Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"video prediction"”.
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Im2Vid: Future Video Prediction for Static Image Action Recognition
… capture the action performed. Unlike images, videos have temporal information that greatly improves action recognition by resolving potential ambiguity. We propose to leverage a large amount of readily available unlabeled videos to transfer the temporal information from video domain to static …
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Geometry-based video prediction with camera motion for mobile robotics
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2022-11-11 without embargo terms
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Learning environment simulators from sparse signals
… models. While conventional work has focused on video prediction as a means for environment learning, this work instead seeks to learn from much sparser signals, like the agent's reward. In Chapter 1, we establish a taxonomy of environments and the attributes that make them easier or harder to …
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Stochastic prediction in sequential high-dimensional observation space
… plausible future. This can lead to low-quality predictions in real-world settings with stochastic dynamics. In this thesis, we study the importance of stochasticity in predicting high-quality predictions of the raw sequential observations. We develop a stochastic variational video prediction …
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Capsule Networks: Framework and Application to Disentanglement for Generative Models
… domains such as image-to-image translation, video prediction, and generating synthetic data where accessing real data is expensive, unethical, or compromising privacy. One of the main challenges in designing a generative model is creating a disentangled representation of generative factors …
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Maximizing Resource Utilization In Video Streaming Systems
<p>Video streaming has recently grown dramatically in popularity over the Internet, Cable TV, and wire-less networks. Because of the resource demanding nature of video streaming applications, maximizing resource utilization in any video streaming system is a key factor to increase the scalability …
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Dynamic 3D Gaussian tracking for graph-based neural dynamics modeling
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-02-04 without embargo terms
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Learning for Visual Synthesis and Transformation
… to create pixel-level data (e.g., images and videos) based on descriptions such as texts, noise, semantic annotations and images. Recently, deep generative learning has greatly promoted the development of visual synthesis. However, the existing generative methods still suffer from several …