Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:06:04.697835Z
Paper Citation Record · LEDGER
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval
As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.06654.
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 2026-08-08T06:32:00.761636+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
Reference resolution
43 of 43 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ea3c71d3-564d-4b32-bc08-c5cdb4eae844 · outbound
This paper cites Learning the Parameters of De- terminantal Point Process Kernels.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Learning the Parameters of De- terminantal Point Process Kernels
Reference 1
- Resolution
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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 b01beb94-ab81-406f-8db7-4ab597368ab2 · outbound
This paper cites Image-Text Retrieval: A Survey on Recent Research and Development.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Image-Text Retrieval: A Survey on Recent Research and Development
Reference 7
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 45f6b3cd-4912-4e88-af64-3f5196608681 · outbound
This paper cites The use of MMR, diversity-based reranking for reordering documents and producing summaries.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval The use of MMR, diversity-based reranking for reordering documents and producing summaries
Reference 8
- Resolution
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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 d48dc51e-b6dd-4598-9318-f786105ab3fb · outbound
This paper cites The Vendi Score: A Diversity Evaluation Metric for Machine Learning.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval The Vendi Score: A Diversity Evaluation Metric for Machine Learning
Reference 13
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a2ff21b7-7486-462b-8431-951c1e78afc2 · outbound
This paper cites Visual genome: Connecting language and vision using crowdsourced dense image annotations.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Visual genome: Connecting language and vision using crowdsourced dense image annotations
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 2026-08-08T06:32:00.761636+00:00.
Observation 603a4bc8-d689-4c9b-b110-81ea0d0e2056 · outbound
This paper cites K-DPPs: Fixed-size determinantal point processes.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval K-DPPs: Fixed-size determinantal point processes
Reference 19
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e030eeec-a0f5-4f90-972b-6ac3ac9b3693 · outbound
This paper cites Align before Fuse: Vision and Language Representation Learning with Momentum Distillation.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Reference 22
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 47886ff5-fa79-49c7-bf59-4adcb6bc7fb9 · outbound
This paper cites BLIP: Bootstrapping Language-Image Pre- training for Unified Vision-Language Understanding and Generation.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval BLIP: Bootstrapping Language-Image Pre- training for Unified Vision-Language Understanding and Generation
Reference 23
- Resolution
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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 5cbdc16c-6963-4074-93a8-44dfaab4cdd6 · outbound
This paper cites BLIP-2: Bootstrapping Language-Image Pre- training with Frozen Image Encoders and Large Language Models.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval BLIP-2: Bootstrapping Language-Image Pre- training with Frozen Image Encoders and Large Language Models
Reference 24
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5c9afc0d-4223-4905-98a6-cb8eb1af6015 · outbound
This paper cites Microsoft coco: Common objects in context.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Microsoft coco: Common objects in context
Reference 25
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ccb5eaf7-be11-4136-823a-ef3fae02ca60 · outbound
This paper cites Learning determinantal point processes by corrective negative sampling.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Learning determinantal point processes by corrective negative sampling
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 2026-08-08T06:32:00.761636+00:00.
Observation 26c5a0e0-c062-4a89-b62e-547cedc9bd70 · outbound
This paper cites The coincidence approach to stochastic point processes.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval The coincidence approach to stochastic point processes
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 2026-08-08T06:32:00.761636+00:00.
Observation a2eda35f-3369-4ac9-9bdd-060f9946b2a8 · outbound
This paper cites A riemannian framework for tensor computing.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval A riemannian framework for tensor computing
Reference 29
- Resolution
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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 becd85ce-93b1-4790-9592-8da2c45b33fb · outbound
This paper cites From Pixels to Prose: A Large Dataset of Dense Image Captions.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval From Pixels to Prose: A Large Dataset of Dense Image Captions
Reference 31
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d42c4fb-338c-41d1-a538-bf9267ec981b · outbound
This paper cites An overview of cluster-based image search result organization: Background, techniques, and ongoing challenges.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval An overview of cluster-based image search result organization: Background, techniques, and ongoing challenges
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 048f97c9-590a-4ec2-a516-f6381edee775 · outbound
This paper cites van Leuken, Lluis Gar- cia, Ximena Olivares, and Roelof van Zwol.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval van Leuken, Lluis Gar- cia, Ximena Olivares, and Roelof van Zwol
Reference 33
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd629d20-3e1a-431e-aff7-49d92c6e5de2 · outbound
This paper cites Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks.CVPR, pages 19175–19186,.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks.CVPR, pages 19175–19186,
Reference 35
- Resolution
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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 7ce03733-f959-43d3-942f-e973801f8a4a · outbound
This paper cites Pa- padopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, and Antonio Torralba.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Pa- padopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, and Antonio Torralba
Reference 36
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d11aaca4-1cc6-4749-a3ed-4c2b758b0a05 · outbound
This paper cites Incidents1M: a large-scale dataset of im- ages with natural disasters, damage, and incidents.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Incidents1M: a large-scale dataset of im- ages with natural disasters, damage, and incidents
Reference 37
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d421d178-0514-4ac5-9846-4d16c49a04f1 · outbound
This paper cites Uniir: Training and benchmarking universal mul- timodal information retrievers.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Uniir: Training and benchmarking universal mul- timodal information retrievers
Reference 38
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2345133b-e7a4-4a7b-be5a-c6ae010ead8a · outbound
This paper cites Re- sult Diversification in Search and Recommendation: A Survey.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Re- sult Diversification in Search and Recommendation: A Survey
Reference 39
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 147017d4-4e35-4325-8af8-f301cd13d830 · outbound
