Search Results for author: Florian T. Pokorny

Found 6 papers, 0 papers with code

RealCraft: Attention Control as A Tool for Zero-Shot Consistent Video Editing

no code implementations19 Dec 2023 Shutong Jin, Ruiyu Wang, Florian T. Pokorny

Even though large-scale text-to-image generative models show promising performance in synthesizing high-quality images, applying these models directly to image editing remains a significant challenge.

Video Editing

How Physics and Background Attributes Impact Video Transformers in Robotic Manipulation: A Case Study on Planar Pushing

no code implementations3 Oct 2023 Shutong Jin, Ruiyu Wang, Muhammad Zahid, Florian T. Pokorny

As model and dataset sizes continue to scale in robot learning, the need to understand what is the specific factor in the dataset that affects model performance becomes increasingly urgent to ensure cost-effective data collection and model performance.

Friction Object +1

Estimating Activity at Multiple Scales using Spatial Abstractions

no code implementations25 Jul 2016 Majd Hawasly, Florian T. Pokorny, Subramanian Ramamoorthy

Autonomous robots operating in dynamic environments must maintain beliefs over a hypothesis space that is rich enough to represent the activities of interest at different scales.

Clustering Trajectory Clustering

On a Family of Decomposable Kernels on Sequences

no code implementations26 Jan 2015 Andrea Baisero, Florian T. Pokorny, Carl Henrik Ek

In many applications data is naturally presented in terms of orderings of some basic elements or symbols.

Dynamic Time Warping General Classification

Persistent Homology for Learning Densities with Bounded Support

no code implementations NeurIPS 2012 Florian T. Pokorny, Hedvig Kjellström, Danica Kragic, Carl Ek

We present a novel method for learning densities with bounded support which enables us to incorporate `hard' topological constraints.

Density Estimation

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