VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation | Paper Citation Record

Observation a387e034-fcee-445a-8521-a19c11473b38 · outbound

This paper cites 2015 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2015 , eprint=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:51.603880Z

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Observation c7c44410-f026-47be-91fc-460cd082ec35 · outbound

This paper cites 2024 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:51.769941Z

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Observation 13f5a1f2-e943-409e-913a-af86f8fb0dc7 · outbound

This paper cites 2023 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2023 , eprint=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:51.838304Z

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Observation e45ed18f-e725-4fda-9401-5d05556582b7 · outbound

This paper cites 2023 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2023 , eprint=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:51.898625Z

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Observation d8246cb3-95ee-4cba-9f63-a698d0d2e7e4 · outbound

This paper cites 2023 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2023 , eprint=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:51.958674Z

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Observation c5b04e63-a357-4e47-9e53-a58c70d6d4ea · outbound

This paper cites 2024 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.014306Z

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Observation 1d751689-020f-43ad-90f8-b7f738b8082d · outbound

This paper cites 2025 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2025 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.160849Z

Source-reported events for the cited work

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Observation 775c6036-8af5-46bd-969d-85ba917221df · outbound

This paper cites 2023 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2023 , eprint=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.249557Z

Source-reported events for the cited work

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Observation d775d955-791c-411d-be1c-9fe49a1e83f2 · outbound

This paper cites 2025 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2025 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.334165Z

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Observation b6d9869b-3471-4cd2-b1b5-a75dcef6acd0 · outbound

This paper cites 2024 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.428511Z

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Observation 101f9169-3cd9-4e91-9084-2fc724c5fc34 · outbound

This paper cites 2025 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2025 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.606698Z

Source-reported events for the cited work

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Observation 296f07ab-ee6f-4066-a6f7-f8e5d7215ba0 · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.672035Z

Source-reported events for the cited work

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Observation 438dcbba-7977-4ef8-b51d-bf6a5febe3d5 · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.726731Z

Source-reported events for the cited work

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Observation 80388580-485c-418d-a4b7-83ce3de7222a · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.794479Z

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Observation 5c120f74-fa82-421e-b096-c17eecf9175b · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.844657Z

Source-reported events for the cited work

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Observation ad3da30e-c502-4a77-a6e1-e4718e141765 · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.909718Z

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Observation 900a5af7-bd68-49e0-ad93-e0bb97aedf9d · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:52.998495Z

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Observation ac85da2f-73be-4f84-af69-d6ae59efd5fb · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.087068Z

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Observation d1627e28-be58-4b89-bed7-a4e13860324c · outbound

This paper cites 2026 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.153981Z

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Observation b8c103dc-acfd-4160-9618-feacd07c1d9b · outbound

This paper cites 2024 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.238266Z

Source-reported events for the cited work

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Observation 06466097-af7f-4b6f-871b-8d9d5076ea3e · outbound

This paper cites 2024 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.332401Z

Source-reported events for the cited work

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Observation 8a87aff6-9cb2-4a1f-8c84-84454789813d · outbound

This paper cites 2024 , eprint=.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.465378Z

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Observation fbdc0947-e415-4a64-a8c5-cfac4d11a728 · outbound

This paper cites MiniLLM: Knowledge Distillation of Large Language Models , url =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation MiniLLM: Knowledge Distillation of Large Language Models , url =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.613940Z

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Observation 2ce2fa63-c8b7-46f7-8be9-64f4d341d266 · outbound

This paper cites 2024 , editor =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , editor =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.732302Z

Source-reported events for the cited work

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Observation 3fa76670-16ce-4aee-a302-5dc26f5ad98d · outbound

This paper cites 2025 , editor =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2025 , editor =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.853292Z

Source-reported events for the cited work

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Observation 332ee0d0-cc18-4b5c-872a-6abd0e8d00ed · outbound

This paper cites 2026 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:53.968553Z

Source-reported events for the cited work

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Observation 65b8193b-6e56-4853-872b-d47431d2663f · outbound

This paper cites 2024 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.095439Z

Source-reported events for the cited work

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Observation c7312312-a6e7-4007-a367-c83644ad461f · outbound

This paper cites 2024 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.235776Z

Source-reported events for the cited work

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Observation ac097d46-05f1-4f81-b090-6c332c6e57d9 · outbound

