Paper Citation Record · LEDGER

Towards Understanding Camera Motions in Any Video

As of 24 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 18 inbound Pith citation observations for arXiv:2504.15376.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.15376 v2

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:31:56.629967Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:01:32.165361Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T17:40:00.919006Z

Reference resolution

80 of 80 outbound references displayed

verified exact0
verified fuzzy25
unresolved54
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c54bb016-e98f-4b83-8775-f0af14e55556 · outbound

This paper cites The anatomy of video editing: A dataset and benchmark suite for ai-assisted video editing.

Towards Understanding Camera Motions in Any Video The anatomy of video editing: A dataset and benchmark suite for ai-assisted video editing

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.889056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f81330bf-6c70-45e6-862b-517b081a15ad · outbound

This paper cites AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers.

Towards Understanding Camera Motions in Any Video AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.258440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7717c8b-0f33-455f-912e-4372ebbf1651 · outbound

This paper cites VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control.

Towards Understanding Camera Motions in Any Video VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.264019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb7c8e7-ee6c-4f90-9ab7-1f46c709a41d · outbound

This paper cites Qwen2.5-VL Technical Report.

Towards Understanding Camera Motions in Any Video Qwen2.5-VL Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.269418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation accaba5b-d68a-491b-9d1f-baec2974b67c · outbound

This paper cites AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark.

Towards Understanding Camera Motions in Any Video AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.274698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2004e56-598b-46ed-974f-df4c2b89c741 · outbound

This paper cites SkyReels-V2: Infinite-length Film Generative Model.

Towards Understanding Camera Motions in Any Video SkyReels-V2: Infinite-length Film Generative Model

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.279937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e191f2c-bb0b-42af-894f-7019a1eb7067 · outbound

This paper cites Goku: Flow Based Video Generative Foundation Models.

Towards Understanding Camera Motions in Any Video Goku: Flow Based Video Generative Foundation Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.285275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194de423-8b6b-4acf-94fb-c7fa89165f39 · outbound

This paper cites Boosting Camera Motion Control for Video Diffusion Transformers.

Towards Understanding Camera Motions in Any Video Boosting Camera Motion Control for Video Diffusion Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.290615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cdbb948-919d-40b4-acd8-d76b40151c35 · outbound

This paper cites Optimal structure from motion: Local ambiguities and global estimates.

Towards Understanding Camera Motions in Any Video Optimal structure from motion: Local ambiguities and global estimates

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.874327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bc8485f0-ba4a-4194-ba59-721496c639f7 · outbound

This paper cites Et the exceptional trajectories: Text-to-camera-trajectory generation with character awareness.

Towards Understanding Camera Motions in Any Video Et the exceptional trajectories: Text-to-camera-trajectory generation with character awareness

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.859637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 05e04c7e-d9af-4f9a-8802-59a1ab559042 · outbound

This paper cites Understanding noise sensitivity in structure from motion.

Towards Understanding Camera Motions in Any Video Understanding noise sensitivity in structure from motion

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.844861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a44c2f2d-ed5b-41e9-82f1-53c6640bc6a3 · outbound

This paper cites Monoslam: Real-time single camera slam.

Towards Understanding Camera Motions in Any Video Monoslam: Real-time single camera slam

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.308530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beed10a5-b494-403d-909a-37bcdae994f4 · outbound

This paper cites Types of camera movements in film explained: Definitive guide, 2020.

Towards Understanding Camera Motions in Any Video Types of camera movements in film explained: Definitive guide, 2020

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.821017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 545c363a-3ed7-4e3f-8229-cec04c572bdd · outbound

This paper cites MASt3R-SfM: a Fully-Integrated Solution for Unconstrained Structure-from-Motion.

Towards Understanding Camera Motions in Any Video MASt3R-SfM: a Fully-Integrated Solution for Unconstrained Structure-from-Motion

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.317723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39d37a5e-1ef6-42e8-a58c-bc8ffcdc7009 · outbound

This paper cites Cinematic journeys: Film and movement.

