Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency | Paper Citation Record

Observation c9d80b7b-e771-4944-bb35-9a1a7226f957 · outbound

This paper cites vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations

Reference 1

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Observation 3b2d9d35-3b22-4b49-8522-4deebd200df0 · outbound

This paper cites Blind video temporal consistency.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Blind video temporal consistency

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.571212Z

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Observation 35b93c87-4960-4e3b-b6bc-8f9afdab0939 · outbound

This paper cites Glean: Generative latent bank for large-factor image super-resolution.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Glean: Generative latent bank for large-factor image super-resolution

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.560089Z

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Observation 77eeb86e-23d8-4a54-b2e6-601c7d491626 · outbound

This paper cites Basicvsr++: Improving video super- resolution with enhanced propagation and alignment.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Basicvsr++: Improving video super- resolution with enhanced propagation and alignment

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.549254Z

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Observation a97b87c4-ccde-45c1-8a47-669653a152d7 · outbound

This paper cites Investigating tradeoffs in real-world video super-resolution.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Investigating tradeoffs in real-world video super-resolution

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.538114Z

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Observation 3c4f623e-cd7f-45d0-8827-1469d2d93c10 · outbound

This paper cites Progressive semantic- aware style transformation for blind face restoration.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Progressive semantic- aware style transformation for blind face restoration

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.527231Z

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Observation cb9bc4ee-59a4-439b-b738-ac74a6065983 · outbound

This paper cites Fsrnet: End-to-end learning face super-resolution with facial priors.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Fsrnet: End-to-end learning face super-resolution with facial priors

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.516611Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a4f1d00d-e524-4b21-b3b6-2a670cbe2806 · outbound

This paper cites Stabilization of flicker- like effects in image sequences through local contrast cor- rection.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Stabilization of flicker- like effects in image sequences through local contrast cor- rection

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.505853Z

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Observation 138959d2-ea9a-4624-8808-c48fae68b133 · outbound

This paper cites FastBlend: a Powerful Model-Free Toolkit Making Video Stylization Easier.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency FastBlend: a Powerful Model-Free Toolkit Making Video Stylization Easier

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:09:29.077134Z

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Observation 2ab62ae9-cd17-460a-8810-ca64821618da · outbound

This paper cites Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.767107Z

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Observation d6569939-5b92-4138-8737-c4b11f117157 · outbound

This paper cites Taming transformers for high-resolution image synthesis.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Taming transformers for high-resolution image synthesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.770783Z

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Observation 7eabb545-37e6-430c-884c-e99d72d1888c · outbound

This paper cites Kalman-Inspired Feature Propagation for Video Face Super-Resolution.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Kalman-Inspired Feature Propagation for Video Face Super-Resolution

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.774660Z

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Observation 6cace7fe-722b-4b75-901a-5907c5f30bd0 · outbound

This paper cites Unsuper- vised model-based learning for simultaneous video deflicker- ing and deblotching.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Unsuper- vised model-based learning for simultaneous video deflicker- ing and deblotching

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.487370Z

Source-reported events for the cited work

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Observation f48ddd19-1c79-4e60-b76b-1fbcedad96fd · outbound

This paper cites Vqfr: Blind face restoration with vector-quantized dictionary and parallel de- coder.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Vqfr: Blind face restoration with vector-quantized dictionary and parallel de- coder

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.476621Z

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Observation ea85165b-3dea-4698-84e1-83b3749e310c · outbound

This paper cites Face super-resolution guided by 3d facial priors.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Face super-resolution guided by 3d facial priors

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.465509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eeb7c5ef-e37d-478e-a2ac-0363ebd220b7 · outbound

This paper cites Straightening out the straight-through estimator: Over- coming optimization challenges in vector quantized net- works.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Straightening out the straight-through estimator: Over- coming optimization challenges in vector quantized net- works

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.454907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f5520ce8-e59b-4caa-b54a-3fb2afdadcad · outbound

This paper cites Percep- tual losses for real-time style transfer and super-resolution.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Percep- tual losses for real-time style transfer and super-resolution

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.793320Z

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Observation e71c729a-8462-4bc5-9837-51af9ecc8c8b · outbound

This paper cites Flicker removal and superpixel-based motion tracking for high speed videos.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Flicker removal and superpixel-based motion tracking for high speed videos

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.437343Z

Source-reported events for the cited work

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Observation 16bf8b3d-946a-4254-82d5-b25ff10ab538 · outbound

This paper cites Video super-resolution with convolutional neu- ral networks.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Video super-resolution with convolutional neu- ral networks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.424686Z

