AI Agent

CaosDB - Research Data Management for Complex, Changing, and Automated Research Workflows

Timm Fitschen, Alexander Schlemmer, Daniel Hornung, Henrik tom Wörden, Ulrich Parlitz, Stefan Luther

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI

Journal ref Data 2019, 4(2), 83

Deterministic Implementations for Reproducibility in Deep Reinforcement Learning

Prabhat Nagarajan, Garrett Warnell, Peter Stone

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 17 Pages

DeepMDP: Learning Continuous Latent Space Models for Representation Learning

Carles Gelada, Saurabh Kumar, Jacob Buckman, Ofir Nachum, Marc G. Bellemare

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 13 pages main text, 16 pages appendix. ICML 2019

Geolocating Political Events in Text

Andrew Halterman

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

Comments NAACL 2019, NLP+CSS Workshop

A Neural, Interactive-predictive System for Multimodal Sequence to Sequence Tasks

Álvaro Peris, Francisco Casacuberta

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments ACL 2019 - System demonstrations

Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science

Alessandro Berti, Sebastiaan J. van Zelst, Wil van der Aalst

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

Probabilistic supervised learning

Frithjof Gressmann, Franz J. Király, Bilal Mateen, Harald Oberhauser

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

An Ontological Analysis of Business Process Modeling and Execution

Robert Singer

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

The Marchex 2018 English Conversational Telephone Speech Recognition System

Seongjun Hahm, Iroro Orife, Shane Walker, Jason Flaks

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 5 pages, 1 figure. Submitted to INTERSPEECH 2019

Next-Paradigm Programming Languages: What Will They Look Like and What Changes Will They Bring?

Yannis Smaragdakis

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

CATERPILLAR: A Business Process Execution Engine on the Ethereum Blockchain

Orlenys López-Pintado, Luciano García-Bañuelos, Marlon Dumas, Ingo Weber, Alex Ponomarev

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

Comments Preprint for Software: Practice and Experience

Creative Procedural-Knowledge Extraction From Web Design Tutorials

Longqi Yang, Chen Fang, Hailin Jin, Walter Chang, Deborah Estrin

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

A New Approach for Semi-automatic Building and Extending a Multilingual Terminology Thesaurus

Adam Rambousek, Ales Horak, Vit Suchomel, Vit Baisa

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

Comments Preprint of an article accepted for publication in International Journal on Artificial Intelligence Tools (c) 2019 copyright World Scientific Publishing Company https://www.worldscientific.com/worldscinet/ijait

Journal ref International Journal on Artifical Intelligence Tools, World Scientific Publishing, 2019, vol. 28, No 2

Automated Fact Checking in the News Room

Sebastião Miranda, David Nogueira, Afonso Mendes, Andreas Vlachos, Andrew Secker, Rebecca Garrett, Jeff Mitchel, Zita Marinho

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

Journal ref WEBCONF 2019

A constrained ICA-EMD Model for Group Level fMRI Analysis

Simon Wein, Ana Maria Tomé, Markus Goldhacker, Mark W. Greenlee, Elmar W. Lang

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

The Diverse Cohort Selection Problem

Candice Schumann, Samsara N. Counts, Jeffrey S. Foster, John P. Dickerson

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

V2X System Architecture Utilizing Hybrid Gaussian Process-based Model Structures

Hossein Nourkhiz Mahjoub, Behrad Toghi, S M Osman Gani, Yaser P. Fallah

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Accepted for Oral Presentation at the 13th IEEE Systems Conference (SysCon 2019)

Hyperbolic Discounting and Learning over Multiple Horizons

William Fedus, Carles Gelada, Yoshua Bengio, Marc G. Bellemare, Hugo Larochelle

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

MIRA: A Computational Neuro-Based Cognitive Architecture Applied to Movie Recommender Systems

Mariana B. Santos, Amanda M. Lima, Lucas A. Silva, Felipe S. Vargas, Guilherme A. Wachs-Lopes, Paulo S. Rodrigues

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer

Hsueh-Ti Derek Liu, Michael Tao, Chun-Liang Li, Derek Nowrouzezahrai, Alec Jacobson

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Belief dynamics extraction

Arun Kumar, Zhengwei Wu, Xaq Pitkow, Paul Schrater

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Visual Rationalizations in Deep Reinforcement Learning for Atari Games

Laurens Weitkamp, Elise van der Pol, Zeynep Akata

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments presented as oral talk at BNAIC 2018

Petrophysical Property Estimation from Seismic Data Using Recurrent Neural Networks

Motaz Alfarraj, Ghassan AlRegib

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Comments Published in SEG Technical Program Expanded Abstracts 2018

An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation

Thomas Kirchner, Janek Gröhl, Franz Sattler, Moritz S. Bischoff, Angelika Laha, Marco Nolden, Lena Maier-Hein

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

Comments manuscript follow-up for Kirchner et al. "Real-time in vivo blood oxygenation measurements with an open-source software platform for translational photoacoustic research (Conference Presentation)", Proc. SPIE 10494, Photons Plus Ultrasound: Imaging and Sensing 2018, 1049407 (15 March 2018)

Residual Attention based Network for Hand Bone Age Assessment

Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models

Jiawei Zhang, Yang Wang, Piero Molino, Lezhi Li, David S. Ebert

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort

Rahman Attar, Marco Pereanez, Ali Gooya, Xenia Alba, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Comments Accepted in STACOM workshop of MICCAI2018

Helix: Holistic Optimization for Accelerating Iterative Machine Learning

Doris Xin, Stephen Macke, Litian Ma, Jialin Liu, Shuchen Song, Aditya Parameswaran

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models

Alexander New, Kristin P. Bennett

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Comments 9 pages, 5 figures

Towards a Definition of Disentangled Representations

Irina Higgins, David Amos, David Pfau, Sebastien Racaniere, Loic Matthey, Danilo Rezende, Alexander Lerchner

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG