Forschungsbereich Artificial Intelligence Techniques

Organization Name (de) Name der Organisation (de)
E192-07 - Forschungsbereich Artificial Intelligence Techniques
 
Code Kennzahl
E192-07
 
Type of Organization Organisationstyp
Research Division
Parent OrgUnit Übergeordnete Organisation
 
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Results 1-90 of 90 (Search time: 0.0 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Xu, Zhenghua ; Wang, Zhenzhen ; Liu, Jing ; Li, Bo ; Ma, Xijia ; Zhan, Yuefu ; Yang, Runhe ; Lukasiewicz, Thomas HGR-DiffSeg: Hybrid-guided robust diffusion model for medical image segmentationArticle Artikel 1-Sep-2026
2Wang, Xiangtao ; Wang, Ruizhi ; Lukasiewicz, Thomas ; Xu, Zhenghua AMLP: Adjustable Masking Lesion Patches for Self-Supervised Medical Image SegmentationArticle Artikel May-2026
3Xu, Zhenghua ; Liu, Yunxin ; Yuan, Di ; Li, Bo ; Liu, Weipeng ; Lukasiewicz, Thomas You Need Glimpse Before Segmentation: Stochastic Detector-Actor-Critic for Medical Image SegmentationArticle Artikel May-2026
4Salvatori, Tommaso ; Mali, Ankur ; Buckley, Christopher L. ; Lukasiewicz, Thomas ; Rao, Rajesh P.N. ; Friston, Karl ; Ororbia, Alexander A survey on neuro-mimetic deep learning via predictive codingArticle Artikel Mar-2026
5Xu, Zhenghua ; Tang, Jiaqi ; Yao, Dan ; Wang, Zhenzhen ; Lukasiewicz, Thomas AttCL-GAN: Attentional contrastive learning-based generative adversarial network for modality completion of medical imagesArticle Artikel 15-Feb-2026
6Wang, Ruizhi ; Xu, Zhenghua ; Wang, Xiangtao ; Liu, Weipeng ; Lukasiewicz, Thomas C2M-DoT: Cross-modal consistent multi-view medical report generation with domain transfer networkArticle Artikel Jan-2026
7Stoian, Mihaela C. ; Giunchiglia, Eleonora ; Lukasiewicz, Thomas A Survey on Deep Learning Approaches for Tabular Data Generation:Utility, Alignment, Fidelity, Privacy, Diversity, and BeyondArticle Artikel 2026
8Cheng, Zehua ; Dai, Wei ; Sun, Jiahao ; Lukasiewicz, Thomas CircuitSynth: Reliable Synthetic Data GenerationInproceedings Konferenzbeitrag2026
9Cheng, Zehua ; Dai, Wei ; Sun, Jiahao ; Lukasiewicz, Thomas GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor GraphsInproceedings Konferenzbeitrag 2026
10Xu, Zhenghua ; Zhang, Yujun ; Li, Bo ; Zhou, Gaoxi ; Lu, Xianglin ; Lukasiewicz, Thomas Advancing federated semi-supervised medical image segmentation: A duo of interactive denoising pseudo-labels and convolutional contrastive learningArticle Artikel 2026
11Xu, Zhenghua ; Zhang, Hexiang ; Yang, Runhe ; Liu, Weipeng ; Lukasiewicz, Thomas Semi-supervised medical image lesion detection based on multi-head feature fusionArticle Artikel 2026
12Xie, Zhongbin ; Lukasiewicz, Thomas Investigating Multi-layer Representations for Dense Passage RetrievalInproceedings Konferenzbeitrag Nov-2025
13Yu, Miao ; Xu, Zhenghua ; Lukasiewicz, Thomas A general survey on medical image super-resolution via deep learningArticle Artikel Jul-2025
