Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T08:28:29.706249Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 100 of 247 outbound references and 5 inbound Pith citation observations for arXiv:2604.15911.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T08:28:29.706249Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T08:21:42.964207Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-08T14:44:59.784480Z
100 of 247 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f6cb11ff-f2dd-4448-84d9-abcb3ebe1bad · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 4
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Observation 5107bd16-853b-43d2-9b25-147965fd2a6d · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 16
Source-reported events for the cited work
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Observation 0ef97cae-6400-408f-ac71-639cc673a27d · outbound
Efficient Video Diffusion Models: Advancements and Challenges Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model
Reference 17
Source-reported events for the cited work
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Observation cb68eb4c-3880-4601-ad05-584af3301e49 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Flex Attention: A Programming Model for Generating Optimized Attention Kernels
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7e31a1cc-38ca-41e4-812e-a2425576b388 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 29
Source-reported events for the cited work
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Observation 2e2b9595-9f78-4001-81b3-0b547409d3fd · outbound
Efficient Video Diffusion Models: Advancements and Challenges Mean Flows for One-step Generative Modeling
Reference 43
Source-reported events for the cited work
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Observation 1b7e4abf-2769-46e4-b3c1-7cd6fd80fa02 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 49
Source-reported events for the cited work
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Observation 8ae1cea2-e815-4d5a-826e-7a54ad0e3767 · outbound
Efficient Video Diffusion Models: Advancements and Challenges LTX-2: Efficient Joint Audio-Visual Foundation Model
Reference 50
Source-reported events for the cited work
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Observation d7e81850-37df-4524-858b-4414a2a9029b · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b46f2542-f845-4766-9fe3-de0496f15eb0 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Emogen: Emotional image content generation with text-to-image diffusion models
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 997df07c-d711-4a87-882a-d2c6c07d1d76 · outbound
Efficient Video Diffusion Models: Advancements and Challenges VBench++: Comprehensive and versatile benchmark suite for video generative models.IEEE Transactions on Pattern Analysis and Machine Intelligence
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c75c244f-abe8-46d6-85b3-429107502496 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Memflow: Flowing adaptive memory for consistent and efficient long video narratives
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 41fb8877-9314-4e70-8168-f7d697adbe0f · outbound
Efficient Video Diffusion Models: Advancements and Challenges LoViC: Efficient Long Video Generation with Context Compression
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb5036a9-917e-4597-b6e6-c6a95e92da7f · outbound
Efficient Video Diffusion Models: Advancements and Challenges Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1eb1a56f-9037-4eef-8d29-a38996b7b4d7 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Adaptive Caching for Faster Video Generation with Diffusion Transformers
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 11fe4b24-8870-4afa-8f58-1e2c91dba338 · outbound
Efficient Video Diffusion Models: Advancements and Challenges A style-based generator architecture for generative adversarial networks
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2f294d63-0116-4b9e-bba8-7afd5bf3364b · outbound
Efficient Video Diffusion Models: Advancements and Challenges On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5b34ca9c-11d9-461d-ac55-bb7c9bf8a2af · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 66
Source-reported events for the cited work
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Observation 602abd3d-403d-4e33-9815-ffd30f9c7ff7 · outbound
Efficient Video Diffusion Models: Advancements and Challenges HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9b7b9c27-a98f-4bac-bde8-67b154ac7ef6 · outbound
Efficient Video Diffusion Models: Advancements and Challenges CausNVS: Autoregressive Multi-view Diffusion for Flexible 3D Novel View Synthesis
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cf65a83a-6753-46ee-a591-aefa94376b65 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 69
Source-reported events for the cited work
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Observation bb190f0b-2231-4d00-a1aa-e98b0fff83ab · outbound
Efficient Video Diffusion Models: Advancements and Challenges Packcache: A training-free acceleration method for unified autoregressive video generation via compact kv-cache.arXiv preprint arXiv:2601.04359,
Reference 70
Source-reported events for the cited work
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Observation c156d824-1899-4747-8656-ae0eee3595c8 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Stable video infinity: Infinite-length video generation with error recycling.arXiv preprint arXiv:2510.09212
Reference 71
Source-reported events for the cited work
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Observation 54792a8f-8243-455d-ab20-e94c1ec3f001 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Radial attention:O(nlogn)sparse attention with energy decay for long video generation