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Observation 1f2c1bc1-8634-4d41-aac3-c2a5366fa09c · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency A style-based generator architecture for generative adversarial networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.803766Z

Source-reported events for the cited work

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Observation 494dec22-0271-459f-825c-ec0a39246940 · outbound

This paper cites Analyzing and improv- ing the image quality of stylegan.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Analyzing and improv- ing the image quality of stylegan

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.407366Z

Source-reported events for the cited work

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Observation cd9d69c6-ee76-4585-a783-a0fc8ad9ffd5 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Adam: A Method for Stochastic Optimization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.809831Z

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Observation 305b1afb-4c08-4ad2-a52e-2e54be7fc367 · outbound

This paper cites Open-sora-plan, 2024.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Open-sora-plan, 2024

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.813545Z

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Observation 1ba523f2-6723-4dc7-ae64-46e84c9d137d · outbound

This paper cites Robust training of vector quantized bottleneck models.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Robust training of vector quantized bottleneck models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.390920Z

Source-reported events for the cited work

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Observation d84019ea-c3fe-4e75-8190-62b88636d2b1 · outbound

This paper cites Blind video temporal consistency via deep video prior.Advances in Neu- ral Information Processing Systems, 33:1083–1093, 2020.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Blind video temporal consistency via deep video prior.Advances in Neu- ral Information Processing Systems, 33:1083–1093, 2020

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.820439Z

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Observation 3d725c4a-55b0-4223-9ab0-ac8e419e6f20 · outbound

This paper cites Blind video deflickering by neural filtering with a flawed atlas.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Blind video deflickering by neural filtering with a flawed atlas

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.374772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5188bb45-0685-4d78-9807-3ed74a3e83c0 · outbound

This paper cites Learning warped guidance for blind face restoration.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Learning warped guidance for blind face restoration

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.364322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6d8cf08a-b110-482d-ba08-a14b3bde5f14 · outbound

This paper cites Vrt: A video restoration transformer.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Vrt: A video restoration transformer

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.353961Z

Source-reported events for the cited work

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Observation a236aae1-27fa-4f32-b3db-89024abab065 · outbound

This paper cites DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.832868Z

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Observation 51677467-4d33-4e4e-b6cb-ca2468e00634 · outbound

This paper cites Evalcrafter: Benchmarking and eval- uating large video generation models.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Evalcrafter: Benchmarking and eval- uating large video generation models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.343545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e73b5318-78f7-4c53-9e17-acb2be44268c · outbound

This paper cites FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.839638Z

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Observation eb87e8e6-f5f0-459d-83dd-59263e06ae8f · outbound

This paper cites Sora: Creating video from text., 2024.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Sora: Creating video from text., 2024

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.333729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 998e0073-fbd9-4344-b6ee-2fd86ed1e501 · outbound

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

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency DINOv2: Learning Robust Visual Features without Supervision

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.846847Z

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Observation 1087b035-dca8-45ee-bc6b-b70a90a8b96e · outbound

This paper cites Gener- ating diverse high-fidelity images with vq-vae-2.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Gener- ating diverse high-fidelity images with vq-vae-2

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.850977Z

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Observation de27e747-742d-4865-b8b9-e8d84d60260a · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency High-resolution image synthesis with latent diffusion models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.854019Z

Source-reported events for the cited work

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Observation 890e18b6-5119-46c7-b147-05f6c187ad27 · outbound

This paper cites Adversarial Diffusion Distillation.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Adversarial Diffusion Distillation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.858576Z

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Unavailable: canonical work link unavailable.

Observation a5842f27-e9b7-402e-9174-be2f67c30eb9 · outbound

This paper cites Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.862877Z

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Observation ccc973cf-7607-44e7-8723-4718f57389e5 · outbound

This paper cites Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.312348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1c66be5a-969c-48fa-87af-5dd40b564a1f · outbound

This paper cites Very deep convolutional networks for large-scale image recognition.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Very deep convolutional networks for large-scale image recognition

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.302182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f8a4bf40-e9c7-47e6-b1e8-4bcddb854c9b · outbound

This paper cites SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.872406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd2dcbac-2d80-4808-82a7-2abfd569b2d3 · outbound

This paper cites Blind face video restoration with temporal consis- tent generative prior and degradation-aware prompt.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Blind face video restoration with temporal consis- tent generative prior and degradation-aware prompt

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.291091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 87c34add-850e-46a6-a945-4fc98d33a13a · outbound

This paper cites Raft: Recurrent all-pairs field transforms for optical flow.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Raft: Recurrent all-pairs field transforms for optical flow

