Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation | Paper Citation Record

Observation 04b08a1d-1618-4655-a739-2cf0e76629af · outbound

This paper cites Better, stronger, faster: Tackling the trilemma in mllm-based segmentation with simultaneous textual mask prediction,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Better, stronger, faster: Tackling the trilemma in mllm-based segmentation with simultaneous textual mask prediction,

Reference 1

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Observation b8bfe145-ca25-4b8d-8ae0-6e0548181006 · outbound

This paper cites Qwen3 Technical Report.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Qwen3 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.455763Z

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Observation 3d1abe1e-a1fb-45e0-b662-4ffe1e1796eb · outbound

This paper cites LION: Empowering multimodal large language model with dual-level visual knowledge,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation LION: Empowering multimodal large language model with dual-level visual knowledge,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.752270Z

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Observation ca71740f-6953-4b02-9706-29476b94628c · outbound

This paper cites MLLMs know where to look: Training-free perception of small visual details with multimodal llms,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation MLLMs know where to look: Training-free perception of small visual details with multimodal llms,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.742657Z

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Observation fd34f1a2-1f9d-4b9a-92b8-e75336cd8852 · outbound

This paper cites Detect anything via next point prediction,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Detect anything via next point prediction,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.464691Z

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Observation ee3bf2eb-43a2-496a-881a-07ff99bee524 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 6

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Observation 43e2b31a-79ee-4d7c-a186-bdf99bf31cac · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation LLaVA-OneVision: Easy Visual Task Transfer

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.471468Z

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Observation c482a154-3187-4ee1-abb6-cc7a6053be76 · outbound

This paper cites PhD: A ChatGPT-prompted visual halluci- nation evaluation dataset,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation PhD: A ChatGPT-prompted visual halluci- nation evaluation dataset,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.732220Z

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Observation fe07297c-e113-4a74-a93a-53d6c32697a0 · outbound

This paper cites Qwen2.5-VL Technical Report.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Qwen2.5-VL Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.478261Z

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Observation 74ed9fa0-c20d-4ae6-b070-15bd8cf4e1c8 · outbound

This paper cites Segmentation as a plug-and-play capability for frozen multimodal LLMs,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Segmentation as a plug-and-play capability for frozen multimodal LLMs,

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-15T15:03:54.999538Z

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Observation a224531b-01d7-47f8-abe9-b5079e6bed0b · outbound

This paper cites Text4Seg: Reimagining image segmentation as text generation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Text4Seg: Reimagining image segmentation as text generation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.721351Z

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Observation cfd23eaa-e655-4fde-b097-85598dce54c2 · outbound

This paper cites LISA: Reasoning segmentation via large language model,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation LISA: Reasoning segmentation via large language model,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.710085Z

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Observation e441a837-c859-4918-bd43-56a6b0bd4abb · outbound

This paper cites GSV A: Generalized segmentation via multimodal large language models,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation GSV A: Generalized segmentation via multimodal large language models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.699166Z

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Observation eb594ba4-8168-43c7-8986-3c49e5eeae95 · outbound

This paper cites PixelLM: Pixel reasoning with large multimodal model,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation PixelLM: Pixel reasoning with large multimodal model,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.687046Z

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Observation 7c0d53ec-299e-45d1-b124-5e19aee050d1 · outbound

This paper cites MMR: A large-scale benchmark dataset for multi-target and multi- granularity reasoning segmentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation MMR: A large-scale benchmark dataset for multi-target and multi- granularity reasoning segmentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.675152Z

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Observation fef7e871-c616-421b-9dec-eb69d416b313 · outbound

This paper cites Reasoning to attend: Try to understand how<SEG>token works,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Reasoning to attend: Try to understand how<SEG>token works,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.658171Z

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Observation 03e114b1-1560-4466-9e71-3d6dd8b1a0d0 · outbound

This paper cites VisionLLM v2: An end-to-end generalist multimodal large language SUBMISSION 17 model for hundreds of vision-language tasks,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation VisionLLM v2: An end-to-end generalist multimodal large language SUBMISSION 17 model for hundreds of vision-language tasks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.647250Z

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Observation a2b4c67b-43b8-4186-bbfb-521c4f802bb2 · outbound

This paper cites Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement

Reference 18

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Observation 1cd02046-2b11-4129-b374-725484920792 · outbound

This paper cites SegAgent: Exploring pixel understanding capabilities in mllms by imitating human annotator trajectories,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation SegAgent: Exploring pixel understanding capabilities in mllms by imitating human annotator trajectories,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.636086Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 406235f7-a893-424f-82dc-c6601765be84 · outbound

This paper cites Text4Seg++: Advancing image segmentation via generative language modeling,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Text4Seg++: Advancing image segmentation via generative language modeling,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.624006Z

Source-reported events for the cited work

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Observation 0593f58f-a32d-4410-bbc3-0c92be3785c8 · outbound

This paper cites GLaMM: Pixel grounding large multimodal model,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation GLaMM: Pixel grounding large multimodal model,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.610352Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2f93bd10-bd8f-48bc-8cda-0272fd706c1d · outbound

This paper cites See say and segment: Teaching LMMs to overcome false premises,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation See say and segment: Teaching LMMs to overcome false premises,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.597190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6c2cd546-1986-45f4-9431-bc70bd7b7acd · outbound

This paper cites VisionLLM: Large language model is also an open-ended decoder for vision-centric tasks,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation VisionLLM: Large language model is also an open-ended decoder for vision-centric tasks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.584499Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 29f44c12-a969-43fd-9612-dd62a074efcb · outbound

This paper cites ReferItGame: Referring to objects in photographs of natural scenes,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation ReferItGame: Referring to objects in photographs of natural scenes,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.572467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4b02c12e-dc90-4336-ac4f-24207e27f9fb · outbound

This paper cites Generation and comprehension of un- ambiguous object descriptions,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Generation and comprehension of un- ambiguous object descriptions,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.562135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 719a921b-2021-4c44-b8e0-e1ba6d91a1df · outbound

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

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 26

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Observation d939e361-afbb-4349-97ee-e866c4f81170 · outbound

This paper cites Scaling Laws for Neural Language Models.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Scaling Laws for Neural Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.538716Z

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Observation 1426642a-64c0-4a48-85f4-5549ba467a59 · outbound

This paper cites Hello GPT-4o,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Hello GPT-4o,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.552541Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e219408a-a3d9-46a8-9b7e-8476dfae5a2c · outbound

This paper cites Google Gemini 2.5 Pro,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Google Gemini 2.5 Pro,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.543034Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 912d1f00-b430-4f06-84fd-bc4c4677137f · outbound

This paper cites Empowering small VLMs to think with dynamic memorization and exploration,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Empowering small VLMs to think with dynamic memorization and exploration,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.532537Z

Source-reported events for the cited work

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Observation ba301dd4-4fb2-48c0-9f4b-9cd6aa462077 · outbound

This paper cites Flamingo: a visual language model for few-shot learning,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Flamingo: a visual language model for few-shot learning,

Reference 31

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Observation 4ef2b056-5ca2-4e0f-b851-d7cfdeda56ed · outbound

This paper cites InstructBLIP: Towards general- purpose vision-language models with instruction tuning,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation InstructBLIP: Towards general- purpose vision-language models with instruction tuning,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.515579Z

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Observation b1bfb3f6-1214-4997-bad2-880feadda6ea · outbound

This paper cites Visual instruc- tion tuning,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Visual instruc- tion tuning,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.503849Z

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Observation 4bcfd626-2366-4f5a-9e93-9a24e3ad82a9 · outbound

This paper cites Improved baselines with visual instruction tuning,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Improved baselines with visual instruction tuning,

Reference 34

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Observation 601a7695-856f-42b3-9a2d-7cf4149bce0b · outbound

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

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.562380Z

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Observation b60787d1-80fa-49d2-a7ce-2e81bbe1d8cf · outbound

This paper cites Qwen3-VL Technical Report.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Qwen3-VL Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.565807Z

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Observation d7be95b9-76e9-4630-add3-b89b088f9cb8 · outbound

This paper cites Latent Visual Reasoning.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Latent Visual Reasoning

Reference 37

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Observation cc610fa0-ba34-4b73-82ad-5953674b34df · outbound

