Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T08:37:44.462596Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 0 inbound Pith citation observations for arXiv:2607.21061.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T08:37:44.462596Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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
86 of 86 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 924657f6-f887-4079-9889-903c6c15c14d · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotional intelligence and interpersonal relations,
Reference 1
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Unavailable: canonical work link unavailable.
Observation 876d1042-b585-4e86-aa18-b99039e8b871 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affective image content analysis: Two decades review and new perspectives,
Reference 2
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Unavailable: canonical work link unavailable.
Observation 9ac78547-6d39-4886-a3a2-fdedcbb53c69 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Multimodal Emotion Recognition with Large Language Models
Reference 3
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Unavailable: canonical work link unavailable.
Observation 25df5998-f8d5-4b2e-8693-ee46b68110e1 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Instructblip: Towards general-purpose vision-language models with instruction tuning,
Reference 4
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Unavailable: canonical work link unavailable.
Observation c45e611d-ab49-4b21-9e59-d100e89ddda8 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Minsky,Society of Mind
Reference 5
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Unavailable: canonical work link unavailable.
Observation 5f6ab6d2-6c1e-4641-bbb1-5167c0543e49 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement OpenAI GPT-5 System Card
Reference 6
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Unavailable: canonical work link unavailable.
Observation 3e73225b-49ac-477c-92c9-bda1b01bc3df · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3.5: Towards native multimodal agents,
Reference 7
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Unavailable: canonical work link unavailable.
Observation 49b3a047-573f-46d5-8652-4231750a3f47 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Seed 2.0 official launch,
Reference 8
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Observation 061ea8ab-fcf0-4adb-bf84-eee925080103 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Building a large scale dataset for image emotion recognition: The fine print and the benchmark,
Reference 9
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Unavailable: canonical work link unavailable.
Observation b8688e87-2069-46a4-b321-dab5732f9628 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement EMOTIC: emotions in context dataset,
Reference 10
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Unavailable: canonical work link unavailable.
Observation cd3ac59f-7368-442c-9c23-e7b002a26531 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Learning visual emotion representations from web data,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a0c53a4-11b1-4d5e-9eb4-832ff8b7c3e0 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emoset: A large-scale visual emotion dataset with rich attributes,
Reference 12
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Unavailable: canonical work link unavailable.
Observation a84035df-dd7a-4061-82e0-52eae9fdc5cd · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Artemis: Affective language for visual art,
Reference 13
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Unavailable: canonical work link unavailable.
Observation e279190f-9dd4-4ee0-b0f1-4a7b4fd90d3a · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affection: Learning affective explanations for real-world visual data,
Reference 14
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Unavailable: canonical work link unavailable.
Observation 95966f5d-164e-477a-a8b8-7678fbe07bb0 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Why we feel: Breaking boundaries in emotional reasoning with multimodal large language models,
Reference 15
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Unavailable: canonical work link unavailable.
Observation 8f5ccf29-78e2-4799-89b4-6313e8b54243 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Predicting personalized emotion perceptions of social images,
Reference 16
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Unavailable: canonical work link unavailable.
Observation cc339a07-6f1f-43f9-8530-9e6e66d1ae20 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement GPT-4o System Card
Reference 17
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Unavailable: canonical work link unavailable.
Observation e0b559f3-bb9c-4b05-a752-c440fa9d039e · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Context in emotion perception,
Reference 18
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Unavailable: canonical work link unavailable.
Observation 55d97070-11f7-4bbe-b050-b69960af86ac · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Faces in context: A review and systemati- zation of contextual influences on affective face processing,
Reference 19
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Unavailable: canonical work link unavailable.
Observation 94fb49f8-5d9b-418a-9c43-35830ee118e6 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Individual differences in emotion processing,
Reference 20
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Unavailable: canonical work link unavailable.
Observation eb80f917-128b-499c-9b0b-741eadb6ab68 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Reliable crowdsourcing and deep locality- preserving learning for expression recognition in the wild,
Reference 21
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Unavailable: canonical work link unavailable.
Observation d339890b-ffe7-4af6-9f23-a6c3b0afa4cd · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement A circumplex model of affect,
Reference 22
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Unavailable: canonical work link unavailable.
Observation 6e540371-8ca8-4c6b-b890-36eeaf9167e4 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Constants across cultures in the face and emotion,
Reference 23
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Unavailable: canonical work link unavailable.
Observation 092e23ed-5c6b-408b-b763-2a2331240d99 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 24
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Unavailable: canonical work link unavailable.
Observation 6b3533c6-7c45-4bc0-b478-f65f22b1b5b4 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
Reference 25
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Unavailable: canonical work link unavailable.
