Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning | Paper Citation Record

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This paper cites URL https://api.semanticscholar.org/CorpusID:276612236.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning URL https://api.semanticscholar.org/CorpusID:276612236

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:59.507971Z

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Observation bca26de9-f16f-4a11-a98c-8a064ec72ebc · outbound

This paper cites GPT-4 Technical Report.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning GPT-4 Technical Report

Reference 2

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Observation d6ad0563-42e0-4b3e-a964-2444405eca28 · outbound

This paper cites Qwen2.5-VL Technical Report.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Qwen2.5-VL Technical Report

Reference 3

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Observation 2a3bf250-33e3-4e51-84b1-e5994c2a80f7 · outbound

This paper cites Hallucination of multimodal large language models: A survey .CoRR, 2024.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Hallucination of multimodal large language models: A survey .CoRR, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:59.171317Z

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Observation 423e27ac-0282-4dda-9410-db59986b3274 · outbound

This paper cites Flux.1 fill [dev].

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Flux.1 fill [dev]

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:58.861034Z

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Observation 5ecf6e1c-d64d-4ff5-ad5e-c9aecd056bb3 · outbound

This paper cites Ledits++: Limitless image editing using text-to-image models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Ledits++: Limitless image editing using text-to-image models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:58.484131Z

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Observation 662d1733-67bc-49c9-991b-986ec3bad760 · outbound

This paper cites Instructpix2pix: Learning to follow image editing instructions.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Instructpix2pix: Learning to follow image editing instructions

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:58.126442Z

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Observation c0ed1ce1-9362-47b4-9348-0c32bc4c05d5 · outbound

This paper cites The revolution of multimodal large language models: a survey .arXiv preprint arXiv:2402.12451, 2024.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning The revolution of multimodal large language models: a survey .arXiv preprint arXiv:2402.12451, 2024

Reference 8

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Observation 06591c43-d4d1-42e2-bec5-d356c2e0dd67 · outbound

This paper cites Vlmimic: Vision language models are visual imitation learner for fine-grained actions.Advances in Neural Information Processing Systems, 37:77860–77887, 2024.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Vlmimic: Vision language models are visual imitation learner for fine-grained actions.Advances in Neural Information Processing Systems, 37:77860–77887, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:57.810907Z

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Observation e6a69b11-b329-4a2a-83ce-f3fd8ebd5ac0 · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:39.736678Z

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Observation c46b15e7-cf14-4543-9487-ea9126ad7257 · outbound

This paper cites Anydoor: Zero-shot object-level image customization.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Anydoor: Zero-shot object-level image customization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:57.415831Z

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Observation 30ddf113-d876-428b-b26e-898c2a7e035f · outbound

This paper cites UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics

Reference 12

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Observation 9c6eee60-6280-4765-813f-2a5265c515b8 · outbound

This paper cites Diffusion self-guidance for controllable image generation.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Diffusion self-guidance for controllable image generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:40.204373Z

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Observation ceaae5c7-6498-4941-8dce-05f664adf7a8 · outbound

This paper cites MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:40.351303Z

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Observation 2dd79992-184b-4994-89f0-007c48796424 · outbound

This paper cites TLDR: Token-Level Detective Reward Model for Large Vision Language Models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning TLDR: Token-Level Detective Reward Model for Large Vision Language Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:43:48.602722Z

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Observation 76f01343-d522-4ef2-82d9-fee5a2b553c0 · outbound

This paper cites Towards a benchmark of multimodal large language models for industrial engineering.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Towards a benchmark of multimodal large language models for industrial engineering

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:57.107153Z

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Observation 76a6500e-94ff-48d3-be82-8f5016ad95ea · outbound

This paper cites Generative adversarial networks.Communications of the ACM, 63(11):139–144, 2020.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Generative adversarial networks.Communications of the ACM, 63(11):139–144, 2020

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:56.719981Z

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Observation a92043ad-40b2-42c7-8553-5c2f0f6a01c3 · outbound

This paper cites Gemini 2.5 flash.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Gemini 2.5 flash

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:56.397687Z

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Observation dee98651-ea66-4bc2-986c-1b7b5327c82f · outbound

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

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Making the v in vqa matter: Elevating the role of image understanding in visual question answering