This paper cites Segment anything,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Segment anything,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.572969Z

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Observation 89d0900f-e339-48d5-9708-b9d2454358b2 · outbound

This paper cites SegLLM: Multi- round reasoning segmentation with large language mod- els,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation SegLLM: Multi- round reasoning segmentation with large language mod- els,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.477234Z

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Observation 880f5ac2-2e34-495f-ab32-5e666196e4dd · outbound

This paper cites MLLM can see? dynamic correction decoding for hallucination mitigation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation MLLM can see? dynamic correction decoding for hallucination mitigation,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.465603Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0dbd1d34-3a1f-4c57-a305-322c6a077190 · outbound

This paper cites Grounding multimodal large lan- guage models to the world,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Grounding multimodal large lan- guage models to the world,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.454938Z

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Observation 7a34b36a-3858-4006-9236-d7ef689eefbc · outbound

This paper cites Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.586131Z

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Observation aa5a3832-948a-4297-8a62-0e08b2f85793 · outbound

This paper cites Perception tokens en- hance visual reasoning in multimodal language models,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Perception tokens en- hance visual reasoning in multimodal language models,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.444001Z

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Observation eb3ae115-811f-4f68-b83c-eef6c98af6df · outbound

This paper cites ViperGPT: Visual inference via python execution for reasoning,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation ViperGPT: Visual inference via python execution for reasoning,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.432028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0a5f2e30-0404-48a2-a1c9-a8cbc821d645 · outbound

This paper cites Chameleon: Plug- and-play compositional reasoning with large language models,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Chameleon: Plug- and-play compositional reasoning with large language models,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.419995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bb0adc8a-f9b2-425d-908b-274ec596363f · outbound

This paper cites MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.601092Z

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Observation b7e4c956-5862-495f-832d-88bbaf4587e6 · outbound

This paper cites Visual sketchpad: Sketching as a visual chain of thought for multimodal language models,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Visual sketchpad: Sketching as a visual chain of thought for multimodal language models,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.408294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 039fe8d4-6bfa-4653-aa56-f6504ca3128a · outbound

This paper cites Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.608308Z

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Observation d51d1135-2c12-457c-8f96-f903be002fff · outbound

This paper cites Multimodal chain of continu- ous thought for latent-space reasoning in vision-language models,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Multimodal chain of continu- ous thought for latent-space reasoning in vision-language models,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.611963Z

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Observation 11a287d2-81e2-49de-92d2-4c52baffc397 · outbound

This paper cites GRES: Generalized referring expression segmentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation GRES: Generalized referring expression segmentation,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.396241Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 47842052-bb3f-4e0b-83c1-8a29e5673b6b · outbound

This paper cites Rotated multi-scale interaction network for referring remote sensing image segmentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Rotated multi-scale interaction network for referring remote sensing image segmentation,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.384191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1620cbd2-528e-4e73-91ae-c95901437297 · outbound

This paper cites SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.622033Z

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Observation 0b84a510-00d2-4954-b6bd-49f51a874a90 · outbound

This paper cites COCO-Stuff: Thing and stuff classes in context,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation COCO-Stuff: Thing and stuff classes in context,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.373193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d2717e80-0ea9-4c2e-9947-75f9d4fdbce6 · outbound

This paper cites Microsoft COCO: Common objects in context,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Microsoft COCO: Common objects in context,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.628758Z

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Unavailable: canonical work link unavailable.

Observation eb93b69d-18f0-4682-9bec-984b6b5b5123 · outbound

This paper cites Universal instance perception as object discovery and retrieval,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Universal instance perception as object discovery and retrieval,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.352548Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3ec1a4bd-74fd-4935-8aa8-974b566a410c · outbound

This paper cites PolyFormer: Referring im- age segmentation as sequential polygon generation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation PolyFormer: Referring im- age segmentation as sequential polygon generation,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.342361Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 725c51a9-44cd-4e61-9b12-4e53da9d4a99 · outbound

This paper cites Language-aware vision transformer for referring segmentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Language-aware vision transformer for referring segmentation,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.330716Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 26b018bf-29de-478c-8b7d-71d677686b35 · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Open-vocabulary semantic segmentation with mask-adapted clip,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.320074Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 803c6677-c8c7-45ba-a00e-0f9ba6204390 · outbound

