Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T19:49:43.782509Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 100 of 101 outbound references and 6 inbound Pith citation observations for arXiv:2411.10332.
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 2026-08-12T19:49:43.782509Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:20:59.262348Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T09:43:49.389473Z
100 of 101 outbound references displayed
External citation measurements
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Observation 6e27ab6e-8d49-4f7e-a5b2-f40d22d73eb7 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Qwen Technical Report
Reference 1
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Observation 72e74eea-765b-4db3-9a77-090e307a35c5 · outbound
Number it: Temporal Grounding Videos like Flipping Manga RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search
Reference 2
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Observation 51485249-0540-4699-b758-f7d90e4a49e0 · outbound
Number it: Temporal Grounding Videos like Flipping Manga The surprising effectiveness of multimodal large language models for video moment retrieval
Reference 3
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Observation 6d94de45-1e3f-4ae3-8853-9f4724b5450d · outbound
Number it: Temporal Grounding Videos like Flipping Manga Activitynet: A large-scale video benchmark for human activity understanding
Reference 4
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Observation 69faa14f-5026-4bd5-a722-8b1a8fb90c15 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Vip- llava: Making large multimodal models understand arbitrary visual prompts
Reference 5
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Observation 7096712d-dc08-4519-973f-04955a4c4edb · outbound
Number it: Temporal Grounding Videos like Flipping Manga Progressive bilateral-context driven model for post-processing person re-identification
Reference 6
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Observation 4654a0f1-076a-47c9-94ac-674fa74120fc · outbound
Number it: Temporal Grounding Videos like Flipping Manga Image-text Retrieval: A Survey on Recent Research and Development
Reference 7
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Observation 2c1476d4-0379-45ec-ab13-99bb0fa5505a · outbound
Number it: Temporal Grounding Videos like Flipping Manga An empirical study of clip for text-based person search
Reference 8
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Observation 7b1695a7-7ab0-4b01-96ba-62029f41cea9 · outbound
Number it: Temporal Grounding Videos like Flipping Manga An empirical study of clip for text-based person search
Reference 9
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Observation 7aefe83a-b8f4-464e-bd6c-c8a679f34b62 · outbound
Number it: Temporal Grounding Videos like Flipping Manga End- to-end multi-modal video temporal grounding
Reference 10
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Observation de3edf37-4da3-4ce3-b00c-c91aa7b91e7b · outbound
Number it: Temporal Grounding Videos like Flipping Manga InstructDET: Diversifying Referring Object Detection with Generalized Instructions
Reference 11
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Observation 30a36257-8ce9-444f-929c-9cc9ffd8e0e0 · outbound
Number it: Temporal Grounding Videos like Flipping Manga An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 12
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Observation 9b2b6afd-e249-426a-9884-5d899c6e2245 · outbound
Number it: Temporal Grounding Videos like Flipping Manga VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
Reference 13
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Observation 55ff0f91-8ea2-412b-9bc5-b194286f9130 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Cityllava: Efficient fine-tuning for vlms in city scenario
Reference 14
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Number it: Temporal Grounding Videos like Flipping Manga System- status-aware adaptive network for online streaming video un- derstanding
Reference 15
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Observation 19655bc8-82cc-496c-8605-de77949e833b · outbound
Number it: Temporal Grounding Videos like Flipping Manga Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 16
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Observation 5c093acf-5c4d-4376-9079-b5a4e9ff882b · outbound
Number it: Temporal Grounding Videos like Flipping Manga Fast video moment re- trieval
Reference 17
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Observation 23988d94-7d0b-46c1-8ed7-326ba4e2628d · outbound
Number it: Temporal Grounding Videos like Flipping Manga Tall: Temporal activity localization via language query
Reference 18
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Observation bd6fdd50-76ce-4130-83e9-4fb054b96c1a · outbound
Number it: Temporal Grounding Videos like Flipping Manga Scaling New Frontiers: Insights into Large Recommendation Models
Reference 19
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Observation 94d173e7-b44a-440d-987d-b0353c541ff7 · outbound
Number it: Temporal Grounding Videos like Flipping Manga VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding
Reference 20
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Observation 63b88a5e-6050-47ba-a9c7-d690d850d67e · outbound
Number it: Temporal Grounding Videos like Flipping Manga TRACE: Temporal Grounding Video LLM via Causal Event Modeling
Reference 21
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Observation 28b9663f-688b-420b-8df6-2c973fdb6a44 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Homeomorphism prior for false posi- tive and negative problem in medical image dense contrastive representation learning