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:56.065207Z

Source-reported events for the cited work

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Observation e6543063-4d93-461e-a0b3-51ece3c23a4e · outbound

This paper cites The Llama 3 Herd of Models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning The Llama 3 Herd of Models

Reference 20

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Observation d1a55e4f-cf1d-44ad-b42f-285b3a768821 · outbound

This paper cites Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:55.619250Z

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Observation 6ac500f9-93a6-4298-a548-a3f564b985ed · outbound

This paper cites Diffusion Model-Based Image Editing: A Survey.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Diffusion Model-Based Image Editing: A Survey

Reference 22

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Observation 047225bb-e58e-49e4-ad4b-298873d44d7f · outbound

This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Smartedit: Exploring complex instruction-based image editing with multimodal large language models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:55.263948Z

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Observation d8922cbf-9b68-4df8-81f1-1ee09e87f00a · outbound

This paper cites Gqa: A new dataset for real-world visual reasoning and compositional question answering.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Gqa: A new dataset for real-world visual reasoning and compositional question answering

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:54.928422Z

Source-reported events for the cited work

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Observation 5b9c44cb-39a4-488a-9d8b-3b679c278984 · outbound

This paper cites GPT-4o System Card.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning GPT-4o System Card

Reference 25

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Observation d0a575a1-2eee-43b7-9f09-029c7d9a1366 · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning A style-based generator architecture for generative adversarial networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:54.551988Z

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Observation 555ec626-1b0d-4dc4-915a-bc6c28fc7849 · outbound

This paper cites Visual genome: Connecting language and vision using crowdsourced dense image annotations.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Visual genome: Connecting language and vision using crowdsourced dense image annotations

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:42.310898Z

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Observation 2e22816e-3bbe-49f3-a114-f95cd95da233 · outbound

This paper cites Evaluating and improving compositional text-to-visual generation.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Evaluating and improving compositional text-to-visual generation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:54.203404Z

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Observation d0a127ad-0c9a-430a-b980-f740fee99f64 · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Evaluating Object Hallucination in Large Vision-Language Models

Reference 29

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Observation e5c16a2e-1828-48e6-a089-e465466d583e · outbound

This paper cites Evaluating text-to-visual generation with image-to-text generation.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Evaluating text-to-visual generation with image-to-text generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:53.827596Z

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 01af5ce7-54ed-4e9c-807b-54fd8acf05e5 · outbound

This paper cites Flow Matching for Generative Modeling.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Flow Matching for Generative Modeling

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:42.883509Z

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Observation 27be5de5-b3ff-4872-a905-992872b5b4d5 · outbound

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

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Improved baselines with visual instruction tuning, 2023

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:43.066529Z

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Observation 848a6b9b-f94d-49a4-889d-173ff694dbe8 · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Step1X-Edit: A Practical Framework for General Image Editing

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:43.205553Z

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Observation af6e4322-9d20-45ca-b28b-218f0f494c27 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 34

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Observation fefda47f-026b-4584-8273-f95ab4f3f7a0 · outbound

This paper cites Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pp.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pp

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:53.466271Z

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Observation cd9cbec6-efba-4ef9-8ee6-195b3fe737c3 · outbound

This paper cites Customizable image synthesis with multiple subjects.Advances in neural information processing systems, 36:57500–57519, 2023.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Customizable image synthesis with multiple subjects.Advances in neural information processing systems, 36:57500–57519, 2023

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:53.106964Z

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Observation ad8ec765-f698-4aa8-8ebc-9c83b96732ad · outbound

This paper cites MagicQuill: An Intelligent Interactive Image Editing System.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning MagicQuill: An Intelligent Interactive Image Editing System

Reference 37

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Observation d76e4595-fe58-4982-b974-0dcafeb317c7 · outbound

This paper cites Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models

Reference 38

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Observation a609cc02-e81c-44b7-99a2-3fd8f5996f94 · outbound

This paper cites Mm1: methods, analysis and insights from multimodal llm pre-training.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Mm1: methods, analysis and insights from multimodal llm pre-training

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:52.759445Z

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Observation 4d5993ce-9291-4d6a-abb7-e2b9c4a38b10 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 40

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Observation 568f2b0c-7928-450d-8e16-dcbddcbffc46 · outbound

This paper cites DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models

Reference 41

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This paper cites Docci: Descriptions of connected and contrasting images.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Docci: Descriptions of connected and contrasting images