This paper cites NExT- Chat: An LMM for chat, detection and segmentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation NExT- Chat: An LMM for chat, detection and segmentation,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.309625Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 46fea211-ec73-42f4-af8c-c4d41d115b7f · outbound

This paper cites GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.651396Z

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Observation 7e48c61d-4e4a-4342-99f8-ab0fd99b6040 · outbound

This paper cites Semantic understanding of scenes through the ADE20K dataset,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Semantic understanding of scenes through the ADE20K dataset,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.299727Z

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Observation 181e0006-ebcc-47e4-bf79-0cb248aab9ad · outbound

This paper cites The role of context for object detection and semantic segmentation in the wild,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation The role of context for object detection and semantic segmentation in the wild,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.289134Z

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Observation eddf5a35-7074-4569-a919-967d4eb3d5a1 · outbound

This paper cites The PASCAL visual object classes (VOC) challenge,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation The PASCAL visual object classes (VOC) challenge,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.278159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e1620c24-8c25-44af-a28b-225d4a69d47e · outbound

This paper cites ClearCLIP: Decomposing clip representa- tions for dense vision-language inference,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation ClearCLIP: Decomposing clip representa- tions for dense vision-language inference,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.267908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dc9135cc-a1c3-4133-8670-8aa8dab1b5c1 · outbound

This paper cites ProxyCLIP: Proxy attention improves clip for open-vocabulary segmentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation ProxyCLIP: Proxy attention improves clip for open-vocabulary segmentation,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.257251Z

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Observation ae84c898-2067-4b56-abdb-828bdc0b91e7 · outbound

This paper cites Open-vocabulary universal image segmentation with maskclip,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Open-vocabulary universal image segmentation with maskclip,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.246133Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 284bd96e-62dd-4aec-8b06-0bf807a575c3 · outbound

This paper cites GroupViT: Semantic segmenta- tion emerges from text supervision,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation GroupViT: Semantic segmenta- tion emerges from text supervision,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.235335Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0702a6f-98d4-4145-aafa-76ed3cdfd46c · outbound

This paper cites SAN: Side adapter network for open-vocabulary semantic seg- mentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation SAN: Side adapter network for open-vocabulary semantic seg- mentation,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.225448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6bfc685c-e110-4a95-aa14-55fcf932c696 · outbound

This paper cites LaSagnA: Language-based Segmentation Assistant for Complex Queries.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation LaSagnA: Language-based Segmentation Assistant for Complex Queries

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.681762Z

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Observation b02ad1b6-b270-415a-afc2-63967b3a525d · outbound

This paper cites POPEN: Preference-based optimization and ensemble for LVLM-based reasoning segmentation,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation POPEN: Preference-based optimization and ensemble for LVLM-based reasoning segmentation,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.214842Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f4f4dae6-1f65-4854-9c44-ec1f3a0942bc · outbound

This paper cites MMMU: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation MMMU: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.202978Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 70d01109-c09b-4ca4-aea6-09f72332c59d · outbound

This paper cites MMBench: Is your multi-modal model an all-around player?.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation MMBench: Is your multi-modal model an all-around player?

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.187936Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 93f5a652-b3c4-4b62-a4d2-0f96a4779fce · outbound

This paper cites Are we on the right way for evaluating large vision-language models?.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Are we on the right way for evaluating large vision-language models?

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:54.697655Z

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Observation 9def69ac-b21b-49dc-9a2f-35e2016ac5a6 · outbound

This paper cites Learn to explain: Multimodal reasoning via thought chains for science question answering,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Learn to explain: Multimodal reasoning via thought chains for science question answering,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.168942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2815211c-9384-4853-9633-3416355e1333 · outbound

This paper cites Towards VQA models that can read,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation Towards VQA models that can read,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.155787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8b30706-2dfe-42d5-9f36-854c70f92195 · outbound

This paper cites VizWiz grand challenge: Answering visual questions from blind people,.

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation VizWiz grand challenge: Answering visual questions from blind people,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:03:55.144779Z

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