Towards Understanding Camera Motions in Any Video Cinematic journeys: Film and movement

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.805875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b2e3959d-9749-4199-a70c-7150ab5a1047 · outbound

This paper cites Lsd-slam: Large-scale direct monocular slam.

Towards Understanding Camera Motions in Any Video Lsd-slam: Large-scale direct monocular slam

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.326706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac2ce22-0e9d-4171-b651-a5333cfa160a · outbound

This paper cites Ambiguity in structure from motion: Sphere versus plane.

Towards Understanding Camera Motions in Any Video Ambiguity in structure from motion: Sphere versus plane

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.782580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2ddb2f6d-1772-402d-b384-4ca8c33c6df4 · outbound

This paper cites Motion parallax and absolute distance.

Towards Understanding Camera Motions in Any Video Motion parallax and absolute distance

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.767325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a540214e-40af-4634-8f5c-3869f94607cb · outbound

This paper cites The ecological approach to visual perception.

Towards Understanding Camera Motions in Any Video The ecological approach to visual perception

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.751836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 430c5e9d-989a-4db9-aeb5-e003df86707e · outbound

This paper cites Making the v in vqa matter: Elevating the role of image understanding in visual question answering.

Towards Understanding Camera Motions in Any Video Making the v in vqa matter: Elevating the role of image understanding in visual question answering

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.345091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a24dbd7-63d1-4f24-9b47-f851edfb3b64 · outbound

This paper cites Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives.

Towards Understanding Camera Motions in Any Video Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.349754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f9c43d9-b117-4825-96a8-3cf6a98ca19a · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Towards Understanding Camera Motions in Any Video DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.354373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98a39f6a-1f83-4ca4-b286-686804300c6b · outbound

This paper cites CameraCtrl: Enabling Camera Control for Text-to-Video Generation.

Towards Understanding Camera Motions in Any Video CameraCtrl: Enabling Camera Control for Text-to-Video Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.359376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d463f054-8252-4d31-8bdf-5061e46b5dde · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Towards Understanding Camera Motions in Any Video CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.364098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f146aa-1697-494e-8a8c-d57fcf873e06 · outbound

This paper cites MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models.

Towards Understanding Camera Motions in Any Video MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.369178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b88b164a-1527-47b1-bd16-db773aba8bca · outbound

This paper cites Learning Camera Movement Control from Real-World Drone Videos.

Towards Understanding Camera Motions in Any Video Learning Camera Movement Control from Real-World Drone Videos

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.373996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5691f187-d59f-4c7f-8bb0-ce620a8a1016 · outbound

This paper cites Movienet: A holistic dataset for movie understanding.

Towards Understanding Camera Motions in Any Video Movienet: A holistic dataset for movie understanding

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.716321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b56008b-6a2b-4696-9f28-ed128c074d76 · outbound

This paper cites Cinematographic camera diffusion model.

Towards Understanding Camera Motions in Any Video Cinematographic camera diffusion model

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.700062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6dc3cf78-ab73-43a5-a23b-714df86e6745 · outbound

This paper cites Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos.

Towards Understanding Camera Motions in Any Video Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.387923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92eed851-c879-4518-a321-f88129306833 · outbound

This paper cites AnimateAnything: Consistent and Controllable Animation for Video Generation.

Towards Understanding Camera Motions in Any Video AnimateAnything: Consistent and Controllable Animation for Video Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.392654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2db6ad2-4d91-42cb-b98e-2f293c0bf4a8 · outbound

This paper cites Evaluating and improving compositional text-to-visual generation.

Towards Understanding Camera Motions in Any Video Evaluating and improving compositional text-to-visual generation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.685508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 713c1d77-b5a0-4ca7-96e9-2a1700735e90 · outbound

This paper cites Naturalbench: Evaluating vision-language models on natural adversarial samples.

