AI Agent

Behavioral Intention Prediction in Driving Scenes: A Survey

Jianwu Fang, Fan Wang, Jianru Xue, Tat-seng Chua

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 254 references

Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage

Stefano Mensa, Emre Sahin, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli

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

Comments 16 pages, 7 figures

Journal ref Machine Learning: Science and Technology 4, 015023 (2023)

mvlearnR and Shiny App for multiview learning

Elise F. Palzer, Sandra E. Safo

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

View it like a radiologist: Shifted windows for deep learning augmentation of CT images

Eirik A. Østmo, Kristoffer K. Wickstrøm, Keyur Radiya, Michael C. Kampffmeyer, Robert Jenssen

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 6 pages, 3 figures, accepted to MLSP 2023

Journal ref 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), 1-6

Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs

Benjamin C. Warner, Thomas Kannampallil, Seunghwan Kim

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

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10th, 2023, New Orleans, United States, 10 pages

Understanding Cost Dynamics of Serverless Computing: An Empirical Study

Muhammad Hamza, Muhammad Azeem Akbar, Rafael Capilla

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

Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images

Petru Manescu, Joseph Geradts, Delmiro Fernandez-Reyes

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

Comments Under review

An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer

Adam J Shephard, Mostafa Jahanifar, Ruoyu Wang, Muhammad Dawood, Simon Graham, Kastytis Sidlauskas, Syed Ali Khurram, Nasir M Rajpoot, Shan E Ahmed Raza

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

Comments 5 pages, 1 figure, 2 tables

An Optimization Case Study for solving a Transport Robot Scheduling Problem on Quantum-Hybrid and Quantum-Inspired Hardware

Dominik Leib, Tobias Seidel, Sven Jäger, Raoul Heese, Caitlin Isobel Jones, Abhishek Awasthi, Astrid Niederle, Michael Bortz

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

Journal ref Sci Rep 13, 18743 (2023)

Enabling Decision-Support Systems through Automated Cell Tower Detection

Natasha Krell, Will Gleave, Daniel Nakada, Justin Downes, Amanda Willet, Matthew Baran

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

In Time and Space: Towards Usable Adaptive Control for Assistive Robotic Arms

Max Pascher, Kirill Kronhardt, Felix Ferdinand Goldau, Udo Frese, Jens Gerken

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

Comments RO-MAN'23: 32nd IEEE International Conference on Robot and Human Interactive Communication, Busan, Korea

Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approach

Maxime Delmas, Magdalena Wysocka, André Freitas

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

STRIDE: Structure-guided Generation for Inverse Design of Molecules

Shehtab Zaman, Denis Akhiyarov, Mauricio Araya-Polo, Kenneth Chiu

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

Plume: A Framework for High Performance Deep RL Network Controllers via Prioritized Trace Sampling

Sagar Patel, Junyang Zhang, Sangeetha Abdu Jyothi, Nina Narodytska

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

Price Interpretability of Prediction Markets: A Convergence Analysis

Dian Yu, Jianjun Gao, Weiping Wu, Zizhuo Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy

Sergei V. Kalinin, Debangshu Mukherjee, Kevin M. Roccapriore, Ben Blaiszik, Ayana Ghosh, Maxim A. Ziatdinov, A. Al-Najjar, Christina Doty, Sarah Akers, Nageswara S. Rao, Joshua C. Agar, Steven R. Spurgeon

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

Comments Review Article

Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates

Insu Jang, Zhenning Yang, Zhen Zhang, Xin Jin, Mosharaf Chowdhury

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

Comments SOSP'23 | Camera-ready + figures and numbers are corrected

Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones

Asanobu Kitamoto, Jared Hwang, Bastien Vuillod, Lucas Gautier, Yingtao Tian, Tarin Clanuwat

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

Comments Accepted by NeurIPS 2023 Datasets and Benchmarks Track (Spotlight)

Stable Diffusion Reference Only: Image Prompt and Blueprint Jointly Guided Multi-Condition Diffusion Model for Secondary Painting

Hao Ai, Lu Sheng

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

Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning

Haoyu Liu, Alec F. Diallo, Paul Patras

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

A GPT-4 Reticular Chemist for Guiding MOF Discovery

Zhiling Zheng, Zichao Rong, Nakul Rampal, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi

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

Comments 173 pages (9-page manuscript and 164 pages of supporting information) Submitted to Angewandte Chemie International Edition

Journal ref Angew. Chem. Int. Ed. 2023, e202311983

Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings (Extended Version)

Pulkit Verma, Rushang Karia, Siddharth Srivastava

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments NeurIPS 2023

Video-rate multispectral imaging in laparoscopic surgery: First-in-human application

Leonardo Ayala, Sebastian Wirkert, Anant Vemuri, Tim Adler, Silvia Seidlitz, Sebastian Pirmann, Christina Engels, Dogu Teber, Lena Maier-Hein

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

Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation

Chengpeng Li, Zhengyi Yang, Jizhi Zhang, Jiancan Wu, Dingxian Wang, Xiangnan He, Xiang Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 11 pages, 7 figures

Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture

Bingsheng Yao, Ishan Jindal, Lucian Popa, Yannis Katsis, Sayan Ghosh, Lihong He, Yuxuan Lu, Shashank Srivastava, Yunyao Li, James Hendler, Dakuo Wang

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

Comments Accepted to EMNLP 2023 Findings

PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India

Ashok Urlana, Pinzhen Chen, Zheng Zhao, Shay B. Cohen, Manish Shrivastava, Barry Haddow

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

Comments Findings of EMNLP 2023

Representing and Computing Uncertainty in Phonological Reconstruction

Johann-Mattis List, Nathan W. Hill, Robert Forkel, Frederic Blum

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

Comments To appear in: Proceedings of the 4th Workshop on Computational Approaches to Historical Language Change

Digital Twins of Business Processes as Enablers for IT / OT Integration

Hannes Waclawek, Georg Schäfer, Christoph Binder, Eduard Hirsch, Stefan Huber

专题命中 工作流自动化 ：agent(abstract)；分类 cs.SE

Comments Submitted to INDIN2023 conference

Journal ref 2023 IEEE 21st International Conference on Industrial Informatics (INDIN)

Sim-to-Real Transfer of Adaptive Control Parameters for AUV Stabilization under Current Disturbance

Thomas Chaffre, Jonathan Wheare, Andrew Lammas, Paulo Santos, Gilles Le Chenadec, Karl Sammut, Benoit Clement

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

A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images

Yangfan Ni, Duo Zhang, Gege Ma, Lijun Lu, Zhongke Huang, Wentao Zhu

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

Comments 17 pages, 7 figures