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:52.419574Z

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Observation 01206368-d747-4e59-9a64-aa0084941692 · outbound

This paper cites Drag your gan: Interactive point-based manipulation on the generative image manifold.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Drag your gan: Interactive point-based manipulation on the generative image manifold

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:52.139918Z

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Observation 7d1111be-3583-4d87-91b0-2f76161e47d2 · outbound

This paper cites Evaluating LLM -- Generated Multimodal Diagnosis from Medical Images and Symptom Analysis.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Evaluating LLM -- Generated Multimodal Diagnosis from Medical Images and Symptom Analysis

Reference 44

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Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Synthesize diagnose and optimize: Towards fine-grained vision-language understanding

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:51.859033Z

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Observation 8550cc06-d2f2-421a-b074-ece6b8b6db09 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Learning transferable visual models from natural language supervision

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:51.523948Z

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Observation 2d389b6c-0f67-4f42-af7d-3ab502b2dc24 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning High-resolution image synthesis with latent diffusion models

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:51.197125Z

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This paper cites Towards vqa models that can read.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Towards vqa models that can read

Reference 48

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Observation 96e3fc7b-ebf8-4fd2-b77a-5842f29604d0 · outbound

This paper cites Denoising Diffusion Implicit Models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Denoising Diffusion Implicit Models

Reference 49

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This paper cites Emu: Generative Pretraining in Multimodality.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Emu: Generative Pretraining in Multimodality

Reference 50

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This paper cites Generative multimodal models are in-context learners.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Generative multimodal models are in-context learners

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:50.613669Z

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Observation c5c494f0-50f1-4823-b2b6-bad93ebce212 · outbound

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

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 52

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Observation a0777960-5a47-4dc7-89ae-a04082045c34 · outbound

This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Eyes wide shut? exploring the visual shortcomings of multimodal llms

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:50.258784Z

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Observation 00dbf96f-a28d-4884-b1fd-07ac49ee689a · outbound

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

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:46.340293Z

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Unavailable: canonical work link unavailable.

Observation 70ba53b7-68aa-4836-99a8-2ce4865f6875 · outbound

This paper cites Image inpainting with external-internal learning and monochromic bottleneck.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Image inpainting with external-internal learning and monochromic bottleneck

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:49.954470Z

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 6e62a470-9110-4471-9613-977118ae06a6 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Emu3: Next-Token Prediction is All You Need

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:46.605395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8655a29c-b26d-4aa5-8575-aa726a637913 · outbound

This paper cites Uni-paint: A unified framework for multimodal image inpainting with pre- trained diffusion model.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Uni-paint: A unified framework for multimodal image inpainting with pre- trained diffusion model

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:49.620544Z

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 0faa7296-ebbd-4f28-8003-dc62ddc19aa5 · outbound

This paper cites Imagebrush: Learning visual in-context instructions for exemplar-based image manipulation.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Imagebrush: Learning visual in-context instructions for exemplar-based image manipulation

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:49.316942Z

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 89789c16-fd0a-4782-a737-d1b9b93d86ca · outbound

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

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning CoCa: Contrastive Captioners are Image-Text Foundation Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:47.046094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38df3e5-9889-4c8b-a62a-44c5a6f99045 · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:47.201274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcbbe6df-eef7-4337-be5b-744b37dbf1b9 · outbound

This paper cites MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:47.364932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b62c9c2-7faa-47de-b423-b5ce211a1ec8 · outbound

This paper cites WalkVLM:Aid Visually Impaired People Walking by Vision Language Model.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning WalkVLM:Aid Visually Impaired People Walking by Vision Language Model

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:47.468600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71db210a-92bf-4f4d-8565-0b4df8778aea · outbound

This paper cites Mmvp: A multimodal mocap dataset with vision and pressure sensors.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Mmvp: A multimodal mocap dataset with vision and pressure sensors

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:43:48.999053Z

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 91ac0d10-9a62-47b6-8b17-530ea3d2b2dc · outbound

This paper cites MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:47.780118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9513c2c-afe2-4653-ae9d-c04995f7b64d · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning Magicbrush: A manually annotated dataset for instruction-guided image editing

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:47.935836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47a0b8e6-6264-4127-9748-95e7cd8a76be · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:48.054205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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