UniCoRN: Unified Commented Retrieval Network with LMMs | Paper Citation Record

Observation 38d6ddc2-c253-4ba6-a33a-97550b330624 · outbound

This paper cites Pixtral 12B.

UniCoRN: Unified Commented Retrieval Network with LMMs Pixtral 12B

Reference 1

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Observation c558e5bf-2f8e-45f7-b00a-23bdc8214473 · outbound

This paper cites Learning attribute representations with local- ization for flexible fashion search.

UniCoRN: Unified Commented Retrieval Network with LMMs Learning attribute representations with local- ization for flexible fashion search

Reference 2

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Observation 2a2b8b81-bc1c-4b50-9095-641d36a52911 · outbound

This paper cites Bottom-up and top-down attention for image captioning and visual question answering.

UniCoRN: Unified Commented Retrieval Network with LMMs Bottom-up and top-down attention for image captioning and visual question answering

Reference 3

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Observation b52e3554-78f2-4aa7-a5e2-19a3cc08e183 · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku.

UniCoRN: Unified Commented Retrieval Network with LMMs The claude 3 model family: Opus, sonnet, haiku

Reference 4

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Observation 992f8b97-ed79-42cf-be80-18f80ad192f2 · outbound

This paper cites Vqa: Visual question answering.

UniCoRN: Unified Commented Retrieval Network with LMMs Vqa: Visual question answering

Reference 5

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Observation d9590b7f-e4e7-4517-aa01-fb2b35046b20 · outbound

This paper cites Effective conditioned and composed im- age retrieval combining clip-based features.

UniCoRN: Unified Commented Retrieval Network with LMMs Effective conditioned and composed im- age retrieval combining clip-based features

Reference 6

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Observation 8034d24e-c299-4e48-9ba7-8187cac9e97b · outbound

This paper cites Zero-shot composed image retrieval with textual inversion.

UniCoRN: Unified Commented Retrieval Network with LMMs Zero-shot composed image retrieval with textual inversion

Reference 7

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Observation c2c2326d-a5c4-4552-bb9f-fcde8a26abd2 · outbound

This paper cites Vlmo: Unified vision-language pre-training with mixture-of-modality-experts.

UniCoRN: Unified Commented Retrieval Network with LMMs Vlmo: Unified vision-language pre-training with mixture-of-modality-experts

Reference 8

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Observation 06e54353-c76a-4c4a-a521-e9f159eade34 · outbound

This paper cites Tomayto, tomahto.

UniCoRN: Unified Commented Retrieval Network with LMMs Tomayto, tomahto

Reference 9

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Observation d4a09c30-4cdf-40c6-a317-5863e240dfcf · outbound

This paper cites A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.

UniCoRN: Unified Commented Retrieval Network with LMMs A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding

Reference 10

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Observation bbd4ef3c-0289-4215-9ebd-abf83f7d2828 · outbound

This paper cites Plummer, Kate Saenko, Jianmo Ni, and Mandy Guo.

UniCoRN: Unified Commented Retrieval Network with LMMs Plummer, Kate Saenko, Jianmo Ni, and Mandy Guo

Reference 11

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Observation a669727d-692c-4509-ba45-bcbbc5839f3d · outbound

This paper cites Wiki-llava: Hierarchical retrieval-augmented gener- ation for multimodal llms.

UniCoRN: Unified Commented Retrieval Network with LMMs Wiki-llava: Hierarchical retrieval-augmented gener- ation for multimodal llms

Reference 12

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Observation 9a0755fe-5633-45ce-a0dc-c5be88c1260e · outbound

This paper cites MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.

UniCoRN: Unified Commented Retrieval Network with LMMs MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 13

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Observation 1369fc8e-ca41-41cd-ab5d-3da27cc877e4 · outbound

This paper cites PaLI-3 Vision Language Models: Smaller, Faster, Stronger.

