Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:03:12.306276Z
Paper Citation Record · LEDGER
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs
As of 9 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2608.03450.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
64 of 64 outbound references displayed
- verified exact3
- verified fuzzy2
- unresolved59
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1a72d4d3-944e-48f7-bc49-402156781f21 · outbound
This paper cites Qwen3-VL Technical Report.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Qwen3-VL Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:07.029134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 701a8f4f-69ed-42a1-9375-ccd59810fc97 · outbound
This paper cites SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:07.091870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f62c7ac0-8f36-4573-b52c-e962f3fdf90d · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:35.217574Z
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 f83b8548-8b5e-4b1f-9f91-f7ffcf9caa53 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:07.376956Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39f50573-b9af-4f82-9db7-aeab6637229d · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:07.475284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8fc2a9c-162e-4cd9-b10b-c381678ad1b8 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:34.292465Z
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 0e2d0cb6-76cc-43d4-b42c-28b363b92902 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:34.062935Z
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 aa3788c4-5d70-462b-8653-d57f2ead2ac4 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:33.761887Z
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 d8e8d9e0-7e7e-4fbf-a822-6da005ed5b6a · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:07.774758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd72ca64-63b1-4157-92b0-e3e4d202d9ca · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.073849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23ba1bb3-9027-446d-a455-82c9a99aa170 · outbound
This paper cites Training Large Language Models to Reason in a Continuous Latent Space.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Training Large Language Models to Reason in a Continuous Latent Space
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.170000Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2f2b6f9-ac4b-4bc9-b1b0-7769c050db4a · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:07.978744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72204e0e-de87-4774-a2b3-b73b278e84ed · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.357004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3883d6d4-2da7-4798-ba4a-dc0ad262665e · outbound
This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.421938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0528f951-f74b-4ed0-ba8b-71456a3dba2d · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.271847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fc0f05c-885c-4999-a66e-5eedd5ebcd99 · outbound
This paper cites Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.633259Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5afb155a-12aa-434b-8e1f-244a40fa7b00 · outbound
This paper cites Latent Visual Reasoning.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Latent Visual Reasoning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.740951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84bf9c6f-ff12-4e6f-885d-9f824e462240 · outbound
This paper cites Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T19:03:29.233823Z
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 47b50e31-bb70-48a7-bae3-7a017726a743 · outbound
This paper cites CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T19:03:28.915289Z
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 52e903ab-e46c-46aa-b822-ca4d3431a897 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.035572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7448ffa-2a83-4b5c-b6bc-956d6570d5b4 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs LLaVA-OneVision: Easy Visual Task Transfer
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:08.846064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16e01931-8802-4344-9ad7-9668a160b5dc · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.184436Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceff40d1-33bc-443a-b709-c10175ab8507 · outbound
This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.299831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24fb8ed9-dde0-49ac-8655-a12a27eddddb · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.102427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fec29bff-1215-4c75-b7bd-9365012b07ba · outbound
This paper cites SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.499857Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e3bbc7e-cf6e-4c65-a81c-01b8f754d38b · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:33.438482Z
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 289652ec-5678-48e5-abaa-fe0fa107b87d · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.430356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21eba6ae-5211-426e-9380-94f05f6c0258 · outbound
This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.738937Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fa47cce-0570-4712-a983-ac629c2b511b · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:09.783553Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9629cc73-b2b2-4062-9dd8-c037b4f845b5 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:33.159631Z
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 a73d7a19-9bd1-462b-9dbb-0a2f71219e51 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:32.267825Z
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 943edaec-5e89-464c-a61f-08a7f594c7c1 · outbound
This paper cites Accelerating Vision Foundation Models with Drop-in Depthwise Convolution.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Accelerating Vision Foundation Models with Drop-in Depthwise Convolution
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T19:03:28.299407Z
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 775aeae6-5f8f-4a3a-b18a-81017c8a2dee · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:32.863471Z
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 effc1cf1-3fc9-4c76-a4b8-11321d41fccb · outbound
This paper cites InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:03:32.497795Z
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 020eb87f-3086-4b0c-a34e-e12f677bea3b · outbound
This paper cites Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:10.446597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f83fdeb-a2fc-44ac-aedd-344d26de7d02 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:31.949359Z
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 1cb42b64-e5ec-4d6d-9279-302dd2afb00e · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:10.249093Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13478f1d-3c7e-4fd2-b29d-162cf0b3f97b · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:10.336152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52c7e66e-f278-4cfa-a4f1-00bc86bc6fb5 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:10.846985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d34d6c6-c052-469c-a8f3-26c6502b08a6 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:10.917606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07d0960b-fdfd-46c4-94c3-10672b7c3577 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:10.615872Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b9bda2d-d6e8-4e61-a475-223fc4b58235 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:10.694996Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f349f736-044f-4580-ab18-7ed7d56349ed · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:31.699707Z
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 23fadc11-0a1a-41f7-9d4d-9088468e9795 · outbound
This paper cites Grounded Chain-of-Thought for Multimodal Large Language Models.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Grounded Chain-of-Thought for Multimodal Large Language Models
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.202535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9346ec0-c088-482a-892a-11066a7b35ba · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:30.916996Z
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 37038aba-4f79-4867-b86d-7c89d5a45092 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:31.403829Z
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 df5e2e1c-aa26-43a2-ab3f-028fb599b26b · outbound
This paper cites Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.044357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22bc84d3-5638-434a-9127-bc52d690a2e0 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:31.138069Z
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 ff43f60b-cd6c-4b36-b7ae-a38b9dfa7cf3 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:30.605021Z
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 d9f77a4a-2a24-479b-8e50-eb7f1c101a61 · outbound
This paper cites Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens.
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.
Observation 41db6740-a027-4147-9f6c-8e90659aa176 · outbound
This paper cites SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.342898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec5a846e-9beb-4c45-80f3-b25585d9a88a · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.409576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f29f5732-cb1b-472b-aaea-9def142c4c5b · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.490273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db422809-5f7c-4a2f-b2b3-bc8a6acc8d6b · outbound
This paper cites Thyme: Think Beyond Images.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Thyme: Think Beyond Images
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:12.045816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e992ec2a-2b15-453a-b0fe-3697d728e892 · outbound
This paper cites Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:12.139947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b07d7c0-feb2-46af-9823-20cc428c3cb6 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.693242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b6501c4-030a-4ded-855a-cb3eec76c0ce · outbound
This paper cites Demystifying Long Chain-of-Thought Reasoning in LLMs.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Demystifying Long Chain-of-Thought Reasoning in LLMs
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.785434Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a7fbd97-8d69-48c3-a54e-ae998db96b89 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.880057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13847dc7-d78d-4939-b82e-dce00f67d95e · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:11.972665Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b4411f3-6b14-4d63-9124-599eae78ad3d · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:30.319142Z
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 ede6c25a-e524-465a-bd70-52b7154afdd3 · outbound
This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:12.238855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6a080cc-1f09-4144-a0cc-bcf968c6cc9d · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:30.060439Z
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 0179c23b-8f1f-40bb-aa89-049ccc81c1a4 · outbound
This paper cites InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:03:34.965142Z
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 1f7db790-2b99-4fff-8960-a49a71868ed4 · outbound
This paper cites an unresolved cited work.
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Explicit and Latent Thoughts for MLLMs Unresolved cited work
Reference 2025
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:03:34.704220Z
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.
Pith citing papers
No inbound Pith citation observations are available.