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A survey on video diffusion models
The recent wave of AI-generated content (AIGC) has witnessed substantial success in
computer vision, with the diffusion model playing a crucial role in this achievement. Due to …
computer vision, with the diffusion model playing a crucial role in this achievement. Due to …
Perceptual video quality assessment: A survey
Perceptual video quality assessment plays a vital role in the field of video processing due to
the existence of quality degradations introduced in various stages of video signal …
the existence of quality degradations introduced in various stages of video signal …
Vbench: Comprehensive benchmark suite for video generative models
Video generation has witnessed significant advancements yet evaluating these models
remains a challenge. A comprehensive evaluation benchmark for video generation is …
remains a challenge. A comprehensive evaluation benchmark for video generation is …
Snap video: Scaled spatiotemporal transformers for text-to-video synthesis
Contemporary models for generating images show remarkable quality and versatility.
Swayed by these advantages the research community repurposes them to generate videos …
Swayed by these advantages the research community repurposes them to generate videos …
Evaluating text-to-visual generation with image-to-text generation
Despite significant progress in generative AI, comprehensive evaluation remains
challenging because of the lack of effective metrics and standardized benchmarks. For …
challenging because of the lack of effective metrics and standardized benchmarks. For …
Miradata: A large-scale video dataset with long durations and structured captions
Sora's high-motion intensity and long consistent videos have significantly impacted the field
of video generation, attracting unprecedented attention. However, existing publicly available …
of video generation, attracting unprecedented attention. However, existing publicly available …
NTIRE 2024 quality assessment of AI-generated content challenge
This paper reports on the NTIRE 2024 Quality Assessment of AI-Generated Content
Challenge which will be held in conjunction with the New Trends in Image Restoration and …
Challenge which will be held in conjunction with the New Trends in Image Restoration and …
Genai arena: An open evaluation platform for generative models
Generative AI has made remarkable strides to revolutionize fields such as image and video
generation. These advancements are driven by innovative algorithms, architecture, and …
generation. These advancements are driven by innovative algorithms, architecture, and …
Freenoise: Tuning-free longer video diffusion via noise rescheduling
With the availability of large-scale video datasets and the advances of diffusion models, text-
driven video generation has achieved substantial progress. However, existing video …
driven video generation has achieved substantial progress. However, existing video …
Evaluating and improving compositional text-to-visual generation
While text-to-visual models now produce photo-realistic images and videos they struggle
with compositional text prompts involving attributes relationships and higher-order …
with compositional text prompts involving attributes relationships and higher-order …