Towards Understanding Camera Motions in Any Video Naturalbench: Evaluating vision-language models on natural adversarial samples

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.670981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d723d971-3cd1-4517-bcec-fbb382390815 · outbound

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

Towards Understanding Camera Motions in Any Video LLaVA-OneVision: Easy Visual Task Transfer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.406857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e4444d-50fc-4f7b-bab0-a6694352bbe1 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Towards Understanding Camera Motions in Any Video BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.411838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f5637a-9e6d-45a8-83a0-0d1725b13853 · outbound

This paper cites Unmasked teacher: Towards training-efficient video foundation models.

Towards Understanding Camera Motions in Any Video Unmasked teacher: Towards training-efficient video foundation models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.655657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d0b4cfa-6c03-4f3d-b303-e9884970246f · outbound

This paper cites RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control.

Towards Understanding Camera Motions in Any Video RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.421465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da734167-211c-4d1c-a33b-8ed90ab449ab · outbound

This paper cites Can video generation replace cinematographers? Research on the cinematic language of generated video.

Towards Understanding Camera Motions in Any Video Can video generation replace cinematographers? Research on the cinematic language of generated video

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.426125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c57dced-b6bd-4e26-8913-07409ef61ca6 · outbound

This paper cites MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos.

Towards Understanding Camera Motions in Any Video MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.430839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd01364b-fee4-4072-929c-885a395e1243 · outbound

This paper cites Multimodality helps unimodality: Cross-modal few-shot learning with multimodal models, 2023.

Towards Understanding Camera Motions in Any Video Multimodality helps unimodality: Cross-modal few-shot learning with multimodal models, 2023

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.640371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4e3b89c1-6997-4504-8905-d1072be5caae · outbound

This paper cites Revisiting the Role of Language Priors in Vision-Language Models.

Towards Understanding Camera Motions in Any Video Revisiting the Role of Language Priors in Vision-Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.440129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 958bfd97-f328-49b7-b1d3-4b08c20d8ad2 · outbound

This paper cites Evaluating Text-to-Visual Generation with Image-to-Text Generation.

Towards Understanding Camera Motions in Any Video Evaluating Text-to-Visual Generation with Image-to-Text Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.444840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a46f69e-d210-48ed-b606-30f628382720 · outbound

This paper cites Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision.

Towards Understanding Camera Motions in Any Video Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.450223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ce1517-8066-402d-b816-8a313ccab6c1 · outbound

This paper cites Language Models as Black-Box Optimizers for Vision-Language Models.

Towards Understanding Camera Motions in Any Video Language Models as Black-Box Optimizers for Vision-Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.455342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34a5909f-7418-4156-bcd5-4dc071bb190a · outbound

This paper cites Chatcam: Empowering camera control through conversational ai.

Towards Understanding Camera Motions in Any Video Chatcam: Empowering camera control through conversational ai

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.615581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 34a8e7d2-b4b6-4a8c-a794-a11837d588d5 · outbound

This paper cites GPT-4 Technical Report.

Towards Understanding Camera Motions in Any Video GPT-4 Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.464994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51305558-5bdb-4ba2-bd34-d1f27e75d8c4 · outbound

This paper cites The Neglected Tails in Vision-Language Models.

Towards Understanding Camera Motions in Any Video The Neglected Tails in Vision-Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.469528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8df05936-99b6-4286-9707-52b9972a6bdb · outbound

This paper cites Movie gen: A cast of media foundation models.

Towards Understanding Camera Motions in Any Video Movie gen: A cast of media foundation models

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.600678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eb53926f-b00b-4e43-8155-de4a81340e2f · outbound

This paper cites Learning transferable visual models from natural language supervision.

Towards Understanding Camera Motions in Any Video Learning transferable visual models from natural language supervision

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.478859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c66a896e-68ef-4b6d-9378-acced6cda7f1 · outbound

This paper cites A unified framework for shot type classification based on subject centric lens.

Towards Understanding Camera Motions in Any Video A unified framework for shot type classification based on subject centric lens

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.576429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c6430ab-ca37-4373-ac90-9db3b852d0ec · outbound

This paper cites Motion parallax as an independent cue for depth perception.Perception, 8(2):125–134, 1979.