Observation 96d0e448-e310-41eb-aa26-8ddddc9843e1 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Eemo-bench: A benchmark for multi-modal large language models on image evoked emotion assessment,
Reference 26
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Unavailable: canonical work link unavailable.
Observation e7d3b4f8-21e2-43ae-8bf4-2ec0a1f57300 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emocaliber: Advancing reliable visual emotion comprehension via confidence verbalization and calibration,
Reference 27
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Unavailable: canonical work link unavailable.
Observation 0bb8fd32-0cef-4192-a79c-d8541a4c5e15 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Customizing visual emotion evaluation for mllms: An open-vocabulary, multifaceted, and scalable approach,
Reference 28
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Unavailable: canonical work link unavailable.
Observation b6529244-88ef-46e0-bb46-4c28940c0d16 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement The conditions of artificial general intelligence: Logic, autonomy, resilience, integrity, morality, emotion, embodiment, and embeddedness,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 77f27251-fad0-4228-8007-205962f69d6a · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotional category data on images from the international affective picture system,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 6536726c-9ad0-42be-9238-d8e2b313cda3 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affective image classification using features inspired by psychology and art theory,
Reference 31
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Unavailable: canonical work link unavailable.
Observation 62abdbc1-a400-464c-814f-252566b3287c · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement LUCFER: A large-scale context-sensitive image dataset for deep learning of visual emotions,
Reference 32
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Observation 62a3f056-665a-4cb9-b02b-0c717d299831 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Weakly supervised coupled networks for visual sentiment analysis,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 3659bbbc-d6fd-4b03-b38e-336afb9c6dd3 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement S2-ver: Semi-supervised visual emotion recognition,
Reference 34
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Observation 45f9af73-ef39-4395-9b41-d050f46b577d · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MDAN: multi-level dependent attention network for visual emotion analysis,
Reference 35
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Observation 23d20872-173f-4cc8-80d5-46bc05d3e017 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Pdanet: Polarity-consistent deep attention network for fine-grained visual emotion regression,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 7635f20f-651d-4bab-92d3-495cb8775baa · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement It is okay to not be okay: Overcoming emotional bias in affective image captioning by contrastive data collection,
Reference 37
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Unavailable: canonical work link unavailable.
Observation 747744e8-7062-432a-ac09-fea1f5bf3577 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Probing sentiment-oriented pretraining inspired by human sentiment perception mechanism,
Reference 38
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Unavailable: canonical work link unavailable.
Observation c6626622-e4a0-41ea-bad6-f9d97eeb2019 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Bridging visual affective gap: Borrowing textual knowledge by learning from noisy image-text pairs,
Reference 39
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Observation 07572543-27fe-475e-b6cc-6592678f121b · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Zero-shot emotion recognition via affective structural embedding,
Reference 40
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Unavailable: canonical work link unavailable.
Observation 69e05c98-d626-4970-b3c4-a8ee09af1924 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affective embedding framework with semantic representations from tweets for zero-shot visual sentiment prediction,
Reference 41
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Unavailable: canonical work link unavailable.
Observation 10b456e2-2b0b-4415-a8f4-802790728d76 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement An empirical study on configuring in-context learning demonstrations for unleashing mllms’ sentimental perception capability,
Reference 42
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Observation ab268955-5315-4454-8303-0b5fdbe57fe2 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Mm-bigbench: Evaluating multimodal models on multimodal content comprehension tasks,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 7dd5d731-c64b-4b5b-ad7f-9fb392961d48 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Facial affective behavior analysis with instruction tuning,
Reference 44
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Observation afb2c2f2-d3aa-4417-9bb4-53fd490c70d7 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models
Reference 45
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Observation 3db65a36-ce5f-4380-af8a-1b38c5bd67da · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emovit: Revolutionizing emotion insights with visual instruction tuning,
Reference 46
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Unavailable: canonical work link unavailable.
Observation fe362b4d-5186-4db9-a16b-cfacf28a8b6f · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Reference 47
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Observation a5a8199b-a40a-479b-93bc-d01a4498a431 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment
Reference 48
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Observation a14066a9-0116-4961-aa6e-3bd944be79dc · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotion perception from a componential perspective,
Reference 49
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Observation aab431a3-7807-4bab-8654-4acb0892bf4c · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Toward label-efficient emotion and sentiment analysis,
Reference 50
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Observation f10de8fd-218f-4307-81da-c232abd65745 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotion-llama: Multimodal emotion recognition and reasoning with instruction tuning,
Reference 51
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Observation cc48adbd-64c2-4d2d-89d7-692ed02e94c8 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Hallucination of Multimodal Large Language Models: A Survey
Reference 52
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Observation c9107052-5c28-45a6-8afa-08e8fa5f3a4f · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Mm-safetybench: A benchmark for safety evaluation of multimodal large language models,
Reference 53
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Observation bbed5a35-6205-478f-a120-310050860235 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement GPT-4 Technical Report
Reference 54
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Unavailable: canonical work link unavailable.