Reference 22
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Number it: Temporal Grounding Videos like Flipping Manga CogVLM2: Visual Language Models for Image and Video Understanding
Reference 23
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Number it: Temporal Grounding Videos like Flipping Manga Lora: Low- rank adaptation of large language models
Reference 24
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Number it: Temporal Grounding Videos like Flipping Manga Vtimellm: Empower llm to grasp video moments
Reference 25
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Observation 5e2bf25e-8a6b-4cb6-aa13-0a76dce4666a · outbound
Number it: Temporal Grounding Videos like Flipping Manga LITA: Language Instructed Temporal-Localization Assistant
Reference 26
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Observation 506ce60d-03f8-44f0-bde1-05b22e3252e7 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Dg- pic: Domain generalized point-in-context learning for point cloud understanding
Reference 27
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Observation 1a7d9609-adf3-48a2-8e71-24552839217c · outbound
Number it: Temporal Grounding Videos like Flipping Manga Do you remember? dense video captioning with cross-modal memory retrieval
Reference 28
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Observation 624db7aa-a8ab-42bd-9fdc-c622c3847fe8 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Adam: A Method for Stochastic Optimization
Reference 29
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Observation 91cf0829-593d-4968-b7d4-0358d816f9f2 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Multi-scale spatial-temporal attention networks for functional connectome classification
Reference 30
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Observation 8f4931d5-9099-49bb-ad9c-1c7491b00e05 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Dense-captioning events in videos
Reference 31
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Observation e4b763a7-98c6-4ce9-939a-2904564c83d9 · outbound
Number it: Temporal Grounding Videos like Flipping Manga CoLLaVO: Crayon Large Language and Vision mOdel
Reference 32
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Observation 507369f4-f904-498e-9ab2-1e0469f59ca3 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Detecting mo- ments and highlights in videos via natural language queries
Reference 33
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Observation 59561a61-f99b-4cab-94b1-5289163a3801 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition
Reference 34
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Observation f957d1ad-6ae8-4ea1-b745-919a0d9f1367 · outbound
Number it: Temporal Grounding Videos like Flipping Manga LLaVA-OneVision: Easy Visual Task Transfer
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Observation 0d53bb1b-9d8d-4f2d-893c-463e4dea03e7 · outbound
Number it: Temporal Grounding Videos like Flipping Manga LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
Reference 36
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Observation 09a2978a-0dab-4de4-80b6-81a87fd1baf6 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Mvbench: A comprehensive multi-modal video understand- ing benchmark
Reference 37
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Observation c62509b5-0f60-4f87-b29d-4971869331d7 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Learning semantic- aligned feature representation for text-based person search
Reference 38
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Observation b68bf659-b23a-4b9d-9e04-349e81444b5a · outbound
Number it: Temporal Grounding Videos like Flipping Manga Tea: Temporal excitation and aggregation for action recognition
Reference 39
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Observation a4355b3d-2707-4492-aa59-d4862cef34b0 · outbound
Number it: Temporal Grounding Videos like Flipping Manga GroundingGPT:Language Enhanced Multi-modal Grounding Model
Reference 40
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Observation 2fbc9ea8-719a-4696-b2e4-2b25d120c80e · outbound
Number it: Temporal Grounding Videos like Flipping Manga Univtg: Towards unified video- language temporal grounding
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Number it: Temporal Grounding Videos like Flipping Manga Microsoft coco: Common objects in context
Reference 42
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Number it: Temporal Grounding Videos like Flipping Manga Visual instruction tuning
Reference 43
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Number it: Temporal Grounding Videos like Flipping Manga OmniCLIP: Adapting CLIP for Video Recognition with Spatial-Temporal Omni-Scale Feature Learning
Reference 44
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Observation 6b993de5-2630-46c2-9c65-e5c372cc7511 · outbound
Number it: Temporal Grounding Videos like Flipping Manga General- ized video anomaly event detection: Systematic taxonomy and comparison of deep models
Reference 45
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Number it: Temporal Grounding Videos like Flipping Manga Groma: Localized visual tokenization for grounding multimodal large language models
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Number it: Temporal Grounding Videos like Flipping Manga Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model
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Number it: Temporal Grounding Videos like Flipping Manga Weakly supervised video moment retrieval from text queries
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Number it: Temporal Grounding Videos like Flipping Manga Interventional video ground- ing with dual contrastive learning