UniCoRN: Unified Commented Retrieval Network with LMMs PaLI-3 Vision Language Models: Smaller, Faster, Stronger

Reference 14

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Observation bed027d4-31ba-4427-b29e-619051466185 · outbound

This paper cites Image search with text feedback by visiolinguistic attention learn- ing.

UniCoRN: Unified Commented Retrieval Network with LMMs Image search with text feedback by visiolinguistic attention learn- ing

Reference 15

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Observation 3add3c2b-6dd9-44a2-b881-b45c5638c29a · outbound

This paper cites Image search with text feedback by visiolinguistic attention learn- ing.

UniCoRN: Unified Commented Retrieval Network with LMMs Image search with text feedback by visiolinguistic attention learn- ing

Reference 16

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Observation 3109636d-67a5-415a-baff-0e63cb21a129 · outbound

This paper cites Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?.

UniCoRN: Unified Commented Retrieval Network with LMMs Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?

Reference 17

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Observation 4ef45408-0c61-4f29-abdb-4b6c0de8ec1d · outbound

This paper cites How far are we to gpt-4v? closing the gap to commercial multimodal models with open- source suites, 2024.

UniCoRN: Unified Commented Retrieval Network with LMMs How far are we to gpt-4v? closing the gap to commercial multimodal models with open- source suites, 2024

Reference 18

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Observation 425d9efd-8881-43fa-b621-d4a2072ea104 · outbound

This paper cites Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks.

UniCoRN: Unified Commented Retrieval Network with LMMs Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks

Reference 19

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Observation bafc4799-8cb8-4f13-a03e-a855dd5c3956 · outbound

This paper cites Meteor universal: Lan- guage specific translation evaluation for any target language.

UniCoRN: Unified Commented Retrieval Network with LMMs Meteor universal: Lan- guage specific translation evaluation for any target language

Reference 20

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Observation fcec966b-795a-4e81-85ad-db0c89a83a69 · outbound

This paper cites Hyper- bolic image-text representations.

UniCoRN: Unified Commented Retrieval Network with LMMs Hyper- bolic image-text representations

Reference 21

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Observation 5ff08aba-4c39-439f-b204-4a38fe95f237 · outbound

This paper cites Toutanova.

UniCoRN: Unified Commented Retrieval Network with LMMs Toutanova

Reference 22

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Observation 1073d162-89b2-4794-983c-09792b776666 · outbound

This paper cites The Llama 3 Herd of Models.

UniCoRN: Unified Commented Retrieval Network with LMMs The Llama 3 Herd of Models

Reference 23

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Observation 16874e68-f265-4254-b4cf-48e4ff28f391 · outbound

This paper cites Entities as Experts: Sparse Memory Access with Entity Supervision.

UniCoRN: Unified Commented Retrieval Network with LMMs Entities as Experts: Sparse Memory Access with Entity Supervision

Reference 24

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Observation 033cdd40-4ff8-48c0-8b12-7f28458d3ef7 · outbound

This paper cites Pyramidclip: Hierarchi- cal feature alignment for vision-language model pretrain- ing.

UniCoRN: Unified Commented Retrieval Network with LMMs Pyramidclip: Hierarchi- cal feature alignment for vision-language model pretrain- ing

Reference 25

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Observation dc07771b-3808-4fa9-8b0a-7919c7744148 · outbound

This paper cites SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger.

UniCoRN: Unified Commented Retrieval Network with LMMs SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-08T05:54:16.446151Z

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Observation 4f9696d8-933d-4d91-8b84-0d05be0fc9a4 · outbound

This paper cites Making LLaMA SEE and Draw with SEED Tokenizer.

UniCoRN: Unified Commented Retrieval Network with LMMs Making LLaMA SEE and Draw with SEED Tokenizer

Reference 27

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Observation 67f67b07-c0a4-4475-8e0d-f043e95af363 · outbound

This paper cites Cyclip: Cyclic contrastive language-image pretraining.