Observation 18832989-a893-4dac-8396-ac27252748b0 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emobench: Evaluating the emotional intelligence of large language models,
Reference 55
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Observation a526cafb-e8f7-40df-b8ac-03800fd8ebe8 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Unresolved cited work
Reference 56
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Observation fb0fcc21-d295-4f5d-a936-16fed46242eb · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Extracting moods from pictures and sounds: Towards truly personalized tv,
Reference 57
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Unavailable: canonical work link unavailable.
Observation 9292849e-fc87-4847-abd9-6f5e8aa813c4 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Learning transferable visual models from natural language supervision,
Reference 58
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Observation cf0341ac-dda9-4070-8aaa-c278882987a7 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Improved baselines with visual instruction tuning,
Reference 59
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Observation 5b147077-e396-49e5-b98c-eefccb23b204 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MANTIS: Interleaved Multi-Image Instruction Tuning
Reference 60
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Observation 23b177a1-d927-4d62-913f-afada9d78050 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
Reference 61
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Observation c636bb41-f0a3-415f-b6c6-15f95f16eeb9 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Building and better understanding vision-language models: insights and future directions
Reference 62
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Observation 96ded6bb-ebc5-4b1d-8b3d-a14efc2e7442 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 63
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Unavailable: canonical work link unavailable.
Observation 577a5b85-5725-4e79-a24c-b8c17f85288b · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 64
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Observation 77df96d4-d078-4c5a-b650-17c12f20363c · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement The Llama 3 Herd of Models
Reference 65
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Observation ef0405c2-9e41-413c-b7e9-71406a9ff105 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
Reference 66
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Observation b601f800-9c31-4b69-936f-fb789207a7b8 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 67
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Observation 80e648b0-f4d1-4531-a0d5-bd32c66c58b9 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Opencompass: A universal evaluation platform for foun- dation models,
Reference 68
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Observation 9dd40f82-2304-4f37-8c94-b9b5c68241ba · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3-VL Technical Report
Reference 69
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Observation fd9c667b-8a4b-46d9-b7a7-6dd692fc1a04 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotionreasoner: Emotion-explanation-oriented reinforcement learning for explainable multimodal emotion recognition,
Reference 70
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Observation 4696959d-604e-4d2a-b2dc-5345d5f9aba0 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Proximal Policy Optimization Algorithms
Reference 71
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Observation 6a8066ff-f41e-42d8-b4bd-6b3b034620c9 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Does reinforcement learning really incentivize reasoning capacity in llms beyond the base model?
Reference 72
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Observation 0a6164ca-882e-4cb7-ad63-0db7b71f1f43 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement DeepSeek-VL: Towards Real-World Vision-Language Understanding
Reference 73
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Unavailable: canonical work link unavailable.
Observation 254a4cb1-2498-4f6e-adf0-aee7592dae99 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Gemma 4: Byte for byte, the most capable open models,
Reference 74
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Observation 632858f7-64c5-47fc-8ac2-01ab8fb35f79 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 75
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Observation f69b1674-2c8a-47f0-b883-0a324ca4d4f0 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3.6-27B: Flagship-level coding in a 27B dense model,
Reference 76
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Observation 858d0d0b-44f9-4411-83fa-4017f25f226d · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen2.5-vl,
Reference 77
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Unavailable: canonical work link unavailable.
Observation 05ea3c08-6a94-4380-9f23-c523d9b32e34 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 78
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Observation 6b6174af-2b43-457b-952a-5af006caf61b · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Reference 79
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Unavailable: canonical work link unavailable.
Observation bc403541-2b97-4b33-9b74-c58a6aa4d875 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MiMo-VL Technical Report
Reference 80
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Observation 4b5d8498-8540-4788-8157-32fee6135f07 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 81
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Observation 85603fbc-be75-4a2b-a13e-aacd896f35f4 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Kimi K2.5: Visual Agentic Intelligence
Reference 82
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Observation 96d10c62-334a-47dd-9ac2-10c5f4e83e5f · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Minicpm-v 4.5: Cooking efficient mllms via architecture, data, and training recipe,
Reference 83
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Observation 5027bcaf-d7b4-4a88-bb89-a1844023b266 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3.6-plus: Towards real world agents,
Reference 84
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Observation a1c55d83-6932-4859-8cb1-43d89de6ded3 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence
Reference 85
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Observation 276c7f29-bbe0-4e45-a9d5-51bd9693e403 · outbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Gemma 3 Technical Report
Reference 86
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No inbound Pith citation observations are available.