Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T23:39:22.070629Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2605.07061.
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 2026-06-30T23:39:22.070629Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5a8a2620-d35a-4f03-b086-7b814fd71ea4 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Cosmos World Foundation Model Platform for Physical AI
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c0795d41-239c-494c-919d-5e8ec55ae934 · outbound
Do Joint Audio-Video Generation Models Understand Physics? VideoPhy: Evaluating Physical Commonsense for Video Generation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68ca9a9f-28a4-45f6-97c7-000e535ba148 · outbound
Do Joint Audio-Video Generation Models Understand Physics? VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 70f089c7-d8d9-45fc-871e-9cc4bfdee1b2 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Video generation models as world simulators
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 76e56aab-8d82-414a-b7e8-908829fa1ca6 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Genie: Generative interactive environments
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a69173e7-7a2c-468a-9dcb-74d5437933cb · outbound
Do Joint Audio-Video Generation Models Understand Physics? T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b2617e39-eb0d-4709-b816-ddbac5719cac · outbound
Do Joint Audio-Video Generation Models Understand Physics? Soundspaces 2.0: A simulation platform for visual-acoustic learning.Advances in Neural Information Processing Systems, 35:8896– 8911
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 162511d4-657a-4d71-8e94-51887078ef76 · outbound
Do Joint Audio-Video Generation Models Understand Physics? SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0eb73f90-8817-4f51-b983-38ff60e71dbb · outbound
Do Joint Audio-Video Generation Models Understand Physics? Speed by simplicity: A single-stream architecture for fast audio-video generative foundation model
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 75847fe0-e924-4df2-ac3d-91fb842a887a · outbound
Do Joint Audio-Video Generation Models Understand Physics? Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 385760c1-0697-4437-8535-80c3b003ef5c · outbound
Do Joint Audio-Video Generation Models Understand Physics? Introducing Veo 3.1 and advanced capa- bilities in Flow
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 19520228-7172-4c56-929d-2f27853d27b7 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Technical details inherited from the Veo 3 Tech Re- port,https://storage.googleapis.com/deepmind-media/veo/Veo-3-Tech-Report
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dddbdb33-a9e4-4c17-bce5-d2c8fef8bbde · outbound
Do Joint Audio-Video Generation Models Understand Physics? Look, listen, and act: Towards audio-visual embodied navigation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1ca743af-1dfe-440b-bb86-c2ecf398f61f · outbound
Do Joint Audio-Video Generation Models Understand Physics? "PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9cbc7b9f-9d62-433f-81d8-56ab5f6b919b · outbound
Do Joint Audio-Video Generation Models Understand Physics? T2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video Generation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5975024c-9ed4-454a-b844-4ca3c6bf49ab · outbound
Do Joint Audio-Video Generation Models Understand Physics? LTX-2: Efficient Joint Audio-Visual Foundation Model
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 03d9c9c7-4aa9-46ad-8eea-6c77da3d07b2 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Videoscore: Building automatic metrics to simulate fine-grained human feedback for video generation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d4e9e043-088a-44f1-af6c-7cb6fa3e6914 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Clipscore: A reference-free evaluation metric for image captioning
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3d3576bf-83f4-4c9a-9439-5d73cfdcf179 · outbound
Do Joint Audio-Video Generation Models Understand Physics? VABench: A Comprehensive Benchmark for Audio-Video Generation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ad0976e0-f54c-4ff2-9944-6ad393062896 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Vbench: Comprehensive benchmark suite for video generative models
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f3b0d21a-3025-45eb-a22c-c9dee7fb4e05 · outbound
Do Joint Audio-Video Generation Models Understand Physics? A reference-free metric for evaluating music enhancement algorithms
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7085bb9c-47fe-4f79-8bca-cc182a94ab33 · outbound
Do Joint Audio-Video Generation Models Understand Physics? The measurement of observer agreement for categorical data.biometrics, pages 159–174
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ad03681c-d52a-49b6-a5ef-e09c1e0c8229 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Video generation models: A survey of post-training and alignment
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0317efd0-ebfc-4283-9024-76ef8e8627be · outbound
Do Joint Audio-Video Generation Models Understand Physics? JavisDiT: Joint audio-video diffusion transformer with hierarchical spatio-temporal prior synchronization
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0770c935-9b86-4a56-92d2-4906dbd1ab50 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Ilya Loshchilov and Frank Hutter
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 748f8c98-a274-41a2-8867-6dff29af8db8 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Caven: An embodied conversational agent for efficient audio-visual navigation in noisy environments
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9eb70423-d81d-4dac-a462-08c57376539d · outbound