Towards Understanding Camera Motions in Any Video Motion parallax as an independent cue for depth perception.Perception, 8(2):125–134, 1979

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.561587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a6427f87-5a08-45f1-af59-1fb2215e5e05 · outbound

This paper cites Structure-from-motion revisited.

Towards Understanding Camera Motions in Any Video Structure-from-motion revisited

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.492394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e51cdf39-5066-457a-9ed1-d478544a2e20 · outbound

This paper cites Free-Form Motion Control: Controlling the 6D Poses of Camera and Objects in Video Generation.

Towards Understanding Camera Motions in Any Video Free-Form Motion Control: Controlling the 6D Poses of Camera and Objects in Video Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.496850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2172a3-50e6-4b28-887b-943632cd2997 · outbound

This paper cites Transnet v2: An effective deep network architecture for fast shot transition detection.

Towards Understanding Camera Motions in Any Video Transnet v2: An effective deep network architecture for fast shot transition detection

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.501833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d5323e1-d71d-40c3-aed7-1c47f60bd1b3 · outbound

This paper cites A grammar of the film: An analysis of film technique.

Towards Understanding Camera Motions in Any Video A grammar of the film: An analysis of film technique

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.526846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 57b43a73-8850-4c63-90b3-08bc0986677a · outbound

This paper cites Visual slam algorithms: A survey from 2010 to.

Towards Understanding Camera Motions in Any Video Visual slam algorithms: A survey from 2010 to

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.512189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a7990c5c-a314-421d-a5ed-711bb1e5d876 · outbound

This paper cites Vidcomposition: Can mllms analyze compositions in compiled videos? arXiv preprint arXiv:2411.10979, 2024.

Towards Understanding Camera Motions in Any Video Vidcomposition: Can mllms analyze compositions in compiled videos? arXiv preprint arXiv:2411.10979, 2024

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.519524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd7f0e3a-35c3-4d29-b77c-aa4b4bb11f04 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Towards Understanding Camera Motions in Any Video Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.524009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69b43521-4bf4-40af-97dd-08715950dc79 · outbound

This paper cites Winoground: Probing vision and language models for visio-linguistic compositionality.

Towards Understanding Camera Motions in Any Video Winoground: Probing vision and language models for visio-linguistic compositionality

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.481654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e1e1073e-887e-47af-90f5-ee74b3a70efe · outbound

This paper cites Vggsfm: Visual geometry grounded deep structure from motion.

Towards Understanding Camera Motions in Any Video Vggsfm: Visual geometry grounded deep structure from motion

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.533385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c05d351-778a-496b-9157-98155d2fb5f4 · outbound

This paper cites Tarsier: Recipes for Training and Evaluating Large Video Description Models.

Towards Understanding Camera Motions in Any Video Tarsier: Recipes for Training and Evaluating Large Video Description Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.538046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49154c57-10c3-4d2d-acff-39452055c994 · outbound

This paper cites Continuous 3D Perception Model with Persistent State.

Towards Understanding Camera Motions in Any Video Continuous 3D Perception Model with Persistent State

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.543345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7c90a6-0914-4366-93df-b08451e1e27e · outbound

This paper cites Dust3r: Geometric 3d vision made easy.

Towards Understanding Camera Motions in Any Video Dust3r: Geometric 3d vision made easy

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.547973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c84f8ba-0b31-43f5-afcd-dd55dc26c0ed · outbound

This paper cites Internvideo2: Scaling foundation models for multimodal video understanding.

Towards Understanding Camera Motions in Any Video Internvideo2: Scaling foundation models for multimodal video understanding

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.447191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c13e7384-7680-4cde-bc54-3664d9db2ddb · outbound

This paper cites CPA: Camera-pose-awareness Diffusion Transformer for Video Generation.

Towards Understanding Camera Motions in Any Video CPA: Camera-pose-awareness Diffusion Transformer for Video Generation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.557164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c1241ba-f910-4fea-bafa-7d1c940d5128 · outbound

This paper cites Motionbooth: Motion-aware customized text-to-video generation.

