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Evaluation of text-to-video generation models: A dynamics perspective
Comprehensive and constructive evaluation protocols play an important role when
develo** sophisticated text-to-video (T2V) generation models. Existing evaluation …
develo** sophisticated text-to-video (T2V) generation models. Existing evaluation …
Diffusion model-based video editing: A survey
The rapid development of diffusion models (DMs) has significantly advanced image and
video applications, making" what you want is what you see" a reality. Among these, video …
video applications, making" what you want is what you see" a reality. Among these, video …
T2vsafetybench: Evaluating the safety of text-to-video generative models
The recent development of Sora leads to a new era in text-to-video (T2V) generation. Along
with this comes the rising concern about its safety risks. The generated videos may contain …
with this comes the rising concern about its safety risks. The generated videos may contain …
Boosting text-to-video generative model with MLLMs feedback
Recent advancements in text-to-video generative models, such as Sora, have showcased
impressive capabilities. These models have attracted significant interest for their potential …
impressive capabilities. These models have attracted significant interest for their potential …
Videoscore: Building automatic metrics to simulate fine-grained human feedback for video generation
The recent years have witnessed great advances in video generation. However, the
development of automatic video metrics is lagging significantly behind. None of the existing …
development of automatic video metrics is lagging significantly behind. None of the existing …
Video diffusion models: A survey
Diffusion generative models have recently become a powerful technique for creating and
modifying high-quality, coherent video content. This survey provides a comprehensive …
modifying high-quality, coherent video content. This survey provides a comprehensive …
A survey on multimodal wearable sensor-based human action recognition
The combination of increased life expectancy and falling birth rates is resulting in an aging
population. Wearable Sensor-based Human Activity Recognition (WSHAR) emerges as a …
population. Wearable Sensor-based Human Activity Recognition (WSHAR) emerges as a …
Align anything: Training all-modality models to follow instructions with language feedback
Reinforcement learning from human feedback (RLHF) has proven effective in enhancing the
instruction-following capabilities of large language models; however, it remains …
instruction-following capabilities of large language models; however, it remains …
Sakuga-42m dataset: Scaling up cartoon research
Z Pan - arxiv preprint arxiv:2405.07425, 2024 - arxiv.org
Hand-drawn cartoon animation employs sketches and flat-color segments to create the
illusion of motion. While recent advancements like CLIP, SVD, and Sora show impressive …
illusion of motion. While recent advancements like CLIP, SVD, and Sora show impressive …
Videodpo: Omni-preference alignment for video diffusion generation
Recent progress in generative diffusion models has greatly advanced text-to-video
generation. While text-to-video models trained on large-scale, diverse datasets can produce …
generation. While text-to-video models trained on large-scale, diverse datasets can produce …