This paper cites Z oom E ye: Enhancing Multimodal LLM s with Human-Like Zooming Capabilities through Tree-Based Image Exploration.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Z oom E ye: Enhancing Multimodal LLM s with Human-Like Zooming Capabilities through Tree-Based Image Exploration

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.322610Z

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Observation 038328f3-90f4-4cf9-8d1c-d4a6f8395b49 · outbound

This paper cites 2025 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2025 , eprint =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.439920Z

Source-reported events for the cited work

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Observation 0a746129-2a21-4d33-8f45-6578281f02bb · outbound

This paper cites Thinking with Images.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Thinking with Images

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.558206Z

Source-reported events for the cited work

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Observation 5718387f-4155-44ed-985f-ffae335d429c · outbound

This paper cites 2025 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2025 , eprint =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.659683Z

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Observation 9dc4a51d-8c50-4b99-a85c-0c72678263a5 · outbound

This paper cites 2026 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.794511Z

Source-reported events for the cited work

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Observation 0b190101-bde2-405b-9fac-298517c583f6 · outbound

This paper cites 2026 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:54.910315Z

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Observation 70868d82-ab1d-418b-8a01-fda6ff8dc8e5 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.023879Z

Source-reported events for the cited work

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Observation 513248d4-59b6-440b-8bdc-17a20dabafed · outbound

This paper cites 2024 , editor =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , editor =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.082239Z

Source-reported events for the cited work

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Observation a04a5816-0c96-4b1d-8088-9751d2250cb0 · outbound

This paper cites 2024 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2024 , eprint =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.131875Z

Source-reported events for the cited work

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Observation b067e561-9dc4-4fc5-9e58-73542515b02b · outbound

This paper cites 2026 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.187346Z

Source-reported events for the cited work

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Observation 4fd0e318-580f-42bf-8b40-a96b0dac46b0 · outbound

This paper cites 2026 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.283957Z

Source-reported events for the cited work

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Observation 018113aa-2621-4c52-a69a-7deb8e6bef00 · outbound

This paper cites 2026 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.346902Z

Source-reported events for the cited work

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Observation 451b73b6-0a13-4c13-9e69-329c0545da46 · outbound

This paper cites 2026 , eprint =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , eprint =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.432799Z

Source-reported events for the cited work

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Observation d44c8b8e-e3be-4e59-8ab5-3dbb0aa1baa9 · outbound

This paper cites an unresolved cited work.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.602974Z

Source-reported events for the cited work

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Observation 0d8100ba-7859-4530-998f-f5ce6117c450 · outbound

This paper cites an unresolved cited work.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.654826Z

Source-reported events for the cited work

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Observation e6c9aa16-9af4-4c6b-8ea4-b6dd1bd111b5 · outbound

This paper cites 2025 , month = dec, url =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2025 , month = dec, url =

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.722342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f862e55-f281-486b-81b4-fea5cd230bad · outbound

This paper cites 2026 , month = mar, url =.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation 2026 , month = mar, url =

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.794643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e655b7a6-4b7f-416d-b9af-74149f092054 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation gpt-oss-120b & gpt-oss-20b Model Card

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.865931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1938315e-b872-4745-a975-8a8034d2a6c4 · outbound

This paper cites On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:55.930939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e93543f-b346-455c-8fe8-8d64fefd2f6d · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.011512Z

Source-reported events for the cited work

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Observation 1d26f997-8c89-48bb-a4a9-4df95d2769da · outbound

This paper cites Qwen3-VL Technical Report.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Qwen3-VL Technical Report

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.082602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b8d6b5-c501-49de-8289-d59457e1b00b · outbound

This paper cites Qwen2.5-VL Technical Report.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Qwen2.5-VL Technical Report

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.144169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4548282f-c229-4924-b451-8d15dbf63cfd · outbound

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

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.215062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3218f434-ea87-4e07-8468-b59c004dcb80 · outbound

This paper cites HALC : Object hallucination reduction via adaptive focal-contrast decoding.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation HALC : Object hallucination reduction via adaptive focal-contrast decoding

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.290766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea88f219-adae-4354-9401-d06e604a6473 · outbound

This paper cites Sensenova-mars: Empowering multimodal agentic reasoning and search via reinforcement learning, 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Sensenova-mars: Empowering multimodal agentic reasoning and search via reinforcement learning, 2026

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.332882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165a4110-47d4-47bc-bb99-e5adb046a304 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.391695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84d35572-6fcf-4aa5-89c6-796679fd1500 · outbound

