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Thomas Lukasiewicz

  1. e-SNLI: Natural Language Inference with Natural Language Explanations
    2018/12/04 by Oana-Maria Camburu, Camburu, Oana-Maria, Tim Rocktäschel +5 · 35 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  2. Reverse Differentiation via Predictive Coding
    2021/03/08 by Tommaso Salvatori, Yuhang Song, Salvatori, Tommaso +8 · 1 voice · 1 citation
    Neuroscience · Computer Science · Engineering · #Neural dynamics and brain function #Neural Networks and Applications #Advanced Memory and Neural Computing
  3. Large Language Models for Mathematicians
    2023/12/07 by Simon Frieder, Julius Berner, Philipp Petersen +1 · 7 voices · 1 citation
    #cs.CL #cs.AI #cs.LG #math.HO
  4. The Surprising Power of Graph Neural Networks with Random Node\n Initialization
    2020/10/02 by Ralph Abboud, İsmail İlkan Ceylan, Abboud, Ralph +5 · 11 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
  5. Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records
    2021/06/21 by Yikuan Li, Li, Yikuan, Mohammad Mamouei +13 · 10 citations
    Computer Science · Health Professions · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  6. A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
    2022/11/16 by Tommaso Salvatori, Yuhang Song, Salvatori, Tommaso +16 · 1 voice · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.LG #cs.NE
  7. BoxE: A Box Embedding Model for Knowledge Base Completion
    2020/07/13 by Ralph Abboud, Abboud, Ralph, İsmail İlkan Ceylan +5 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  8. Brain-inspired Computational Intelligence via Predictive Coding
    2023/08/15 by Tommaso Salvatori, Ankur Mali, Salvatori, Tommaso +12 · 2 voices · 2 citations
    Computer Science · #Computability, Logic, AI Algorithms #Machine Learning in Healthcare #Neural Networks and Applications #cs.AI #cs.LG #cs.NE
  9. ManiGAN: Text-Guided Image Manipulation
    2019/12/12 by Bowen Li, Li, Bowen, Xiaojuan Qi +5 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Advanced Image Processing Techniques
  10. e-ViL: A Dataset and Benchmark for Natural Language Explanations in\n Vision-Language Tasks
    2021/05/08 by Maxime Kayser, Kayser, Maxime, Oana-Maria Camburu +11 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  11. Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?
    2022/02/18 by Beren Millidge, Millidge, Beren, Tommaso Salvatori +7 · 4 citations
    Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  12. RSG: A Simple but Effective Module for Learning Imbalanced Datasets
    2021/06/18 by Jianfeng Wang, Wang, Jianfeng, Thomas Lukasiewicz +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques
  13. Evaluating Language Models for Mathematics through Interactions
    2023/06/02 by Katherine M. Collins, Collins, Katherine M., Albert Q. Jiang +25 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
  14. Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models
    2022/02/09 by Beren Millidge, Millidge, Beren, Tommaso Salvatori +7 · 3 citations
    Computer Science · Engineering · Neuroscience · #Neural Networks and Applications #Advanced Memory and Neural Computing #Neural dynamics and brain function
  15. An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models
    2023/06/06 by Zhongbin Xie, Xie, Zhongbin, Thomas Lukasiewicz +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  16. A Review of Winograd Schema Challenge Datasets and Approaches
    2020/04/23 by Vid Kocijan, Kocijan, Vid, Thomas Lukasiewicz +7 · 1 citation
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. The Defeat of the Winograd Schema Challenge
    2022/01/07 by Vid Kocijan, Kocijan, Vid, Ernest Davis +7 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  18. Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup
    2021/12/12 by Yordan Yordanov, Vid Kocijan, Yordanov, Yordan +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  19. Efficient Deep Clustering of Human Activities and How to Improve Evaluation
    2022/09/17 by Louis Mahon, Thomas Lukasiewicz, Mahon, Louis +1 · 1 citation
    Computer Science · Social Sciences · #Context-Aware Activity Recognition Systems #Human Mobility and Location-Based Analysis
  20. Predictive Coding beyond Gaussian Distributions
    2022/11/07 by Luca Pinchetti, Pinchetti, Luca, Tommaso Salvatori +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  21. Associative Memories in the Feature Space
    2024/02/16 by Tommaso Salvatori, Beren Millidge, Salvatori, Tommaso +7 · 1 citation
    Computer Science · #Speech and dialogue systems
  22. Data for Mathematical Copilots: Better Ways of Presenting Proofs for Machine Learning
    2024/12/19 by Simon Frieder, Frieder, Simon, Jonas Bayer +27 · 2 citations
    Computer Science · #Numerical Methods and Algorithms #Mathematics, Computing, and Information Processing #Polynomial and algebraic computation
  23. Machine Learning with Requirements: a Manifesto
    2023/04/07 by Eleonora Giunchiglia, Fergus Imrie, Giunchiglia, Eleonora +5 · 1 citation
    Computer Science · #Software System Performance and Reliability #Software Engineering Research #Software Engineering Techniques and Practices