UniCoRN: Unified Commented Retrieval Network with LMMs Cyclip: Cyclic contrastive language-image pretraining

Reference 28

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Observation f34a8fe8-19ff-46b6-9529-34b77634a9ef · outbound

This paper cites Fashionvlp: Vision language transformer for fashion re- trieval with feedback.

UniCoRN: Unified Commented Retrieval Network with LMMs Fashionvlp: Vision language transformer for fashion re- trieval with feedback

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.946462Z

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Observation 53408d33-2e4e-41c6-8db8-c566824c86b0 · outbound

This paper cites Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing.

UniCoRN: Unified Commented Retrieval Network with LMMs Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.935833Z

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Observation a5810dab-5893-47e6-b4fe-c280901bc02d · outbound

This paper cites Language-only training of zero-shot com- posed image retrieval.

UniCoRN: Unified Commented Retrieval Network with LMMs Language-only training of zero-shot com- posed image retrieval

Reference 31

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Observation efdad6e1-a744-4786-9a69-dbe3c71d3d7b · outbound

This paper cites Dialog-based interactive image retrieval.

UniCoRN: Unified Commented Retrieval Network with LMMs Dialog-based interactive image retrieval

Reference 32

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Observation 1ffed5d6-3957-444a-8568-7c2949410145 · outbound

This paper cites Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback.

UniCoRN: Unified Commented Retrieval Network with LMMs Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback

Reference 33

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Observation c70ead6c-7350-4f67-9286-00a82bb5d4b7 · outbound

This paper cites Vizwiz grand challenge: Answering visual questions from blind people.

UniCoRN: Unified Commented Retrieval Network with LMMs Vizwiz grand challenge: Answering visual questions from blind people

Reference 34

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Observation 4eca5215-0015-4a15-99d2-9b72b539afee · outbound

This paper cites Retrieval augmented language model pre- training.

UniCoRN: Unified Commented Retrieval Network with LMMs Retrieval augmented language model pre- training

Reference 35

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Observation a3130d19-48be-4574-bc75-17cbf7b07ff9 · outbound

This paper cites Au- tomatic spatially-aware fashion concept discovery.

UniCoRN: Unified Commented Retrieval Network with LMMs Au- tomatic spatially-aware fashion concept discovery

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.893871Z

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Observation 8472be4a-c96f-495f-b465-d90702b91cfa · outbound

This paper cites Learning attribute-driven disentangled represen- tations for interactive fashion retrieval.

UniCoRN: Unified Commented Retrieval Network with LMMs Learning attribute-driven disentangled represen- tations for interactive fashion retrieval

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.884577Z

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Observation 6e15b028-1da2-4866-996b-1d52a2d3d25a · outbound

This paper cites Open-domain visual entity recognition: Towards recognizing millions of wikipedia entities.

UniCoRN: Unified Commented Retrieval Network with LMMs Open-domain visual entity recognition: Towards recognizing millions of wikipedia entities

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.874761Z

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Observation 97fb0400-2a4e-4e51-8ccb-fad1c82afafc · outbound

This paper cites Reveal: Retrieval-augmented visual-language pre-training with multi-source multimodal knowledge mem- ory.

UniCoRN: Unified Commented Retrieval Network with LMMs Reveal: Retrieval-augmented visual-language pre-training with multi-source multimodal knowledge mem- ory

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.865028Z

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Observation 88d8d982-2371-488e-9f1d-7496f0ef343d · outbound

This paper cites Openclip, 2021.

UniCoRN: Unified Commented Retrieval Network with LMMs Openclip, 2021

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.855413Z

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Observation aeb94a3a-7f2b-4238-a29d-50dc08a65f5f · outbound

This paper cites Mantis: Interleaved multi-image instruction tuning, 2024.

UniCoRN: Unified Commented Retrieval Network with LMMs Mantis: Interleaved multi-image instruction tuning, 2024

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.845876Z

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Observation 11b4e977-6a6e-4ec8-8e66-6549b62d0d4e · outbound

This paper cites VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks.

UniCoRN: Unified Commented Retrieval Network with LMMs VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks

Reference 42

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Observation 40be1038-6517-4deb-a45e-396b5470b8e5 · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

UniCoRN: Unified Commented Retrieval Network with LMMs Dense Passage Retrieval for Open-Domain Question Answering

Reference 43

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Observation a2540e4b-15b0-4ffc-b70e-47acf8f5fe44 · outbound

This paper cites Vision-by-Language for Training-Free Compositional Image Retrieval.

UniCoRN: Unified Commented Retrieval Network with LMMs Vision-by-Language for Training-Free Compositional Image Retrieval

Reference 44

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Observation 2fefdf49-ab73-4198-b080-6f82ff96ad3f · outbound

This paper cites Referitgame: Referring to objects in pho- tographs of natural scenes.

UniCoRN: Unified Commented Retrieval Network with LMMs Referitgame: Referring to objects in pho- tographs of natural scenes

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.835520Z

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Observation 449e2b1a-41d0-4cf8-bf8d-2f5a379d0626 · outbound

This paper cites Grounding language models to images for multimodal in- puts and outputs.

UniCoRN: Unified Commented Retrieval Network with LMMs Grounding language models to images for multimodal in- puts and outputs

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.824825Z

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Observation a4e72049-9e5a-47b4-9670-8f0756296a55 · outbound

This paper cites UniCLIP: Unified Framework for Contrastive Language-Image Pre-training.

UniCoRN: Unified Commented Retrieval Network with LMMs UniCLIP: Unified Framework for Contrastive Language-Image Pre-training

Reference 47

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Observation 24c7f62a-e6d4-4eb0-85a4-49e7e456ee08 · outbound

This paper cites Latent Retrieval for Weakly Supervised Open Domain Question Answering.

UniCoRN: Unified Commented Retrieval Network with LMMs Latent Retrieval for Weakly Supervised Open Domain Question Answering

Reference 48

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Observation a26127f8-216b-4c52-99f4-09b99c72868e · outbound

This paper cites Chatting makes perfect: Chat-based image retrieval.

UniCoRN: Unified Commented Retrieval Network with LMMs Chatting makes perfect: Chat-based image retrieval

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.814878Z

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Observation 707197bd-11e0-4063-856c-5150dd2e5bbf · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

UniCoRN: Unified Commented Retrieval Network with LMMs Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.805378Z

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Observation c1f5bef1-4759-4615-879e-d60368870870 · outbound

This paper cites Retrieval-augmented genera- tion for knowledge-intensive nlp tasks, 2021.

UniCoRN: Unified Commented Retrieval Network with LMMs Retrieval-augmented genera- tion for knowledge-intensive nlp tasks, 2021

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.795786Z

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Observation 96d48774-0e2e-4239-a0e7-7e03dee3e2a1 · outbound

This paper cites Textbind: Multi-turn interleaved multimodal instruction- following in the wild.

UniCoRN: Unified Commented Retrieval Network with LMMs Textbind: Multi-turn interleaved multimodal instruction- following in the wild

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.785517Z

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Observation fd3196f1-a8bc-467e-954c-0fcacac5b9c5 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

UniCoRN: Unified Commented Retrieval Network with LMMs Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 53

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Observation 2e4636fd-fcbc-470c-b437-31dd485575b2 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

UniCoRN: Unified Commented Retrieval Network with LMMs Rouge: A package for automatic evaluation of summaries

Reference 54

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Observation 591ce93e-7e28-434c-9f98-8987dc53e7b8 · outbound

This paper cites MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs.

UniCoRN: Unified Commented Retrieval Network with LMMs MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:15.993546Z

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Observation 7ee84982-63be-4cba-a493-145152d42283 · outbound

This paper cites Improved baselines with visual instruction tuning, 2023.

UniCoRN: Unified Commented Retrieval Network with LMMs Improved baselines with visual instruction tuning, 2023

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.762848Z

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Observation 88b233ce-38d6-4a2a-9fd8-41b3558cbc82 · outbound

This paper cites Visual instruction tuning, 2023.

