Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:12:23.737680Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2507.22003.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:12:23.737680Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2bc7dd3d-1f43-40f1-8d0f-89bcb6dddc11 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ea0b0d7-4cd3-4a7f-8ec9-9af145028f45 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70656234-ccfe-4790-b2aa-9f3d34e43bcd · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1608fb17-ee24-4485-8401-70d2e5bc5261 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 599902c4-8f87-49df-85a3-84537e396023 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c992a603-17db-421f-b2cb-c479f6302799 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8ac91ae-b56a-4e90-be08-a2662244a519 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19570032-493c-4a2b-ba73-e2dc76125abe · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c577c89-7a9d-4e85-a3cc-d7e6067ac6e4 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Visual Hallucinations of Multi-modal Large Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2df76ad5-470a-462b-9220-e003ad1b6221 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Tag2Text: Guiding Vision-Language Model via Image Tagging
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 976adbad-c06c-4c18-bffc-9bf13f83369d · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d71b62d-b2f8-4526-b63a-a63e20532c00 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b53fd17c-1649-4e1b-95b1-7ef22e9d64ae · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Segment Anything
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3079f418-eb6f-4fd2-a8d2-d82cb617ea1a · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Blip-2:Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8f220899-d6ee-4558-999a-bdf5ffa30c79 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cd2cddd5-2d55-42ad-8a9f-34ea7f895090 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cd87e85-fb20-4292-a599-6a4bffb3f2b7 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c248906e-c7aa-4b79-8443-9c1623086c59 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Evaluating Object Hallucination in Large Vision-Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3edd9ed8-dcd6-478b-be83-96884a2ae491 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs ImprovedBaselines with Visual Instruction Tuning
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0012a1b6-2a45-46a6-a244-c952b79d3540 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61698939-4b76-48da-98cc-056cd0074015 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs InThe Twelfth International Conference on Learning Representations
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 93742abd-fa1a-41ed-ad54-447f67919051 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs A Survey on Hallucination in Large Vision-Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d50e9465-1552-428d-badd-fce248cb7ed9 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Improvedbaselines with visual instruction tuning
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e2f71ef9-b32b-449e-ab9e-9fcc5f96542c · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d4f9b132-d9f8-4193-82c3-28bc7b649da8 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cd250ce-9732-481c-a872-eef20a0539dc · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 067240bc-f87b-44a7-9592-cb81a954fcb6 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f765f54-6aef-4994-89ab-a45e1ea5a0dd · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fed1b441-fc27-4cd1-a36e-6cb344752092 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09620b20-cd0c-48d9-89c7-fae8b7a896bf · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f9e02c2-217e-4996-b071-96965ffff19b · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e2735e04-2fff-485a-86a4-c90efa154757 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a5b7416-c348-4c66-9d72-48ecc1c29013 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs 6967–6977
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db3686ba-048e-4d1b-bf9c-d121229bb5ad · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95153f93-0b08-4be7-a40f-5c9f3ef25d0c · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03ab2bff-825c-4bc4-bef6-ef250b51c9c8 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 60ab1ed3-5850-405a-acd7-970e6fd8e05f · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs LLaMA: Open and Efficient Foundation Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58b58b77-6ad0-4e36-a250-565da7c53237 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3d8d813-aa58-4a52-9185-6336b493b57c · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2eb220b0-ca2d-4e82-97dd-26f200504af1 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e6513e8-0cca-44a2-a7f9-aefb808b6de5 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 079f3b3d-5735-4aae-8912-50299f8afd1f · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa0c5cbb-159c-4958-a8a7-953624be910f · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da836548-0682-4f3c-99cd-2b1cf5ae88c0 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67496916-1c61-4525-a222-b06c7edb9282 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs InThe 2023 Conference on Empirical Methods in Natural Language Processing
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8654c27d-aeeb-40da-b93c-aefb786e37c6 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97ad923d-58ed-42ce-87c0-4154746c5279 · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Faster Segment Anything: Towards Lightweight SAM for Mobile Applications
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93582423-8101-4365-9af7-9004ec3cf2ba · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81629294-84a5-4d9c-a66d-6cb04a6ec91f · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fcfd58a-9854-4cbb-9a6b-af3f2a61b84f · outbound
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Composer: Creative and Controllable Image Synthesis with Composable Conditions
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.