Zobrazeno 1 - 10
of 529
pro vyhledávání: '"Sivic, A."'
Autor:
Pardo, Alejandro, Wang, Jui-Hsien, Ghanem, Bernard, Sivic, Josef, Russell, Bryan, Heilbron, Fabian Caba
The objective of this work is to manipulate visual timelines (e.g. a video) through natural language instructions, making complex timeline editing tasks accessible to non-expert or potentially even disabled users. We call this task Instructed visual
Externí odkaz:
http://arxiv.org/abs/2411.12293
We propose a new task, dataset and model for grounded video caption generation. This task unifies captioning and object grounding in video, where the objects in the caption are grounded in the video via temporally consistent bounding boxes. We introd
Externí odkaz:
http://arxiv.org/abs/2411.07584
Autor:
Bushuiev, Anton, Bushuiev, Roman, Zadorozhny, Nikola, Samusevich, Raman, Stärk, Hannes, Sedlar, Jiri, Pluskal, Tomáš, Sivic, Josef
Data scarcity and distribution shifts often hinder the ability of machine learning models to generalize when applied to proteins and other biological data. Self-supervised pre-training on large datasets is a common method to enhance generalization. H
Externí odkaz:
http://arxiv.org/abs/2411.02109
Autor:
Bushuiev, Roman, Bushuiev, Anton, de Jonge, Niek F., Young, Adamo, Kretschmer, Fleming, Samusevich, Raman, Heirman, Janne, Wang, Fei, Zhang, Luke, Dührkop, Kai, Ludwig, Marcus, Haupt, Nils A., Kalia, Apurva, Brungs, Corinna, Schmid, Robin, Greiner, Russell, Wang, Bo, Wishart, David S., Liu, Li-Ping, Rousu, Juho, Bittremieux, Wout, Rost, Hannes, Mak, Tytus D., Hassoun, Soha, Huber, Florian, van der Hooft, Justin J. J., Stravs, Michael A., Böcker, Sebastian, Sivic, Josef, Pluskal, Tomáš
The discovery and identification of molecules in biological and environmental samples is crucial for advancing biomedical and chemical sciences. Tandem mass spectrometry (MS/MS) is the leading technique for high-throughput elucidation of molecular st
Externí odkaz:
http://arxiv.org/abs/2410.23326
Autor:
Bushuiev, Anton, Bushuiev, Roman, Sedlar, Jiri, Pluskal, Tomas, Damborsky, Jiri, Mazurenko, Stanislav, Sivic, Josef
In recent years, there has been remarkable progress in machine learning for protein-protein interactions. However, prior work has predominantly focused on improving learning algorithms, with less attention paid to evaluation strategies and data prepa
Externí odkaz:
http://arxiv.org/abs/2404.10457
A linear map $\Phi$ between matrix spaces is called cross-positive if it is positive on orthogonal pairs $(U,V)$ of positive semidefinite matrices in the sense that $\langle U,V\rangle:=\text{Tr}(UV)=0$ implies $\langle \Phi(U),V\rangle\geq0$, and is
Externí odkaz:
http://arxiv.org/abs/2401.17425
We address the task of generating temporally consistent and physically plausible images of actions and object state transformations. Given an input image and a text prompt describing the targeted transformation, our generated images preserve the envi
Externí odkaz:
http://arxiv.org/abs/2312.07322
Autor:
Materzynska, Joanna, Sivic, Josef, Shechtman, Eli, Torralba, Antonio, Zhang, Richard, Russell, Bryan
We introduce an approach for augmenting text-to-video generation models with customized motions, extending their capabilities beyond the motions depicted in the original training data. By leveraging a few video samples demonstrating specific movement
Externí odkaz:
http://arxiv.org/abs/2312.04966
Autor:
Cífka, Martin, Ponimatkin, Georgy, Labbé, Yann, Russell, Bryan, Aubry, Mathieu, Petrik, Vladimir, Sivic, Josef
We introduce FocalPose++, a neural render-and-compare method for jointly estimating the camera-object 6D pose and camera focal length given a single RGB input image depicting a known object. The contributions of this work are threefold. First, we der
Externí odkaz:
http://arxiv.org/abs/2312.02985
Autor:
Fourmy, Mederic, Priban, Vojtech, Behrens, Jan Kristof, Mansard, Nicolas, Sivic, Josef, Petrik, Vladimir
The objective of this work is to enable manipulation tasks with respect to the 6D pose of a dynamically moving object using a camera mounted on a robot. Examples include maintaining a constant relative 6D pose of the robot arm with respect to the obj
Externí odkaz:
http://arxiv.org/abs/2311.05344