UniCoRN: Unified Commented Retrieval Network with LMMs Visual instruction tuning, 2023

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.751844Z

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Observation 5d36c078-a63d-47a0-9cb2-52bd215e595f · outbound

This paper cites Image retrieval on real-life images with pre-trained vision-and-language models.

UniCoRN: Unified Commented Retrieval Network with LMMs Image retrieval on real-life images with pre-trained vision-and-language models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.739618Z

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Observation cc3c7b49-a857-4c7a-bcc2-088717bdaeae · outbound

This paper cites Image retrieval on real-life images with pre- trained vision-and-language models.

UniCoRN: Unified Commented Retrieval Network with LMMs Image retrieval on real-life images with pre- trained vision-and-language models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.007282Z

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Observation 4bb2271a-8d20-46fd-ae2b-601b1da7987c · outbound

This paper cites Bi-directional training for composed im- age retrieval via text prompt learning.

UniCoRN: Unified Commented Retrieval Network with LMMs Bi-directional training for composed im- age retrieval via text prompt learning

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.723592Z

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Observation 6d68932e-aee0-4a36-9613-52f3a90496fe · outbound

This paper cites Three facets of visual and verbal learners: Cognitive ability, cognitive style, and learning preference.

UniCoRN: Unified Commented Retrieval Network with LMMs Three facets of visual and verbal learners: Cognitive ability, cognitive style, and learning preference

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.713434Z

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Observation e1354ed6-e14f-4de9-8f5e-bbb089595898 · outbound

This paper cites MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training.

UniCoRN: Unified Commented Retrieval Network with LMMs MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.017042Z

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Observation f95c9202-b167-4158-9d88-f3e1a0bdc10d · outbound

This paper cites Encyclopedic vqa: Visual questions about detailed properties of fine-grained categories.

UniCoRN: Unified Commented Retrieval Network with LMMs Encyclopedic vqa: Visual questions about detailed properties of fine-grained categories

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.703498Z

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Observation 4b4b17d4-a55e-4555-89c1-548ddd5e7829 · outbound

This paper cites Gpt-4 technical report, 2024.

UniCoRN: Unified Commented Retrieval Network with LMMs Gpt-4 technical report, 2024

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.024210Z

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Observation 342eb1c4-f58d-44fa-931b-f0ff86bb93fd · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

UniCoRN: Unified Commented Retrieval Network with LMMs Bleu: a method for automatic evaluation of machine translation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.687287Z

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Observation a94d9f92-3caa-43da-9e5f-d4e191272feb · outbound

This paper cites Rora-vlm: Robust retrieval-augmented vision language models, 2024.

UniCoRN: Unified Commented Retrieval Network with LMMs Rora-vlm: Robust retrieval-augmented vision language models, 2024

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.677710Z

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Observation 19c69085-513f-47e0-9035-33bc8a69694c · outbound

This paper cites Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation.

UniCoRN: Unified Commented Retrieval Network with LMMs Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.035119Z

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Observation 7b0afb44-c106-4e9a-8e51-81e36db8fc49 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

UniCoRN: Unified Commented Retrieval Network with LMMs Learning Transferable Visual Models From Natural Language Supervision

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.038739Z

Source-reported events for the cited work

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Observation 645a6847-16b2-456f-b901-afd2f19c4813 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

UniCoRN: Unified Commented Retrieval Network with LMMs LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.042435Z

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Observation 94e1b93c-2782-482f-8579-efdd03bdd4a6 · outbound

This paper cites A-okvqa: A benchmark for visual question answering using world knowl- edge.

UniCoRN: Unified Commented Retrieval Network with LMMs A-okvqa: A benchmark for visual question answering using world knowl- edge

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.667678Z

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Observation 084a3a0d-94b5-4e4c-b964-2dc08e73e7bd · outbound

This paper cites Kvqa: Knowledge-aware visual question answering.