This paper cites Coca: Contrastive captioners are image-text foundation models.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Coca: Contrastive captioners are image-text foundation models
Reference 40
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c297606-b598-4391-b0d0-27f37fb254a7 · outbound
This paper cites X22-VLM: All-in-One Pre-Trained Model for Vision- Language Tasks.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval X22-VLM: All-in-One Pre-Trained Model for Vision- Language Tasks
Reference 41
- Resolution
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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 735a21e3-c1dd-4633-9c3e-09e6296840f1 · outbound
This paper cites Improving web search results using affinity graph.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Improving web search results using affinity graph
Reference 42
- Resolution
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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 77073c41-cd78-43d6-908a-e9e986f3b6ca · outbound
This paper cites Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning
Reference 1975
- Resolution
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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 864c73be-e9bd-4e0b-a399-36ffb9ee0bc3 · outbound
This paper cites Fast greedy MAP inference for determinan- tal point process to improve recommendation diversity.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Fast greedy MAP inference for determinan- tal point process to improve recommendation diversity
Reference 1998
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dd195990-bdb1-41cb-b800-572c8b490cbb · outbound
This paper cites Keyword-Based Diverse Image Retrieval by Semantics- aware Contrastive Learning and Transformer.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Keyword-Based Diverse Image Retrieval by Semantics- aware Contrastive Learning and Transformer
Reference 2005
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 40b1001c-b6c4-4914-86e9-d20e090a0f99 · outbound
This paper cites Learning Transferable Visual Models From Natural Language Su- pervision.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Learning Transferable Visual Models From Natural Language Su- pervision
Reference 2006
- Resolution
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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 32a82f07-7ebd-4b9b-90aa-0cccabd8907b · outbound
This paper cites [Vieira et al., 2011] Marcos R.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval [Vieira et al., 2011] Marcos R
Reference 2009
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2140cddb-18f2-4a78-b046-f738efc19985 · outbound
This paper cites Determinantal Point Processes for Machine Learning.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Determinantal Point Processes for Machine Learning
Reference 2011
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01ccf656-5f92-41eb-935b-9354d02b18bb · outbound
This paper cites Stacked Cross Atten- tion for Image-Text Matching.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Stacked Cross Atten- tion for Image-Text Matching
Reference 2012
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c502004-8bb8-4b3d-b62a-213bd5761903 · outbound
This paper cites Result Diversifi- cation in Social Image Retrieval: A Benchmarking Frame- work.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Result Diversifi- cation in Social Image Retrieval: A Benchmarking Frame- work
Reference 2013
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3692a8ed-2120-4527-a835-8a7d51d7ccbb · outbound
This paper cites FCA-based knowledge representation and local general- ized linear models to address relevance and diversity in diverse social images.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval FCA-based knowledge representation and local general- ized linear models to address relevance and diversity in diverse social images
Reference 2014
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:09.133744Z
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 294e4bb3-01ee-44a8-a7c0-1efb7ca5b141 · outbound
This paper cites Pseudo-relevance feedback diversifica- tion of social image retrieval results.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Pseudo-relevance feedback diversifica- tion of social image retrieval results
Reference 2015
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:09.073750Z
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 f5d398e6-bd9a-415d-a1d7-ac9b7fb20e52 · outbound
This paper cites Benchmarking Image Retrieval Diversifica- tion Techniques for Social Media.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Benchmarking Image Retrieval Diversifica- tion Techniques for Social Media
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:08.894425Z
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 0935aad7-0442-44f6-a04a-020cac641a0e · outbound
This paper cites A Hypergraph-Based Reranking Model for Retrieving Diverse Social Images.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval A Hypergraph-Based Reranking Model for Retrieving Diverse Social Images
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:09.057108Z
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 4adce1ea-787a-4102-9216-798a6d0ab4f8 · outbound
This paper cites Uniter: Universal image-text representation learning.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Uniter: Universal image-text representation learning
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:08.990316Z
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 8a896868-a867-4e81-b388-7bc0243c77d4 · outbound
This paper cites Is an Image Worth Five Sentences? A New Look Into Semantics for Image- Text Matching.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Is an Image Worth Five Sentences? A New Look Into Semantics for Image- Text Matching
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:09.113833Z
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 b06a5bed-699c-499c-95f6-a97ca5a8ccab · outbound
This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual- linguistic tasks.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Internvl: Scaling up vision foundation models and aligning for generic visual- linguistic tasks
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:08.974930Z
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 3902dfb4-8608-4729-94fa-10bd06c76569 · outbound
This paper cites Comparative Analysis on Cross- Modal Information Retrieval: A Review.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Comparative Analysis on Cross- Modal Information Retrieval: A Review
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:08.870369Z
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 c985981c-603b-444d-83cf-909db2624f28 · outbound
This paper cites Hierarchical clustering pseudo-relevance feedback for social image search result diversification.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Hierarchical clustering pseudo-relevance feedback for social image search result diversification
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:09.093183Z
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 6d84a6c9-08be-4f12-b549-8299a2e7be47 · outbound
This paper cites Devise: A deep visual-semantic em- bedding model.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Devise: A deep visual-semantic em- bedding model
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:08.926845Z
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 f1649972-4454-4f71-8449-e6d94cdc940b · outbound
This paper cites Fleet, Jamie Ryan Kiros, and Sanja Fidler.
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval Fleet, Jamie Ryan Kiros, and Sanja Fidler
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:08.958448Z
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.
Pith citing papers
No inbound Pith citation observations are available.