Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 51 inbound Pith citation observations for arXiv:2506.17218.
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 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:03:11.626570Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 36665cc5-a23c-48f6-bd39-a2d07728ebc6 · inbound
Artificial Phantasia: Emergent Mental Imagery in Large Language Models cites this paper.
Artificial Phantasia: Emergent Mental Imagery in Large Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 85
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T21:44:22.816571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6a920d1b-defb-48d5-99e2-44aef54f2b2a · inbound
LaRe: Latent Refocusing for Multimodal Reasoning cites this paper.
LaRe: Latent Refocusing for Multimodal Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T00:15:17.918780Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7755be9a-e860-4f09-9ecd-3c582b502929 · inbound
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space cites this paper.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.956148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c9dfc7df-df83-4685-b22c-9e0930945a01 · inbound
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning cites this paper.
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T16:01:05.142885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c462f9b0-d339-43ff-b7b2-c46c9af7496d · inbound
MentisOculi: Revealing the Limits of Reasoning with Mental Imagery cites this paper.
MentisOculi: Revealing the Limits of Reasoning with Mental Imagery Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T05:23:37.113526Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c0febcc-f470-4614-8e5e-a846544225a0 · inbound
Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning cites this paper.
Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T03:10:32.068867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e4899f4c-3a74-4efb-9bb9-cff07c02b3f7 · inbound
Thinking with Drafting: Optical Decompression via Logical Reconstruction cites this paper.
Thinking with Drafting: Optical Decompression via Logical Reconstruction Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T03:30:32.901989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation da6a259a-1b97-4c95-a63f-63120205b382 · inbound
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 268
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T14:03:01.974171Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de5ec7b8-5e89-464c-b21a-d2d6639880a3 · inbound
Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models cites this paper.
Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T20:53:16.251755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 570e609f-3dc3-41ae-9f50-edcad274807a · inbound
V-Reflection: Transforming MLLMs from Passive Observers to Active Interrogators cites this paper.
V-Reflection: Transforming MLLMs from Passive Observers to Active Interrogators Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T23:58:28.561653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 612ebab2-b9f0-4a81-80bb-7c8312b62360 · inbound
Decompose, Look, and Reason: Reinforced Latent Reasoning for VLMs cites this paper.
Decompose, Look, and Reason: Reinforced Latent Reasoning for VLMs Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T07:21:00.710558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d03206f0-f22e-4813-ad06-6ceae2bd69f5 · inbound
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T08:11:04.298952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 458f7de4-7dea-4b6a-852e-a8888eeb12bf · inbound
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:06:24.030033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d4c4efca-738a-4fc9-aaf6-3766dfcdea06 · inbound
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T07:27:29.419952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4c6ad6c9-fdf3-43df-8778-46a1964bd261 · inbound
Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs cites this paper.
Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T10:26:01.935651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ab543ed3-ed1c-4606-ab82-51888183bee4 · inbound
HyLaR: Hybrid Latent Reasoning with Decoupled Policy Optimization cites this paper.
HyLaR: Hybrid Latent Reasoning with Decoupled Policy Optimization Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 41
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T13:41:04.107147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation eaf0e5d4-9274-4335-b35c-4c0a6de31ea1 · inbound
HyLaR: Hybrid Latent Reasoning with Decoupled Policy Optimization cites this paper.
HyLaR: Hybrid Latent Reasoning with Decoupled Policy Optimization Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 41
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-05T04:30:40.700508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e606c722-48a3-4a3e-a93c-928e86959529 · inbound
Using Machine Mental Imagery for Representing Common Ground in Situated Dialogue cites this paper.
Using Machine Mental Imagery for Representing Common Ground in Situated Dialogue Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T23:44:44.370094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e55f0731-9dd4-4a79-b85f-7c009246b541 · inbound
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning cites this paper.
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:31:30.107289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 23a8ebd4-8ab7-409d-981b-149f75048b9b · inbound
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning cites this paper.
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T22:17:01.556370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9a002af4-fc4d-42c0-aece-bc49f199e477 · inbound
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs cites this paper.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.544273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b3257744-8fbc-4791-9ae0-3a7d3ed086b0 · inbound
Retrieve, Integrate, and Synthesize: Spatial-Semantic Grounded Latent Visual Reasoning cites this paper.
Retrieve, Integrate, and Synthesize: Spatial-Semantic Grounded Latent Visual Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:35:59.653902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 74cd7e14-0902-4f29-aff7-f5af4f4c9fdb · inbound
CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization cites this paper.
CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T08:06:28.732533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d0b8133f-092f-4eeb-af0b-6605c8d66833 · inbound
CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization cites this paper.
CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T07:12:28.475592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5f99935c-c814-4684-883d-47d9657b2ae0 · inbound
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs cites this paper.
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T07:32:29.393294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1e03b941-5181-467c-84b0-33d1b30f8bb6 · inbound
Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model cites this paper.
Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T07:17:29.031174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1990d930-630b-401f-bcc9-866ca4e740da · inbound
Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model cites this paper.
Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T21:48:00.596427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3e38a023-09e2-4746-815b-27852730357b · inbound
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models cites this paper.
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T07:22:28.475379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 80d05957-b336-4b20-81ef-ef27be586518 · inbound
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models cites this paper.
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 13
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:40.176676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4003f055-b9ec-4812-9534-a002f7a4233c · inbound
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models cites this paper.
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 13
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T08:04:02.670279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cfd3c977-46db-48ce-b02b-29fbdf57809d · inbound
Semantic-Enriched Latent Visual Reasoning cites this paper.
Semantic-Enriched Latent Visual Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T06:43:05.879132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation eb7fdc95-373b-4b52-b6ed-90d17d125bc0 · inbound
Semantic-Enriched Latent Visual Reasoning cites this paper.
Semantic-Enriched Latent Visual Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T18:55:00.794774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ead86fe9-3639-44a2-b16f-34c923b51c50 · inbound
STORM: Internalized Modeling for Spatial-Temporal Reasoning in Video-Language Models cites this paper.
STORM: Internalized Modeling for Spatial-Temporal Reasoning in Video-Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T23:14:02.161748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bb8b15b3-3e80-4378-9f3e-ad26b684b386 · inbound
ReGuLaR: Relation-Grounded Latent Reasoning for Large Vision-Language Models cites this paper.
ReGuLaR: Relation-Grounded Latent Reasoning for Large Vision-Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T07:43:13.719590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6ba625fa-0b2a-4d40-a6da-45ce7edfe9b5 · inbound
DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.
DeepLatent: Think with Images via Parallel Latent Visual Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 78
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-28T19:52:36.136273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 52cd2762-eb65-4afb-ad5e-50ad477b734d · inbound
MUSE: A Unified Agentic Harness for MLLMs cites this paper.
MUSE: A Unified Agentic Harness for MLLMs Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T02:06:26.900218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4a2d7c9e-0a34-482d-b5d2-cb01938830fa · inbound
Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models cites this paper.
Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T03:36:29.341511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 63ddab03-9136-4c40-b3b6-1604641457a1 · inbound
UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation cites this paper.
UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 62
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T03:06:29.449658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f4828936-c2d8-4ae9-b5fb-d69f471cdd29 · inbound
Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction cites this paper.
Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 65
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T11:56:55.390969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ce7a9a48-e4f8-463f-9f72-d77fae6558b2 · inbound
CVSBench: A Comprehensive Benchmark for Cross-view Spatial Reasoning and Dreaming cites this paper.
CVSBench: A Comprehensive Benchmark for Cross-view Spatial Reasoning and Dreaming Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 62
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T08:49:42.497880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4566a277-a066-4f04-b0c2-2e3f3257905d · inbound
Latent Visual States for Efficient Multimodal Reasoning cites this paper.
Latent Visual States for Efficient Multimodal Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T16:29:57.230432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9a33ec06-f553-4f50-86d2-08e2a6d7f46a · inbound
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning cites this paper.
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T19:30:06.790782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a49e6b72-f388-4693-968b-e6cf3c29b957 · inbound
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression cites this paper.
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 56
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T06:44:18.300595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f9abef83-1b04-44f2-82ef-22b99f6802f1 · inbound
Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models cites this paper.
Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T06:44:19.792879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 28cff490-528d-4d2c-8319-8c703119c9e4 · inbound
Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning cites this paper.
Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T15:07:03.807955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2e019a78-9093-467e-877b-216c3b32a019 · inbound
ProLaViT: Learning Progressive Latent Visual Thoughts in Structured Latent Space cites this paper.
ProLaViT: Learning Progressive Latent Visual Thoughts in Structured Latent Space Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T06:13:16.894125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ee2f962-6b5e-4826-b422-3518eb5e0a6b · inbound
APIVOT: Adaptive Planning with Interleaved Vision-Language Thoughts cites this paper.
APIVOT: Adaptive Planning with Interleaved Vision-Language Thoughts Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T13:37:06.835539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 17d753cb-9dbb-475e-9f20-82b549c88feb · inbound
Latent Memory Palace: Reasoning for Control as Autoregressive Variational Inference cites this paper.
Latent Memory Palace: Reasoning for Control as Autoregressive Variational Inference Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T03:06:43.680965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2dd301e0-1288-4f03-aad9-e60e3a6b54d8 · inbound
OPLD: On-Policy Latent Distillation for Multimodal Reasoning cites this paper.
OPLD: On-Policy Latent Distillation for Multimodal Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T16:13:17.497272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27386c4e-2c67-4476-a2b4-570bcd9b295d · inbound
LUT: Latent Utility Training for Visual Reasoning cites this paper.
LUT: Latent Utility Training for Visual Reasoning Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T00:28:16.479658Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9f77a4a-2a24-479b-8e50-eb7f1c101a61 · inbound
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs cites this paper.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.626570Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.