Towards Understanding Camera Motions in Any Video Motionbooth: Motion-aware customized text-to-video generation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.431615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e751bc5a-ee03-48c2-bae1-bf5a391a1f79 · outbound

This paper cites Trajectory Attention for Fine-grained Video Motion Control.

Towards Understanding Camera Motions in Any Video Trajectory Attention for Fine-grained Video Motion Control

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.567142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2605e6ca-d8fa-49ca-bfc0-35ed89f33818 · outbound

This paper cites MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation.

Towards Understanding Camera Motions in Any Video MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.571810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 316e1eff-a610-46e2-8250-f6d02fc2e671 · outbound

This paper cites Direct-a-video: Customized video generation with user-directed camera movement and object motion.

Towards Understanding Camera Motions in Any Video Direct-a-video: Customized video generation with user-directed camera movement and object motion

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.576677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db84b5e2-f00e-4e45-9445-43f40a683aa4 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Towards Understanding Camera Motions in Any Video CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.581101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85cdf9c8-dcd6-41b6-b758-a480572fb9ad · outbound

This paper cites Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding.

Towards Understanding Camera Motions in Any Video Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.585601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a438b0-bfb6-49f1-9949-94f0d8549a88 · outbound

This paper cites InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions.

Towards Understanding Camera Motions in Any Video InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.590340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dad9ab5-fc2e-420b-bb21-ccd8b7691102 · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

Towards Understanding Camera Motions in Any Video LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.595009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35aec037-5ca6-40b3-8106-f2f4822493df · outbound

This paper cites Structure and motion from casual videos.

Towards Understanding Camera Motions in Any Video Structure and motion from casual videos

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.599970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b9e279-574e-42f4-b805-606a3f4650c4 · outbound

This paper cites VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation.

Towards Understanding Camera Motions in Any Video VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.604627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd11483-4e0e-48b5-9d22-6632337f1a79 · outbound

This paper cites Stereo Magnification: Learning View Synthesis using Multiplane Images.

Towards Understanding Camera Motions in Any Video Stereo Magnification: Learning View Synthesis using Multiplane Images

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.609266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822936e3-7891-4abc-93ed-32d1f31dd543 · outbound

This paper cites Latent-Reframe: Enabling Camera Control for Video Diffusion Model without Training.

Towards Understanding Camera Motions in Any Video Latent-Reframe: Enabling Camera Control for Video Diffusion Model without Training

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:56.614294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf50800-f62e-48ad-ad3d-a838b8a13be2 · outbound

This paper cites the camera zooms in for a push shot.

Towards Understanding Camera Motions in Any Video the camera zooms in for a push shot

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:57.397945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c2a284e2-9185-48f2-a719-ae44accdb98f · outbound

This paper cites an unresolved cited work.

Towards Understanding Camera Motions in Any Video Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:31:57.381270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a181f2ec-b58e-4747-9d98-538559842eef · outbound

This paper cites north” or toward the top of the frame, and backward motion ( dolly-out) as moving “south.

Towards Understanding Camera Motions in Any Video north” or toward the top of the frame, and backward motion ( dolly-out) as moving “south

Reference 80

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T11:31:57.364891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 414dbcd9-68f1-447e-bc8a-ed9fa28adea6 · outbound

This paper cites an unresolved cited work.

Towards Understanding Camera Motions in Any Video Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:31:57.496846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 127364a5-59da-42e0-910c-65fda40ffce6 · inbound

MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets cites this paper.

MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets Towards Understanding Camera Motions in Any Video

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:32.165361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e78c1f2-76d4-4f05-9d49-5a51a5a27c98 · inbound

Leveraging Optimal Transport for Distributed Two-Sample Testing: An Integrated Transportation Distance-based Framework cites this paper.

