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Long-Term Prediction of Natural Video Sequences with Robust Video Predictors
Luke Ditria, Tom Drummond
Predicting high dimensional video sequences is a curiously difficult problem. The number of possible futures for a given video sequence grows exponentially over time due to uncerta…
Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs
Luke Ditria, Tom Drummond
Generative models have seen an explosion in popularity with the release of huge generative Diffusion models like Midjourney and Stable Diffusion to the public. Because of this new…
Motion Perceiver: Real-Time Occupancy Forecasting for Embedded Systems
Bryce Ferenczi, Michael Burke, Tom Drummond
This work introduces a novel and adaptable architecture designed for real-time occupancy forecasting that outperforms existing state-of-the-art models on the Waymo Open Motion Data…
Knowledge Combination to Learn Rotated Detection Without Rotated Annotation
Tianyu Zhu, Bryce Ferenczi, Pulak Purkait +3
Rotated bounding boxes drastically reduce output ambiguity of elongated objects, making it superior to axis-aligned bounding boxes. Despite the effectiveness, rotated detectors are…