Paper Citation Record · LEDGER

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

As of 17 August 2026, this Paper Citation Record lists 100 of 107 outbound references and 9 inbound Pith citation observations for arXiv:2506.14198.

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

pith.paper-citation-record.v1
2506.14198 v1

Coverage vector

measured 100 of 107 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:25:28.471501Z

measured 109 of 109 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-15T12:36:50.019492Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:49:38.593885Z

Reference resolution

100 of 107 outbound references displayed

verified exact3
verified fuzzy8
unresolved89
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b3aad6c-1d6e-46b0-96b0-76df9ac5fb44 · outbound

This paper cites Radford, J.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Radford, J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:27.593968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39601ffb-ca5a-4885-b4f7-da99692e8132 · outbound

This paper cites Brown, B.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Brown, B

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:27.669934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5442b651-0ed0-4fab-9784-633845d4ecad · outbound

This paper cites GPT-4 Technical Report.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:27.815991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 853e4ade-bb51-4f71-ab9d-7ff1c5a0a1e8 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Learning Transferable Visual Models From Natural Language Supervision

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:27.902920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02aa9f57-9fbd-479c-b7f4-dd83873e3ddc · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.018812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6fb3173-b396-4884-a01c-7e3f1c15e28a · outbound

This paper cites Rombach, A.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Rombach, A

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.063056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 746525de-9a57-459d-af63-9e067ca0a54b · outbound

This paper cites Brohan, N.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Brohan, N

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.067300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d045f5c4-ccf9-4ee8-8cdb-2847663e5080 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.072029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5337d0bd-77d1-41ac-9fec-524467fbb5ed · outbound

This paper cites Open X-Embodiment: Robotic Learning Datasets and RT-X Models.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Open X-Embodiment: Robotic Learning Datasets and RT-X Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.076130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4232af9-561a-4349-9520-40efa53bba07 · outbound

This paper cites FAST: Efficient Action Tokenization for Vision-Language-Action Models.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos FAST: Efficient Action Tokenization for Vision-Language-Action Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.083937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50fff49b-d856-493c-b8bc-365a27a9be6f · outbound

This paper cites Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.088001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2e275dc-7d78-48d9-8b5d-c70159892c67 · outbound

This paper cites Khazatsky, K.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Khazatsky, K

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.092119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cfa4895-416c-4986-bf2e-5e44673e0129 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.096080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b9decd-2744-4b7e-8905-544e4907414d · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.105018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dafbd3bb-7d01-4076-9430-a23b7871403e · outbound

This paper cites Learning Universal Policies via Text-Guided Video Generation.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Learning Universal Policies via Text-Guided Video Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.108940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c9cedf9-8a99-467c-b880-c2c175e13c83 · outbound

This paper cites Towards Generalist Robot Learning from Internet Video: A Survey.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Towards Generalist Robot Learning from Internet Video: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.112861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 044a86d5-a516-40e0-b037-e3f380d0c936 · outbound

This paper cites Learning what you can do before doing anything.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Learning what you can do before doing anything

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.117022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a349e2f-cf44-4191-9e88-63c8540fcb83 · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Cosmos World Foundation Model Platform for Physical AI

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.121151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d796bb6b-cd85-4966-b74c-efca686e2f40 · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Imagen Video: High Definition Video Generation with Diffusion Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.125457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ac875a-015a-4e05-ab9e-03f52e184a0a · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.129658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59604b75-c5dd-4f6c-9c5a-e5581b8a0817 · outbound

This paper cites Gupta, A.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Gupta, A

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.133369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5d7a022-fa48-4961-b8b0-1e2e56423612 · outbound

This paper cites Bar-Tal, H.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Bar-Tal, H

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.137478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd89846-b552-4e0b-9aff-a642fd0b888b · outbound

This paper cites VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.141151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db31a9ec-8b6b-4ee6-b844-3eccaff92e3e · outbound

This paper cites Reinforcement Learning from Passive Data via Latent Intentions.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Reinforcement Learning from Passive Data via Latent Intentions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.144946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f37947-6aea-4362-b875-eee0fe866f1e · outbound