This paper cites ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.445550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bcf449f-18a7-4723-80d1-e290462b7e9d · outbound

This paper cites Thinking with deltas: Incentivizing reinforcement learning via differential visual reasoning policy, 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Thinking with deltas: Incentivizing reinforcement learning via differential visual reasoning policy, 2026

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.482479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff9db73-4674-407c-ba9f-198d89862a74 · outbound

This paper cites Gemini 3 Flash : Model card, December 2025.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Gemini 3 Flash : Model card, December 2025

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.551166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7c6b6f-6d8f-41d3-bd5f-73d881148b81 · outbound

This paper cites Gemini 3.1 Pro : Model card, February 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Gemini 3.1 Pro : Model card, February 2026

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.584562Z

Source-reported events for the cited work

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Observation 442adfdb-05ff-4489-9cb7-b23f6b3728aa · outbound

This paper cites Minillm: Knowledge distillation of large language models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Minillm: Knowledge distillation of large language models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.648037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329ff58e-4ee0-41f8-a2ec-9df6b85eb0c4 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Distilling the Knowledge in a Neural Network

Reference 64

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.690989Z

Source-reported events for the cited work

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Observation 73f3ba72-d8c8-46b2-900d-02b0538646af · outbound

This paper cites DeepEyesV2: Toward Agentic Multimodal Model.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation DeepEyesV2: Toward Agentic Multimodal Model

Reference 65

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.780851Z

Source-reported events for the cited work

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Observation 45bab644-faa5-47cc-954e-4fbad2161d51 · outbound

This paper cites an unresolved cited work.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.868155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80bbd39a-cf24-40d5-9453-2472813fa6c8 · outbound

This paper cites D isti LLM : Towards streamlined distillation for large language models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation D isti LLM : Towards streamlined distillation for large language models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:56.931558Z

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Observation c062be7e-f3f2-40c4-a765-da27d7c36d59 · outbound

This paper cites D isti LLM -2: A contrastive approach boosts the distillation of LLM s.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation D isti LLM -2: A contrastive approach boosts the distillation of LLM s

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.012108Z

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Observation b6858d32-aa28-412d-bd2e-cee69eb4cc7c · outbound

This paper cites Delve into Visual Contrastive Decoding for Hallucination Mitigation of Large Vision-Language Models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Delve into Visual Contrastive Decoding for Hallucination Mitigation of Large Vision-Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.075696Z

Source-reported events for the cited work

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Observation 1df67567-5be9-4880-878c-5abc0ff7e2ad · outbound

This paper cites Mitigating object hallucinations in large vision-language models through visual contrastive decoding.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Mitigating object hallucinations in large vision-language models through visual contrastive decoding

Reference 70

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.131651Z

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Observation 67276e56-415a-41ad-9373-38500b1dd3b0 · outbound

This paper cites Visual-OPSD: Cross-Modal On-Policy Self-Distillation for Efficient Unified Multimodal Reasoning.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Visual-OPSD: Cross-Modal On-Policy Self-Distillation for Efficient Unified Multimodal Reasoning

Reference 71

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.208674Z

Source-reported events for the cited work

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Observation fd8e593d-2e06-4536-aaa7-cc41438a6358 · outbound

This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.285409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f81486b-f60c-44e4-8373-71115d5f6971 · outbound

This paper cites Evaluating object hallucination in large vision-language models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Evaluating object hallucination in large vision-language models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.363077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05b5c04-abc4-444d-b1b1-3962501fb568 · outbound

This paper cites Visual Instruction Tuning.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Visual Instruction Tuning

Reference 74

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.408087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eccef601-1aed-4070-909c-bcfbb4451ee3 · outbound

This paper cites Visual-Advantage On-Policy Distillation for Vision-Language Models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Visual-Advantage On-Policy Distillation for Vision-Language Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.472108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545b15da-5973-4bd1-90e5-fccf113ff2ba · outbound

This paper cites Kimi K2.6 : From code to creation, from one to many, 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Kimi K2.6 : From code to creation, from one to many, 2026

Reference 76

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.527641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22accd0f-5391-4938-bbfa-116cf476a044 · outbound

This paper cites Introducing GPT-5.2 , December 2025 a.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Introducing GPT-5.2 , December 2025 a

Reference 77

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.607311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1c5199d-3f8f-4b06-8c1d-0545cb99692e · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation gpt-oss-120b & gpt-oss-20b Model Card