Leveraging Optimal Transport for Distributed Two-Sample Testing: An Integrated Transportation Distance-based Framework Towards Understanding Camera Motions in Any Video

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T23:53:49.976023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 580e7ed0-d1f7-4435-968c-c454c2334b5e · inbound

ViPE: Video Pose Engine for 3D Geometric Perception cites this paper.

ViPE: Video Pose Engine for 3D Geometric Perception Towards Understanding Camera Motions in Any Video

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:41:08.740824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 25a997bb-2a43-4045-b099-9f931125154c · inbound

Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding cites this paper.

Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Towards Understanding Camera Motions in Any Video

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:21:29.685627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 711ea883-a30c-4f23-9442-4316bc0f85f9 · inbound

CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning cites this paper.

CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning Towards Understanding Camera Motions in Any Video

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:02:42.471377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 220a4362-b9a8-4aaf-9cc7-53c8e9864681 · inbound

HumanScore: Benchmarking Human Motions in Generated Videos cites this paper.

HumanScore: Benchmarking Human Motions in Generated Videos Towards Understanding Camera Motions in Any Video

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:41:04.336350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fc14d044-fdaf-4d48-9efb-2c47221a3f00 · inbound

OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer cites this paper.

OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer Towards Understanding Camera Motions in Any Video

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:46:49.149459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 245941f5-f87c-4279-a090-4c45357dd2de · inbound

DMGD: Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models cites this paper.

DMGD: Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models Towards Understanding Camera Motions in Any Video

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:16:30.177543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1d7bdf41-e112-4a18-aecf-9514926b0aa0 · inbound

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs cites this paper.

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs Towards Understanding Camera Motions in Any Video

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:11:15.446378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f2102e95-3756-42a1-8188-7d646072807c · inbound

Probing into Camera Control of Video Models cites this paper.

Probing into Camera Control of Video Models Towards Understanding Camera Motions in Any Video

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:15:04.352310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b6df5c30-0758-4b1f-a8b9-e4a030b805ea · inbound

CaMo: Camera Motion Grounded Evaluation and Training for Vision-Language Models cites this paper.

CaMo: Camera Motion Grounded Evaluation and Training for Vision-Language Models Towards Understanding Camera Motions in Any Video

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:28:04.580227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 309e9f1b-23d3-45b4-adf1-cce801da9589 · inbound

CineCap: Structured Reasoning with Spatio-Temporal Anchors for Cinematographic Video Captioning cites this paper.

CineCap: Structured Reasoning with Spatio-Temporal Anchors for Cinematographic Video Captioning Towards Understanding Camera Motions in Any Video

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:40:00.920422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4f0f49a4-5bcf-435d-8d7f-30686c822220 · inbound

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds cites this paper.

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds Towards Understanding Camera Motions in Any Video

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:49:52.340383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ed033391-79e8-45d1-a3d5-dfdef1130468 · inbound

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds cites this paper.

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds Towards Understanding Camera Motions in Any Video

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:13:52.839672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 91c0c318-7fc0-4dc1-a37a-11ee04506787 · inbound

Natural Language Camera Movement Understanding cites this paper.

Natural Language Camera Movement Understanding Towards Understanding Camera Motions in Any Video

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T05:16:19.750976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18e482bd-c9b6-4f99-8506-30cf03e0c49c · inbound

GS-Agent: Creating 4D Physical Worlds With Generative Simulation cites this paper.

GS-Agent: Creating 4D Physical Worlds With Generative Simulation Towards Understanding Camera Motions in Any Video

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T07:14:42.446756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d0b606-de80-41da-bdf2-c07efc56d5bc · inbound

Self-Supervised Learning of Structured Dynamics from Videos cites this paper.

Self-Supervised Learning of Structured Dynamics from Videos Towards Understanding Camera Motions in Any Video

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T07:07:43.948987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29f6672-bca4-4dc4-97d7-1e24f41ee6f1 · inbound

CameraAnything: Refilming Videos with Arbitrary Camera Control cites this paper.

CameraAnything: Refilming Videos with Arbitrary Camera Control Towards Understanding Camera Motions in Any Video

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T11:10:41.548774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.