This paper cites Bhateja, D.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Bhateja, D

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.149408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6057d1f-ce9e-41ff-8251-9f82f43c3972 · outbound

This paper cites ViVa: Video-Trained Value Functions for Guiding Online RL from Diverse Data.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos ViVa: Video-Trained Value Functions for Guiding Online RL from Diverse Data

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:25:29.374622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 704e9cac-8109-4455-9c54-e5774e486e63 · outbound

This paper cites Sermanet, C.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Sermanet, C

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.162396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 316a6ef9-7c90-46f5-91f3-7ec51b7b3384 · outbound

This paper cites R3M: A Universal Visual Representation for Robot Manipulation.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos R3M: A Universal Visual Representation for Robot Manipulation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.166338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1c6d0ae-5b58-4a4f-b37a-6ab63ea7ebef · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.170370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d3fd4b6-f2e8-4117-912b-afd291408820 · outbound

This paper cites Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.174788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c0abf3-1d0a-44f3-8d84-085d7f3d9dcf · outbound

This paper cites Bruce, M.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Bruce, M

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.179124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def1bbb5-3b29-4d51-9ccf-90502c0349ec · outbound

This paper cites Latent Action Pretraining from Videos.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Latent Action Pretraining from Videos

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.182851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e706bf-2f99-4ad0-824f-a74ff6e9ab18 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.186738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30068c9d-49de-4567-8a70-8d79cc034b8b · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.191293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c7ab8d9-8f77-4e8a-ae72-9ae7951ddd61 · outbound

This paper cites Karaev, I.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Karaev, I

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.195564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee1a3068-7cf8-4923-8449-b7a870d741b2 · outbound

This paper cites Wang, Y .-Y.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Wang, Y .-Y

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.199789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1a81d21-eb9b-4885-8294-b8afacb1bcb9 · outbound

This paper cites Doersch, Y.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Doersch, Y

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.203862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c594f2f1-19f5-4529-b714-9ee12bbe26fa · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.207627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8bf833e-cdb5-47fc-98b1-4760e0902da5 · outbound

This paper cites RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.211687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc215e2b-1fd1-4433-9b69-6c248cc4d4c9 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.215915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcfbc43c-ef12-48e5-9bb6-41f1fab07940 · outbound

This paper cites General Flow as Foundation Affordance for Scalable Robot Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos General Flow as Foundation Affordance for Scalable Robot Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.219802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15e356a-1f96-40b7-9fe2-ab8bfa4e96ce · outbound

This paper cites FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation Learning

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:25:29.192888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a8b07aa3-b76d-49fb-8b1d-8c119778b33f · outbound

This paper cites Learning to Act from Actionless Videos through Dense Correspondences.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Learning to Act from Actionless Videos through Dense Correspondences

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.228345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91fbb09d-e7e0-4709-b66d-fdac782ee165 · outbound

This paper cites EgoMimic: Scaling Imitation Learning via Egocentric Video.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos EgoMimic: Scaling Imitation Learning via Egocentric Video

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.232414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310b5131-3582-4b8e-92f2-5cd9e1f11929 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.236666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f853c00-cab7-49da-9555-d77a3ff80f97 · outbound

This paper cites Keypoint Abstraction using Large Models for Object-Relative Imitation Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Keypoint Abstraction using Large Models for Object-Relative Imitation Learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.240936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7144044-b2fb-4113-86e1-67c3f13ec815 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.244741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ece63cb4-999a-404f-b59a-8599f20fbfbf · outbound

This paper cites Manuelli, W.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Manuelli, W

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.248819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8939d3b9-4093-4639-ae8b-f4e21b82e6c5 · outbound

This paper cites Bridging the Human to Robot Dexterity Gap through Object-Oriented Rewards.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Bridging the Human to Robot Dexterity Gap through Object-Oriented Rewards

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.253013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78198323-69ef-4a86-9444-c80fdea66d7c · outbound