Do Joint Audio-Video Generation Models Understand Physics? Tell what you hear from what you see-video to audio generation through text.Advances in Neural Information Processing Systems, 37:101337– 101366, 2024
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 32cb4ad9-c698-4217-9117-a4f494c3acf7 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5bd31d78-326f-4c67-bd83-a5f8bc71f341 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Tavgbench: Benchmarking text to audible-video generation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5a7ff603-bb63-429c-94d6-992a18facb2a · outbound
Do Joint Audio-Video Generation Models Understand Physics? Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3dfafc7a-5b28-4f36-b88c-4f1d3cc6e3f8 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Do gener- ative video models understand physical principles? InProceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pages 948–958
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 566884d4-dc78-4da6-b2f2-fe67cda4520c · outbound
Do Joint Audio-Video Generation Models Understand Physics? Sora 2, 2025
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f703365e-a69d-494b-bbf3-5a12f52a8deb · outbound
Do Joint Audio-Video Generation Models Understand Physics? OmniSonic: Towards Universal and Holistic Audio Generation from Video and Text
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d376540a-2246-45e3-be74-25853a0dd631 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Seedance 2.0: Advancing Video Generation for World Complexity
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 084b07ca-7a41-4ddc-9b31-a0b1e4913807 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Savgbench: Benchmarking spatially aligned audio-video generation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6f2e1459-40fc-48d7-b3f0-8ab806ece0f3 · outbound
Do Joint Audio-Video Generation Models Understand Physics? OpenAI GPT-5 System Card
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4c469386-d564-4fbb-88f1-64ad2f9fc04e · outbound
Do Joint Audio-Video Generation Models Understand Physics? From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8b2f2e9b-780d-47b1-9ca5-5bb0fc51fc2d · outbound
Do Joint Audio-Video Generation Models Understand Physics? T2v- compbench: A comprehensive benchmark for compositional text-to-video generation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f75f7dd6-302c-441e-990d-695c2314aa8a · outbound
Do Joint Audio-Video Generation Models Understand Physics? Sonicbench: Dissecting the physical perception bottleneck in large audio language models
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b99f848b-3f92-44c0-b1c3-d1f9628e34e9 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Kling-Omni Technical Report
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 50d22eea-2a04-447b-aa7b-793f65bc697f · outbound
Do Joint Audio-Video Generation Models Understand Physics? Qwen3.5-Omni Technical Report
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cd596f24-076e-4356-a092-3b74d53b140e · outbound
Do Joint Audio-Video Generation Models Understand Physics? Towards Accurate Generative Models of Video: A New Metric & Challenges
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 158c2ec1-1e00-4bfa-9c73-b4ea28a3f037 · outbound
Do Joint Audio-Video Generation Models Understand Physics? UniVerse-1: Unified Audio-Video Generation via Stitching of Experts
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6b087763-ae3e-4f2a-bce9-60e6a324b030 · outbound
Do Joint Audio-Video Generation Models Understand Physics? PhyAVBench: A Challenging Audio Physics-Sensitivity Benchmark for Physically Grounded Text-to-Audio-Video Generation
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5ebebb9b-8765-4ce0-aac4-710fb43f94cd · outbound
Do Joint Audio-Video Generation Models Understand Physics? A survey on video diffusion models.ACM Computing Surveys, 57(2):1–42
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f7c47df5-db7c-48c4-af0f-dd15dd4d8eca · outbound
Do Joint Audio-Video Generation Models Understand Physics? A Systematic Post-Train Framework for Video Generation
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3221fd1e-30a0-4801-a237-d9b5617ed036 · outbound
Do Joint Audio-Video Generation Models Understand Physics? ReAct: Synergizing Reasoning and Acting in Language Models
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eebe27e9-d3a5-46bd-80e6-a1cc79960dd5 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Diverse and aligned audio-to-video generation via text-to-video model adaptation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation da48796b-6c81-455b-8b34-3c8f4ba82f53 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Virbo: Multimodal Multilingual Avatar Video Generation in Digital Marketing
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fb640097-828b-45fa-a630-04466d5e7927 · outbound
Do Joint Audio-Video Generation Models Understand Physics? Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b2ccf433-5f3d-40cc-a41d-fa46ed0d7a46 · outbound
Do Joint Audio-Video Generation Models Understand Physics? {video.event}
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8b5a116c-98b3-4886-827c-d5f100057b03 · outbound
Do Joint Audio-Video Generation Models Understand Physics? would normally be audible if real-world physics held; answer Yes if they are appropriately represented as such (typically silent here)
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ea3732ce-2cc2-4940-ac13-347e774178af · outbound
Do Joint Audio-Video Generation Models Understand Physics? the clip is expected to be silent during the depicted event; answer Yes if it is appropriately silent throughout with no audible leak-through
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.