Reference 78

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.764209Z

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Observation 3896b2fd-ed49-4f9c-b460-e3889988510c · outbound

This paper cites Introducing GPT-5.4 , March 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Introducing GPT-5.4 , March 2026

Reference 79

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.892121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3691bb4b-f122-4d6d-95e0-233853627d8c · outbound

This paper cites Med-OPD: Improving Medical Vision-Language Models via Evidence-Aware On-Policy Distillation.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Med-OPD: Improving Medical Vision-Language Models via Evidence-Aware On-Policy Distillation

Reference 80

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.969468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 871248b4-97d7-41ca-b2b4-0e36a7fa58d4 · outbound

This paper cites Qwen3.5 : Towards native multimodal agents, 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Qwen3.5 : Towards native multimodal agents, 2026

Reference 81

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:57.980547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0a6f67f-5f37-47ee-b93b-757d35002dfa · outbound

This paper cites Contrastive On-Policy Distillation.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Contrastive On-Policy Distillation

Reference 82

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.020990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3885d9c3-41a7-4246-9b0c-2aba11a7e8bd · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.083276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c862bbf-7c48-4d1f-83e3-ae75f2f57609 · outbound

This paper cites Z oom E ye: Enhancing multimodal LLM s with human-like zooming capabilities through tree-based image exploration.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Z oom E ye: Enhancing multimodal LLM s with human-like zooming capabilities through tree-based image exploration

Reference 84

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.138959Z

Source-reported events for the cited work

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Observation 9e2b0aa4-67fc-4abb-8979-e74dafd249f7 · outbound

This paper cites V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

Reference 85

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.221049Z

Source-reported events for the cited work

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Observation 09280411-966e-4d8c-a076-0dd7cf940adb · outbound

This paper cites ViCuR: Visual Cues as Recoverable Privilege for Multimodal On-Policy Distillation.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation ViCuR: Visual Cues as Recoverable Privilege for Multimodal On-Policy Distillation

Reference 86

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.229599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c27224aa-c90a-4f59-9ba0-3012d76638f4 · outbound

This paper cites Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Reference 87

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.232934Z

Source-reported events for the cited work

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Observation 9c1a1b0b-26a0-4323-8fdc-0a01a5581cfa · outbound

This paper cites Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Reference 88

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.277821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbbe4ac2-9d5d-4ab3-93b2-e42a2be2ae85 · outbound

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

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 89

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.281180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa723826-0f6f-48dd-8d98-7c120e7a0deb · outbound

This paper cites Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models

Reference 90

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.284636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d826726-eb9c-4bb9-9e48-ddf678d1c1e7 · outbound

This paper cites Zooming without zooming: Region-to-image distillation for fine-grained multimodal perception, 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Zooming without zooming: Region-to-image distillation for fine-grained multimodal perception, 2026

Reference 91

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.287800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c1de77-47be-4752-be6a-b354061bc3c3 · outbound

This paper cites V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 92

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.290582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba25bc3d-d543-41ea-ba6b-fe2f83f6904b · outbound

This paper cites LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

Reference 93

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.293552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75de6691-3794-49ce-b24a-ec0718e3da4e · outbound

This paper cites On-Policy Context Distillation for Language Models.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation On-Policy Context Distillation for Language Models

Reference 94

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.296731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 013c5385-6923-4caa-8a0b-a02bbe89f442 · outbound

This paper cites Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding

Reference 95

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.299832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e6eee0-0aa0-4e89-8203-c7d410b9830b · outbound

This paper cites DOPD: Dual On-policy Distillation.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation DOPD: Dual On-policy Distillation

Reference 96

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.303219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b32ffac7-2ea5-4350-ac06-453c93634aef · outbound

This paper cites Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation

Reference 97

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.306518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3402560-1af6-4622-9e36-881501a522be · outbound

This paper cites Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation

Reference 98

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.309825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19032e72-684c-4f86-9ac2-7bba4df5be2a · outbound

This paper cites Thyme: Think Beyond Images.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Thyme: Think Beyond Images

Reference 99

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.312918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abce2db9-c536-4818-acb4-c9452cf76313 · outbound

This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Reference 100

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.315965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c830f302-c0eb-490a-aa94-92c4d7244101 · outbound

This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning

Reference 101

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.318844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f392b0-7c3d-4817-98a6-4c1d460746d8 · outbound

This paper cites GLM-4.6V , 2026.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation GLM-4.6V , 2026

Reference 102

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.321943Z

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