
Reference 22
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Observation d8c28a01-34c3-43bc-a271-520a516848c2 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Prompt distribution learning
Reference 23
Source-reported events for the cited work
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Observation 53c98b37-6707-4d0f-91ac-45d3d01c2021 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates NewMove: Customizing text-to-video models with novel motions
Reference 24
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Unavailable: canonical work link unavailable.
Observation f3343424-e559-48a3-930d-49ed73ae6d87 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Yo'LLaVA: Your Personalized Language and Vision Assistant
Reference 25
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Unavailable: canonical work link unavailable.
Observation 1fc4b271-2de7-4a5b-b0c6-ae5c1a069082 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Orthogonal adaptation for modular customization of diffusion models
Reference 26
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Observation 9ea51d0f-934f-4ff5-89f7-ca679f37232d · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Learning transferable visual models from natural language supervision
Reference 27
Source-reported events for the cited work
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Observation 178720d6-b252-49fb-b06f-1bc8122ceef2 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Concon-chi: Concept-context chimera benchmark for personalized vision-language tasks
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f8d44226-e85f-44eb-acd6-ae54650c039f · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Reference 29
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Unavailable: canonical work link unavailable.
Observation f7242589-ae58-41cc-9428-f03baad475ff · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Hyperdreambooth: Hypernetworks for fast personalization of text-to-image models
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d7b48e34-bf0e-4d0b-9694-c6b9eef79346 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Pic2word: Mapping pictures to words for zero-shot composed image retrieval
Reference 31
Source-reported events for the cited work
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Observation 275a8267-1ca4-4e07-a9aa-07cd890d044d · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Collie: Continual learning of language grounding from language-image em- beddings
Reference 32
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Observation 33786d52-7f10-42ac-8146-454c04154668 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Key-locked rank one editing for text-to-image personaliza- tion
Reference 33
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Unavailable: canonical work link unavailable.
Observation 2bfe8b76-9263-48c2-96ee-87c9ecf0ce1c · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Multimodal few-shot learning with frozen language models
Reference 34
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Unavailable: canonical work link unavailable.
Observation 52eac00a-5b59-496f-a264-c18a3d5d0bc9 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Composing text and image for image retrieval-an empirical odyssey
Reference 35
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Observation 478d1fdb-14d4-4693-824f-80075e29b432 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Dual modality prompt tuning for vision-language pre-trained model
Reference 36
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 50a6ea70-ceee-4e2f-b9ca-a9f148cd4e8f · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Visual- language prompt tuning with knowledge-guided context op- timization
Reference 37
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Unavailable: canonical work link unavailable.
Observation eec7ca89-74fc-4d06-af18-380c7c410f45 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Meta-personalizing vision- language models to find named instances in video
Reference 38
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8652c355-ed33-418b-9d5b-688d0bcba357 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates From image descriptions to visual denotations: New similarity metrics for semantic inference over event descrip- tions
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2dfd49ac-7824-44fa-80ff-bf4ef35fcfed · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Inserting Anybody in Diffusion Models via Celeb Basis
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dfefa9a-3028-4527-b370-15107a38a777 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Tip- adapter: Training-free adaption of clip for few-shot classi- fication
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a540940b-9423-4002-9171-c0a498782cac · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Conditional prompt learning for vision-language mod- els
Reference 42
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Unavailable: canonical work link unavailable.
Observation 0a9383de-e10a-4593-be21-5cc6b81ab2b2 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Learning to prompt for vision-language models
Reference 43
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Unavailable: canonical work link unavailable.
Observation dd99c80a-288c-46a7-9433-a2c16d53f4e3 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Prompt-aligned gradient for prompt tuning
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4bb6b430-2bd0-4191-848f-ff4fa4bf845c · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates However unlike zero-shot methods like SEARLE, we use these 3 validation concepts to select the λ regularization hyperparameter
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d37b2211-71cd-40c6-a0fb-f427f6c80e27 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates 10 with 5 randomly selected train images for each concept per run
Reference 46
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 57701b03-5c7f-4486-8340-8c25f96562dd · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates 11, LoRA layers (Tab
Reference 47
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f61fc90d-bd6e-4bff-ac36-bb1b29bd22a5 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates [38] Yeh et al
Reference 48
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7e8d2654-0c24-45e6-a8e7-e280101fd926 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates We report results for our method in this setting in Tab
Reference 49
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5743719f-33c9-411a-9b89-8fc5a1fa836e · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b36a47a0-9f26-4bc0-afaa-e3a72df9a261 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates puppet” as they are animal-like objects created from household mate- rials, but this is unlikely to align with CLIP’s concept of “puppet
Reference 51
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37002ecc-076c-4714-8542-7713f737d750 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Caption this image in 1-2 sentences
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dbe7d6d3-b496-4921-933b-10baa874afd5 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates This strategy is similar to weight decay, which also encourages learning small weights, but differs in two key aspects
Reference 53
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cf949850-2c64-43cb-b5ab-f665792c68c3 · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e828d000-972c-419a-96c7-91ef5d9a042a · outbound
Improving Personalized Search with Regularized Low-Rank Parameter Updates sks” in our main experiments. We observe that selecting a V ∗ for which CLIP likely has a strong existing representation (e.g., “dog
Reference 55
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.