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Number it: Temporal Grounding Videos like Flipping Manga Hello gpt-4o
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Number it: Temporal Grounding Videos like Flipping Manga LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
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Number it: Temporal Grounding Videos like Flipping Manga Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
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Number it: Temporal Grounding Videos like Flipping Manga Controllable augmentations for video representation learning
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Reference 85
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Observation 9878b8de-46dc-46ad-a9bb-a51c3af5f986 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Hierarchical video-moment retrieval and step-captioning
Reference 86
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Observation 1054c9b0-a73c-4304-839d-7d6752d46d73 · outbound
Number it: Temporal Grounding Videos like Flipping Manga Long Context Transfer from Language to Vision
Reference 87
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Number it: Temporal Grounding Videos like Flipping Manga Pixel adapter: A graph-based post-processing approach for scene text image super-resolution
Reference 88
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Number it: Temporal Grounding Videos like Flipping Manga LLaVA-Video: Video Instruction Tuning With Synthetic Data
Reference 89
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Observation 4259b911-136d-4604-b2e9-9b7ebb1dce2b · outbound
Number it: Temporal Grounding Videos like Flipping Manga Temporal action detection with structured segment networks
Reference 90
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Number it: Temporal Grounding Videos like Flipping Manga Multi-modal in-context learning makes an ego-evolving scene text recognizer
Reference 91
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Number it: Temporal Grounding Videos like Flipping Manga MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control
Reference 92
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Number it: Temporal Grounding Videos like Flipping Manga Moment Retrieval In the training-free (NumPro) setting, we extract frames from videos at 1 FPS, with each frame resized to a reso- lution of 336 × 336
Reference 93
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Number it: Temporal Grounding Videos like Flipping Manga from frame 000 to frame 200
Reference 94
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Number it: Temporal Grounding Videos like Flipping Manga from 2 to
Reference 95
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Number it: Temporal Grounding Videos like Flipping Manga We use 1FPS as the sampling rate, and adopt a design of red color, font size 40, and bottom right positioning for the number prompt
Reference 96
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Observation 62fd4d25-418d-44b6-8af2-9bd64dc760c0 · outbound
Number it: Temporal Grounding Videos like Flipping Manga The results show that our method generalizes well across various General Vid-LLMs, achieving notable improvements in both mAP and HIT@1 metrics
Reference 97
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Observation 2b4ca4a2-edf2-43f8-8179-dce471846824 · outbound
Number it: Temporal Grounding Videos like Flipping Manga While a font size of 60 achieves better Number Accu- racy than a size of 40 (Figure 5 of the main paper), it reduces Caption Accuracy and introduces more outliers
Reference 98
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Observation f9fb595a-597d-452a-9daf-29dea2b4b37d · outbound
Number it: Temporal Grounding Videos like Flipping Manga 10.5s”) may introduce decimals, which can increase parsing complexity for Vid-LLMs. In Tabel 9, we compare minute-level temporal annotations (e.g., “01:10
Reference 99
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Number it: Temporal Grounding Videos like Flipping Manga Dialogue Figure 11 illustrates a real-world application of our NumPro method within the Qwen2-VL-7B model, highlighting its ability to handle complex video-based dialogue tasks
Reference 100
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Observation 4e3c51c5-4ff5-45b9-bf7d-a5636c50b639 · inbound
ViaRL: Adaptive Temporal Grounding via Visual Iterated Amplification Reinforcement Learning Number it: Temporal Grounding Videos like Flipping Manga
Reference 34
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RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought Number it: Temporal Grounding Videos like Flipping Manga
Reference 38
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Observation 7e1acb8e-75d2-4094-aa64-372b6ae565b4 · inbound
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism Number it: Temporal Grounding Videos like Flipping Manga
Reference 29
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A Survey on Video Temporal Grounding with Multimodal Large Language Model Number it: Temporal Grounding Videos like Flipping Manga
Reference 107
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Observation 64179649-6c66-45a4-8c0a-944396226658 · inbound
AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation Number it: Temporal Grounding Videos like Flipping Manga
Reference 60
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Observation 236e8bce-f0ed-463a-895b-a3947d3cf26b · inbound
TimePLE: Rethinking Temporal Representation for Video Temporal Grounding Number it: Temporal Grounding Videos like Flipping Manga
Reference 36
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