This paper cites Flow as the Cross-Domain Manipulation Interface.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Flow as the Cross-Domain Manipulation Interface

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.257580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d51063cc-b432-4e4c-9e9f-aefaa3c56e49 · outbound

This paper cites Bharadhwaj, D.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Bharadhwaj, D

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.261514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fa80b8f-6101-4a69-ad93-300ccb2033eb · outbound

This paper cites Track2Act: Predicting Point Tracks from Internet Videos enables Generalizable Robot Manipulation.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Track2Act: Predicting Point Tracks from Internet Videos enables Generalizable Robot Manipulation

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.265492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034fbaa4-c25e-4511-b998-a8e8e01c2b53 · outbound

This paper cites Any-point Trajectory Modeling for Policy Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Any-point Trajectory Modeling for Policy Learning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.269810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec52b4d8-fe82-46f9-b0c7-0bde055097d6 · outbound

This paper cites Hansen, X.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Hansen, X

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.273832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77c1fa4b-324f-4126-a36d-37ce1bca30e7 · outbound

This paper cites TD-MPC2: Scalable, Robust World Models for Continuous Control.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos TD-MPC2: Scalable, Robust World Models for Continuous Control

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.278008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0de7632-f701-43cc-9c08-350fef99f169 · outbound

This paper cites Discrete Codebook World Models for Continuous Control.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Discrete Codebook World Models for Continuous Control

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:25:28.939003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4732e006-7962-45f8-bf39-40c9cd1f748e · outbound

This paper cites Finite Scalar Quantization: VQ-VAE Made Simple.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Finite Scalar Quantization: VQ-VAE Made Simple

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.286232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0354a6-e390-424f-96ef-e98ea2f52c6d · outbound

This paper cites Neural Discrete Representation Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Neural Discrete Representation Learning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.290224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0ad9177-62b7-4f50-a95c-0760cebf9166 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.294695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0185014-885e-40de-af68-c7c58fe72a50 · outbound

This paper cites Raffel, N.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Raffel, N

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.303544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b92dd05c-cfe1-4814-a984-7b2b5f221b43 · outbound

This paper cites BAKU: An Efficient Transformer for Multi-Task Policy Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos BAKU: An Efficient Transformer for Multi-Task Policy Learning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.307250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 835f13a0-3639-4d14-a2f4-0d5805b88fae · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.311355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a83375c-d0de-47c8-806c-b63525dd174b · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.315141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c35cc0d6-b830-4e1e-bcc3-ebf70b1719fc · outbound

This paper cites something something.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos something something

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.867751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1272071a-45b3-484d-a561-474054ea57c4 · outbound

This paper cites LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.326612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3fb425d-f7c7-468a-891c-3cbc757d12c5 · outbound

This paper cites Seer: Language Instructed Video Prediction with Latent Diffusion Models.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Seer: Language Instructed Video Prediction with Latent Diffusion Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.330530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b34fcd4-a7b9-4d1c-b766-6f083ef5fd42 · outbound

This paper cites QueST: Self-Supervised Skill Abstractions for Learning Continuous Control.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos QueST: Self-Supervised Skill Abstractions for Learning Continuous Control

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.338494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3446c36d-6c31-4ab5-b5df-9fd4bd1bf586 · outbound

This paper cites DELTA: Dense Efficient Long-range 3D Tracking for any video.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos DELTA: Dense Efficient Long-range 3D Tracking for any video

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.342295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70194f46-9635-4e27-b6df-c272cbd325e1 · outbound

This paper cites Towards Principled Representation Learning from Videos for Reinforcement Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Towards Principled Representation Learning from Videos for Reinforcement Learning

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.346026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 071e1438-6dc0-4100-9895-fb4fd313ac20 · outbound

This paper cites Dichotomy of Control: Separating What You Can Control from What You Cannot.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Dichotomy of Control: Separating What You Can Control from What You Cannot

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.349896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a23dc8b-7168-4c98-8395-76353334d3d0 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:25:29.853732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b9cc8039-2abb-47bb-a88f-c2ed5b80b7cb · outbound