UniCoRN: Unified Commented Retrieval Network with LMMs Kvqa: Knowledge-aware visual question answering

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.657548Z

Source-reported events for the cited work

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Observation 5932d71f-7388-4f8e-885e-54ca21648e15 · outbound

This paper cites Towards vqa models that can read.

UniCoRN: Unified Commented Retrieval Network with LMMs Towards vqa models that can read

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.646486Z

Source-reported events for the cited work

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Observation b0f5bc17-34e7-4571-bb41-9805ece0c23a · outbound

This paper cites Knowledge-enhanced dual-stream zero-shot composed im- age retrieval.

UniCoRN: Unified Commented Retrieval Network with LMMs Knowledge-enhanced dual-stream zero-shot composed im- age retrieval

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.635984Z

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 e5afdb99-5d1e-4271-a2e3-02333f732556 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

UniCoRN: Unified Commented Retrieval Network with LMMs Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.059617Z

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Observation 17392f1e-64e6-4937-80c0-e3260e4c6c9f · outbound

This paper cites Gemini 1.5: Unlocking multimodal under- standing across millions of tokens of context, 2024.

UniCoRN: Unified Commented Retrieval Network with LMMs Gemini 1.5: Unlocking multimodal under- standing across millions of tokens of context, 2024

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.625967Z

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Observation 918b30d8-a3b9-4390-9cec-7a5a6d442a61 · outbound

This paper cites MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer.

UniCoRN: Unified Commented Retrieval Network with LMMs MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.066474Z

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Observation faeba532-7ee5-473f-a4ec-791afc12438a · outbound

This paper cites Genecis: A benchmark for general conditional image similarity.

UniCoRN: Unified Commented Retrieval Network with LMMs Genecis: A benchmark for general conditional image similarity

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.615682Z

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 c4307a2c-2981-4e25-ac03-72277d72af1e · outbound

This paper cites Composing text and image for image retrieval - an empirical odyssey.

UniCoRN: Unified Commented Retrieval Network with LMMs Composing text and image for image retrieval - an empirical odyssey

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.605302Z

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 8a47854d-ddaf-4635-ba28-df7b6e540b35 · outbound

This paper cites Composing text and image for image retrieval-an empirical odyssey.

UniCoRN: Unified Commented Retrieval Network with LMMs Composing text and image for image retrieval-an empirical odyssey

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.076600Z

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Observation d573bb81-416d-4a88-87cc-ffb22d910204 · outbound

This paper cites Cross-modal feature alignment and fusion for com- posed image retrieval.

UniCoRN: Unified Commented Retrieval Network with LMMs Cross-modal feature alignment and fusion for com- posed image retrieval

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.589090Z

Source-reported events for the cited work

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Observation 891a069f-594a-423f-a1ca-f90029ac0587 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

UniCoRN: Unified Commented Retrieval Network with LMMs Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.083564Z

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Observation 182dbbdc-3271-4672-97ca-4db2bebad9f2 · outbound

This paper cites Image as a foreign language: Beit pretraining for vision and vision- language tasks.

UniCoRN: Unified Commented Retrieval Network with LMMs Image as a foreign language: Beit pretraining for vision and vision- language tasks

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.578986Z

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Observation 8462c595-82f9-4c73-9e8a-f598044ab3da · outbound

This paper cites UniIR: Training and Benchmarking Universal Multimodal Information Retrievers.

UniCoRN: Unified Commented Retrieval Network with LMMs UniIR: Training and Benchmarking Universal Multimodal Information Retrievers

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.090827Z

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Observation 7faf818e-0027-4616-b6a6-dba6c7623a02 · outbound

This paper cites Fashion iq: A new dataset towards retrieving images by natural language feedback.

UniCoRN: Unified Commented Retrieval Network with LMMs Fashion iq: A new dataset towards retrieving images by natural language feedback

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.569127Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f480dfe3-c184-478b-a138-44100814778a · outbound

This paper cites Fashion iq: A new dataset towards retrieving images by natural language feedback.