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation caa989e9-cb56-467d-a827-597db89dda5d · outbound
Efficient Video Diffusion Models: Advancements and Challenges ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
Reference 73
Source-reported events for the cited work
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Observation 17aa3bef-3de4-4335-823e-366d209ab586 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Dvd-quant: Data-free video diffusion transformers quantization
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c3de68ca-2e53-448f-942d-f5eea42d0157 · outbound
Efficient Video Diffusion Models: Advancements and Challenges WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 749c4cec-7c25-4444-a4de-6381a8210bb0 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Looking Backward: Streaming Video-to-Video Translation with Feature Banks
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9d7c7380-ac01-48cf-b742-e0a37b4d50c3 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Diffusion adversarial post-training for one-step video generation
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1599b5b1-74cd-45aa-acd8-ed782ac19fa2 · outbound
Efficient Video Diffusion Models: Advancements and Challenges FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
Reference 78
Source-reported events for the cited work
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Observation 6fc5c324-c1af-4d14-9009-04bf10550042 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Kwok, Sumi Helal, and Zeke Xie
Reference 79
Source-reported events for the cited work
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Observation 8d68663c-09fc-4a21-a73c-9b14a00e2174 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Equivdm: Equivariant video diffusion models with temporally consistent noise
Reference 80
Source-reported events for the cited work
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Observation 9506cb25-ab48-4296-a6a2-15da9791a2d5 · outbound
Efficient Video Diffusion Models: Advancements and Challenges arXiv preprint arXiv:2505.20353 (2025)
Reference 81
Source-reported events for the cited work
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Observation 9f41f1c0-914a-48b3-8afa-8cbfaaee3650 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Astraea: A token-wise acceleration framework for video diffusion transformers.arXiv preprint arXiv:2506.05096, 2025
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 93334b1f-358c-4739-b607-536b83363fdb · outbound
Efficient Video Diffusion Models: Advancements and Challenges Hi-VAE: Efficient Video Autoencoding with Global and Detailed Motion
Reference 83
Source-reported events for the cited work
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Observation 6f3af851-a7d0-4e89-b664-c0491ef7974c · outbound
Efficient Video Diffusion Models: Advancements and Challenges From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
Reference 84
Source-reported events for the cited work
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Observation f16359ef-6730-49e6-8aec-5d56aa8c7561 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
Reference 85
Source-reported events for the cited work
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Observation 8fc7cd8d-79f9-4927-af4a-0475c48f5877 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 86
Source-reported events for the cited work
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Observation ba5a6af6-328f-45a1-a722-b88ed70e78bb · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 87
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Observation 849f5c4b-d811-4d25-b4b8-aac49d5622ae · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 88
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Observation c435b7dd-636b-4ab6-b79c-d721cec01556 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency
Reference 89
Source-reported events for the cited work
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Observation 3c8ac99e-cda4-4ce9-a885-8e28b7882d5f · outbound
Efficient Video Diffusion Models: Advancements and Challenges Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Reference 90
Source-reported events for the cited work
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Observation b65c7fcf-188e-4c2e-acbe-ed8c85796e8a · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 91
Source-reported events for the cited work
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Observation e6efc42e-c1dd-427b-bd38-792a28a085c9 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 92
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Observation 89931edb-4006-4421-83fe-abdf5621cfe1 · outbound
Efficient Video Diffusion Models: Advancements and Challenges TalkingMachines: Real-Time Audio-Driven FaceTime-Style Video via Autoregressive Diffusion Models
Reference 93
Source-reported events for the cited work
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Observation 560ea10d-3f32-42cb-8721-53fb6e0358e0 · outbound
Efficient Video Diffusion Models: Advancements and Challenges 2025 , isbn =
Reference 94
Source-reported events for the cited work
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Observation 94126aea-6a43-43dd-a8b7-8709866aa72b · outbound
Efficient Video Diffusion Models: Advancements and Challenges ManiCM: Real-time 3D Diffusion Policy via Consistency Model for Robotic Manipulation
Reference 95
Source-reported events for the cited work
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Observation 18d3ac30-ebb6-4fab-9279-364752f364f7 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cac9cbc2-50fa-4c77-8bea-4e857f02dfdd · outbound
Efficient Video Diffusion Models: Advancements and Challenges Learning Few-Step Diffusion Models by Trajectory Distribution Matching