This paper cites MimicPlay: Long-Horizon Imitation Learning by Watching Human Play.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos MimicPlay: Long-Horizon Imitation Learning by Watching Human Play

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.357429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278a6f46-1b08-483a-9c03-fba4cc193a4d · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:25:29.838789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c888c584-58b2-4f15-ae02-d5177b14a1f5 · outbound

This paper cites Lynch, M.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Lynch, M

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.825410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 99a46d55-15d1-4cea-aa35-d011f501492d · outbound

This paper cites Zero-Shot Robot Manipulation from Passive Human Videos.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Zero-Shot Robot Manipulation from Passive Human Videos

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.368916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d7b3d07-ed33-4500-a4f8-dbd53ef09436 · outbound

This paper cites Xiong, Q.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Xiong, Q

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.811851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c5e0ef0f-fcf0-4450-87c0-4a449fc5cf99 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:25:29.798457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b19dbd88-5f05-4f20-9e03-87fb81d3dbb4 · outbound

This paper cites Mandikal and K.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Mandikal and K

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.783767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80155123-6ac1-442e-aa2d-883a4cc9e3ca · outbound

This paper cites Human-to-Robot Imitation in the Wild.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Human-to-Robot Imitation in the Wild

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.384598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e9db53-2194-4000-ab24-6bba51c09650 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.388738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca5490f-880e-4174-afcc-dfe68fd41a2a · outbound

This paper cites Structured World Models from Human Videos.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Structured World Models from Human Videos

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.392477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34699a67-97cc-4ed9-a389-5ce37ae560c2 · outbound

This paper cites an unresolved cited work.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:25:29.760050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation df42e165-53d6-48f8-81fd-cad8a9b57618 · outbound

This paper cites Reinforcement Learning with Videos: Combining Offline Observations with Interaction.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Reinforcement Learning with Videos: Combining Offline Observations with Interaction

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.401214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee060843-8dd3-43d7-9a17-196e0c31e7a9 · outbound

This paper cites Robotic Offline RL from Internet Videos via Value-Function Pre-Training.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Robotic Offline RL from Internet Videos via Value-Function Pre-Training

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.405387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f52f5b-de56-45c7-8885-a6a5ba6a864e · outbound

This paper cites Ghosh, C.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Ghosh, C

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.746685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7129ff38-3cd0-4067-b969-88022bba09b7 · outbound

This paper cites Genie: Generative Interactive Environments.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Genie: Generative Interactive Environments

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.412830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b9e4bb-35f4-4098-ae1e-4ccbca6613f0 · outbound

This paper cites Video Prediction Models as Rewards for Reinforcement Learning.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Video Prediction Models as Rewards for Reinforcement Learning

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.417137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a36d6b59-c8e4-4c4f-a1b5-b149888f5027 · outbound

This paper cites Diffusion Reward: Learning Rewards via Conditional Video Diffusion.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Diffusion Reward: Learning Rewards via Conditional Video Diffusion

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.420945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693cb861-a20f-40d8-9e0f-82e29f592343 · outbound

This paper cites Schmidt and M.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Schmidt and M

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.732169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3e504796-8b7b-49d1-ae66-4252b4beb498 · outbound

This paper cites VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.429544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334ba018-0cee-46fd-9851-a627f3f841ff · outbound

This paper cites Dreamitate: Real-World Visuomotor Policy Learning via Video Generation.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Dreamitate: Real-World Visuomotor Policy Learning via Video Generation

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.433785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbee00d0-ae9b-4206-a2cf-15f072c67887 · outbound

This paper cites Perceiver: General Perception with Iterative Attention.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Perceiver: General Perception with Iterative Attention

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.437698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ad6e59e-858e-4f4b-b839-b70fe19d6407 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos DINOv2: Learning Robust Visual Features without Supervision

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.441888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a625d1c-72a5-4590-bae8-c712e329a8ab · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.445824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80b6b85f-7c2d-4eaf-8e25-98df681e5119 · outbound