UniCoRN: Unified Commented Retrieval Network with LMMs Fashion iq: A new dataset towards retrieving images by natural language feedback

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.558907Z

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 f981b359-073d-4059-9f45-42a1fba8df2e · outbound

This paper cites Visual question answer- ing: A survey of methods and datasets.

UniCoRN: Unified Commented Retrieval Network with LMMs Visual question answer- ing: A survey of methods and datasets

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.101159Z

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Observation cb9d029c-c0d8-463e-80cb-d7253de4152e · outbound

This paper cites NExT-GPT: Any-to-Any Multimodal LLM.

UniCoRN: Unified Commented Retrieval Network with LMMs NExT-GPT: Any-to-Any Multimodal LLM

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.104506Z

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Observation 22ec78be-1e28-48a4-af82-7030b566ab26 · outbound

This paper cites EchoSight: Advancing visual- language models with Wiki knowledge.

UniCoRN: Unified Commented Retrieval Network with LMMs EchoSight: Advancing visual- language models with Wiki knowledge

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.542820Z

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 44e175a0-ec5e-4e91-9d78-8d43d48b7cc9 · outbound

This paper cites FILIP: Fine-grained Interactive Language-Image Pre-Training.

UniCoRN: Unified Commented Retrieval Network with LMMs FILIP: Fine-grained Interactive Language-Image Pre-Training

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.111778Z

Source-reported events for the cited work

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Observation f3622b38-edbd-4faf-8681-7c8a7e89af82 · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

UniCoRN: Unified Commented Retrieval Network with LMMs mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.115407Z

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Observation 962fba5b-9b5b-4d40-b138-8a495af5dd8b · outbound

This paper cites A Survey on Multimodal Large Language Models.

UniCoRN: Unified Commented Retrieval Network with LMMs A Survey on Multimodal Large Language Models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.119075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43394a8b-a74f-4e12-ad5a-39f6911df660 · outbound

This paper cites CoCa: Contrastive Captioners are Image-Text Foundation Models.

UniCoRN: Unified Commented Retrieval Network with LMMs CoCa: Contrastive Captioners are Image-Text Foundation Models

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.122413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00b79990-a65d-40ee-9b7d-cc78b3d733dc · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

UniCoRN: Unified Commented Retrieval Network with LMMs Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.126629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3382d6d5-1c24-40b4-a9db-3d32e9e0b111 · outbound

This paper cites VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.

UniCoRN: Unified Commented Retrieval Network with LMMs VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.130352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ebec1ff-b09f-4a7e-ba09-4104836ad76b · outbound

This paper cites A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark.

UniCoRN: Unified Commented Retrieval Network with LMMs A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.134206Z

Source-reported events for the cited work

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Observation a892aaff-44e9-478b-91be-e937e72ad97f · outbound

This paper cites Sigmoid loss for language image pre-training.

UniCoRN: Unified Commented Retrieval Network with LMMs Sigmoid loss for language image pre-training

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.532426Z

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 151d9cde-c624-4470-b210-bd4e414baa0f · outbound

This paper cites MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.

UniCoRN: Unified Commented Retrieval Network with LMMs MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-08T05:54:16.141327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4528704-16cb-4ea1-b256-d898499e5c46 · outbound

This paper cites Non-Contrastive Learning Meets Language-Image Pre-Training.

UniCoRN: Unified Commented Retrieval Network with LMMs Non-Contrastive Learning Meets Language-Image Pre-Training

Reference 98

Resolution: verified exact; local_arxiv, observed 2026-08-08T05:54:16.184255Z

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 e6957db2-f559-4b6d-bc2e-ba3a7e2a2f08 · outbound

This paper cites MiniGPT-4: Enhancing vision-language understanding with advanced large language models.

UniCoRN: Unified Commented Retrieval Network with LMMs MiniGPT-4: Enhancing vision-language understanding with advanced large language models

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:54:16.522347Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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