Reference 97
Source-reported events for the cited work
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Observation 156551de-b836-402d-8b83-fbffec077739 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Dual-Expert Consistency Model for Efficient and High-Quality Video Generation
Reference 98
Source-reported events for the cited work
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Observation b629b2a7-56d0-4cd0-8123-68a8811b1410 · outbound
Efficient Video Diffusion Models: Advancements and Challenges FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
Reference 99
Source-reported events for the cited work
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Observation a0c1f447-6ba6-4461-a89f-a9e5ca911a87 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model
Reference 100
Source-reported events for the cited work
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Observation 6c760191-0027-4b82-bc84-4c8e599f6881 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 101
Source-reported events for the cited work
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Observation 5396f2dd-b018-419b-b0a0-18c5ee5fb908 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Magcache: Fast video generation with magnitude- aware cache.ArXiv, abs/2506.09045
Reference 102
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Observation 5c9ad3c7-7b3b-4fc5-b8c8-65c5e113bb72 · outbound
Efficient Video Diffusion Models: Advancements and Challenges 2025.Krea Realtime 14B: Real-time Video Generation
Reference 103
Source-reported events for the cited work
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Observation 019c4449-42a8-41ed-bbb1-cfbc9c7401dd · outbound
Efficient Video Diffusion Models: Advancements and Challenges OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
Reference 104
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Observation 8a93883f-9cc9-4f05-8644-369fa635d903 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 105
Source-reported events for the cited work
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Observation fe266d65-184d-4c3d-bb29-5a3cdd3fffbf · outbound
Efficient Video Diffusion Models: Advancements and Challenges In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV)
Reference 106
Source-reported events for the cited work
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Observation ea6f4825-5825-42d5-a8fd-c88688105fee · outbound
Efficient Video Diffusion Models: Advancements and Challenges Ertacache: Error rectification and timesteps adjustment for efficient diffusion
Reference 107
Source-reported events for the cited work
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Observation 893413e3-93b1-417b-970d-5fb97cfec91c · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 108
Source-reported events for the cited work
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Observation ab2fe3a2-98d1-40f3-ac3c-19c0b4dc2073 · outbound
Efficient Video Diffusion Models: Advancements and Challenges FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
Reference 109
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Observation a1252ef0-c61f-4411-b75a-250093626758 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers
Reference 110
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Observation 62c882f0-d359-480b-bcde-5af595441de4 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Reference 111
Source-reported events for the cited work
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Observation 00e59bb4-52eb-4042-bb7c-fed485920765 · outbound
Efficient Video Diffusion Models: Advancements and Challenges 2024 , isbn =
Reference 112
Source-reported events for the cited work
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Observation 149b5e37-b45a-46de-a6a1-99cc36ab449b · outbound
Efficient Video Diffusion Models: Advancements and Challenges Adversarial diffusion distillation
Reference 113
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Observation 26731457-b28b-4a3e-92e1-be8fc63bbef8 · outbound
Efficient Video Diffusion Models: Advancements and Challenges MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis
Reference 114
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Observation 97528e2b-d79c-4829-a2aa-19f5bc907da0 · outbound
Efficient Video Diffusion Models: Advancements and Challenges TR-DQ: Time-Rotation Diffusion Quantization
Reference 115
Source-reported events for the cited work
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Observation 1a01716f-2d60-4b9f-b518-08823d62c411 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Fastvid: Dynamic density pruning for fast video large language models
Reference 116
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Observation d6d50871-b019-47a9-b4ea-769db90f72f6 · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 117
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Observation 7c887364-5077-4b3d-8792-34b68027c946 · outbound
Efficient Video Diffusion Models: Advancements and Challenges DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance
Reference 118
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Observation 9d93b6f5-2923-4139-a5e9-b0ea822decaf · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 119
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Observation 441085f4-7e05-4e18-a359-50638c4f4840 · outbound
Efficient Video Diffusion Models: Advancements and Challenges In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, W A, USA, June 16-22
Reference 120
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Observation e855573d-a003-4fec-b3d2-f0f4899bd09e · outbound
Efficient Video Diffusion Models: Advancements and Challenges Unresolved cited work
Reference 121
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