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.878833Z

Source-reported events for the cited work

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Observation 0e3b5984-c591-4e9e-bc32-ae22179c3bc3 · outbound

This paper cites Neural discrete representation learning.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Neural discrete representation learning

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.274361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9dbf1d50-743f-4e28-a50a-4ab1f6fb8b24 · outbound

This paper cites Edvr: Video restoration with enhanced deformable convolutional networks.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Edvr: Video restoration with enhanced deformable convolutional networks

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.264266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1d685d21-4bec-458d-8d8f-d8494a1202bc · outbound

This paper cites To- wards real-world blind face restoration with generative fa- cial prior.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency To- wards real-world blind face restoration with generative fa- cial prior

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.889544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64041ecf-8465-4527-8ab9-15d22e8c4cd3 · outbound

This paper cites Real-esrgan: Training real-world blind super-resolution with pure synthetic data.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Real-esrgan: Training real-world blind super-resolution with pure synthetic data

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.892784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf95822a-1deb-4747-a12d-50a1cab9f80e · outbound

This paper cites Restoreformer: High-quality blind face restoration from undegraded key-value pairs.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Restoreformer: High-quality blind face restoration from undegraded key-value pairs

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.241642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1fc13a94-da42-4d6d-b59c-4b0244c8bb00 · outbound

This paper cites Vfhq: A high-quality dataset and bench- mark for video face super-resolution.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Vfhq: A high-quality dataset and bench- mark for video face super-resolution

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.231630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9c72ab94-2570-456d-ab5b-743723133e7e · outbound

This paper cites Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.903953Z

Source-reported events for the cited work

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Observation 28e98862-346b-49c9-9f5a-d3aa10f94f81 · outbound

This paper cites Gan prior embedded network for blind face restoration in the wild.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Gan prior embedded network for blind face restoration in the wild

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.221458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e2de2031-15fc-4df3-b3b8-e317620af669 · outbound

This paper cites Fast image and video colorization using chrominance blending.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Fast image and video colorization using chrominance blending

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.211542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fc393b0c-8b44-4c5a-8501-0bde3871affb · outbound

This paper cites Soundstream: An end- to-end neural audio codec.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Soundstream: An end- to-end neural audio codec

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.914234Z

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Observation d5288ee3-abea-4d6f-8b9b-ab8819d85051 · outbound

This paper cites Regularized vector quantization for tokenized im- age synthesis.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Regularized vector quantization for tokenized im- age synthesis

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.195982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c76d3287-6804-41fc-8067-0b2980a6edb7 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency The unreasonable effectiveness of deep features as a perceptual metric

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.185839Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dae1e7a8-e1ac-4f16-896a-7fc7d535356c · outbound

This paper cites Svcnet: Scribble-based video colorization network with temporal aggregation.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Svcnet: Scribble-based video colorization network with temporal aggregation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.175747Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cdce90cf-771c-4c6e-a803-930c08809fd0 · outbound

This paper cites Online clustered code- book.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Online clustered code- book

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.164907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d03456e6-f7ae-41ea-9e20-383a1c9e4a70 · outbound

This paper cites Movq: Modulating quantized vectors for high- fidelity image generation.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Movq: Modulating quantized vectors for high- fidelity image generation

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T13:09:28.931001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 410926a5-4849-4430-a54a-82411b823ab5 · outbound

This paper cites Towards robust blind face restora- tion with codebook lookup transformer.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Towards robust blind face restora- tion with codebook lookup transformer

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.148890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b79c3b17-eb2f-4d91-9e74-6f3cb8455074 · outbound

This paper cites In step A (second row in Figure 6), we crop the raw videos to increase the face proportion.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency In step A (second row in Figure 6), we crop the raw videos to increase the face proportion

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.138006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b916af50-0548-430f-8da3-61a6eb6c5385 · outbound

This paper cites Degradation: Consistent v.s.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Degradation: Consistent v.s

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.128791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 80e08792-52d1-4a8a-838e-15d9c7d58774 · outbound

This paper cites an unresolved cited work.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:09:29.108314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 746a7768-edfc-4437-afa3-01fa8a379c32 · outbound

This paper cites This occurs when the character’s HQOurs Figure 13.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency This occurs when the character’s HQOurs Figure 13

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.097013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f6ade0a-0d04-4fa2-b27f-2a381d5b8fae · outbound

This paper cites Although using a lower reso- lution enhances training efficiency, it adversely affects the quality and granularity of the input, and limits the expres- siveness of the output.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency Although using a lower reso- lution enhances training efficiency, it adversely affects the quality and granularity of the input, and limits the expres- siveness of the output

Reference 2562

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:09:29.118537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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