This paper cites Residual Networks Behave Like Ensembles of Relatively Shallow Networks.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Residual Networks Behave Like Ensembles of Relatively Shallow Networks

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.449709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db03f2a-2622-40d1-a908-91cf19fba7ea · outbound

This paper cites Flow Matching for Generative Modeling.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Flow Matching for Generative Modeling

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.453865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ff5339-4649-4369-a3bc-49f06b88c5e7 · outbound

This paper cites GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.458572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e67c28-11e1-4468-9d05-809e95ce0b75 · outbound

This paper cites Diffusion Policy: Visuomotor Policy Learning via Action Diffusion.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:28.462987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afc2e923-0000-4db0-bb08-e7356c3cf667 · outbound

This paper cites Require:DatasetsV,R 1:Preprocess keypoint tracksκ t inV 2:Learn latent motion encoding to compressκ t into discrete tokensz t using Eq.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Require:DatasetsV,R 1:Preprocess keypoint tracksκ t inV 2:Learn latent motion encoding to compressκ t into discrete tokensz t using Eq

Reference 106

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.717442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a4be4f32-a0bb-4266-b7a0-127c891a5f5d · outbound

This paper cites Put the Rubik’s Cube on the Box.

AMPLIFY: Actionless Motion Priors for Robot Learning from Videos Put the Rubik’s Cube on the Box

Reference 107

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:25:29.702859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 03073101-ad62-4ce1-881e-0d6019ae5e98 · inbound

Motus: A Unified Latent Action World Model cites this paper.

Motus: A Unified Latent Action World Model AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T18:44:36.752916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 81a9085d-bddf-4715-8732-5984654e126c · inbound

UniLACT: Depth-Aware RGB Latent Action Learning for Vision-Language-Action Models cites this paper.

UniLACT: Depth-Aware RGB Latent Action Learning for Vision-Language-Action Models AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:20:17.670635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2ac53cea-1375-4419-ad83-b290398fd322 · inbound

3PoinTr: 3D Point Tracks for Learning Manipulation from Unconstrained Human Videos cites this paper.

3PoinTr: 3D Point Tracks for Learning Manipulation from Unconstrained Human Videos AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-15T12:36:50.019492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aeb539c-e694-48c9-91ee-29bf2a3e458f · inbound

Learning Long-term Motion Embeddings for Efficient Kinematics Generation cites this paper.

Learning Long-term Motion Embeddings for Efficient Kinematics Generation AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:36:04.882205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bec272ba-fdcd-48dd-b8ae-53062c9d06f6 · inbound

From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation cites this paper.

From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:12:18.270681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 189197f9-3f58-4b5d-82e8-cbf428f593ec · inbound

GHOST: Hierarchical Sub-Goal Policies for Generalizing Robot Manipulation cites this paper.

GHOST: Hierarchical Sub-Goal Policies for Generalizing Robot Manipulation AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T02:07:33.581277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ab62b0f5-ef91-4a9e-916b-b2ba9f9a284c · inbound

LUCID: Learning Embodiment-Agnostic Intent Models from Unstructured Human Videos for Scalable Dexterous Robot Skill Acquisition cites this paper.

LUCID: Learning Embodiment-Agnostic Intent Models from Unstructured Human Videos for Scalable Dexterous Robot Skill Acquisition AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:27:56.241904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c4a58cc9-70a5-47d4-af95-cf0eabeb0258 · inbound

Imitation from Heterogeneous Demonstrations using Grounded Latent-Action World Models cites this paper.

Imitation from Heterogeneous Demonstrations using Grounded Latent-Action World Models AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:49:38.595394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 32724300-c32f-40e6-aa7c-4384bade8bf7 · inbound

From Grasps to Dexterity: Large-Scale Grasp Pretraining for Dexterous Manipulation cites this paper.

From Grasps to Dexterity: Large-Scale Grasp Pretraining for Dexterous Manipulation AMPLIFY: Actionless Motion Priors for Robot Learning from Videos

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-01T12:35:43.635328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.