14Ceylan, İsmail İlkan ; Lukasiewicz, Thomas ; Malizia, Enrico ; Vaicenavičius, Andrius Explanations for query answers under existential rulesArticle Artikel Apr-2025
15Xu, Zhenghua ; Wang, Hening ; Yang, Runhe ; Yang, Yuchen ; Liu, Weipeng ; Lukasiewicz, Thomas Aggregated Mutual Learning between CNN and Transformer for semi-supervised medical image segmentationArticle Artikel 28-Feb-2025
16Xu, Zhenghua ; Xu, Wenting ; Wang, Ruizhi ; Chen, Junyang ; Qi, Chang ; Lukasiewicz, Thomas Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition PenaltyArticle Artikel Feb-2025
17Xu, Zhenghua ; Liu, Yunxin ; Xu, Gang ; Lukasiewicz, Thomas Self-Supervised Medical Image Segmentation Using Deep Reinforced Adaptive MaskingArticle Artikel Jan-2025
18Pinchetti, Luca ; Qi, Chang ; Lokshyn, Oleh ; Emde, Cornelius ; M'Charrak, Amine ; Tang, Mufeng ; Simon, Frieder ; Menzat, Bayar Ilhan ; Oliviers, Gaspard ; Bogacz, Rafal ; Lukasiewicz, Thomas ; Salvatori, Tommaso Benchmarking Predictive Coding Networks - Made SimpleInproceedings Konferenzbeitrag 2025
19Emde, Cornelius ; Pinto, Francesco ; Lukasiewicz, Thomas ; Torr, Philip ; Bibi, Adel Towards Certification of Uncertainty Calibration under AdversarialAttacksInproceedings Konferenzbeitrag 2025
20Emde, Cornelius ; Paren, Alasdair James ; Arvind, Preetham ; Kayser, Maxime Guillaume ; Rainforth, Tom ; Lukasiewicz, Thomas ; Torr, Philip ; Bibi, Adel Shh, don't say that! Domain Certification in LLMsInproceedings Konferenzbeitrag 2025
21Xu, Zhenghua ; Yang, Runhe ; Xu, Zihang ; Zhang, Shuo ; Yang, Yuchen ; Liu, Weipeng ; Xu, Weichao ; Chen, Junyang ; Lukasiewicz, Thomas ; Leung, Victor C. M. PCA: Semi-Supervised Segmentation With Patch Confidence Adversarial TrainingArticle Artikel 2025
22Kayser, Maxime ; Menzat, Bayar Ilhan ; Emde, Cornelius ; Bercean, Bogdan ; Novak, Alex ; Espinosa, Abdala ; Papiez, Bartlomiej W. ; Gaube, Susanne ; Lukasiewicz, Thomas ; Camburu, Oana-Maria Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support SettingInproceedings Konferenzbeitrag Nov-2024
23Giunchiglia, Eleonora ; Tatomir, Alex ; Stoian, Mihaela Cătălina ; Lukasiewicz, Thomas CCN⁺: A Neuro-symbolic Framework for Deep Learning with Requirements  Article Artikel Aug-2024
24Mahon, Louis ; Sha, Lei ; Lukasiewicz, Thomas Correcting Flaws in Common Disentanglement MetricsArticle Artikel Jul-2024
25Collins, Katherine M. ; Jiang, Albert Q. ; Frieder, Simon ; Wong, Lionel ; Zilka, Miri ; Bhatt, Umang ; Lukasiewicz, Thomas ; Wu, Yuhuai ; Tenenbaum, Joshua B. ; Hart, William ; Gowers, Timothy ; Li, Wenda ; Weller, Adrian ; Jamnik, Mateja Evaluating Language Models for Mathematics through InteractionsArticle Artikel Jun-2024
26Kocijan, Vid ; Jang, Myeongjun ; Lukasiewicz, Thomas Pre-training and diagnosing knowledge base completion modelsArticle Artikel Apr-2024
27Mahon, Louis ; Lukasiewicz, Thomas Hard Regularization to Prevent Deep Online Clustering Collapse without Data AugmentationInproceedings Konferenzbeitrag 24-Mar-2024
28Kocijan, Vid ; Davis, Ernest ; Lukasiewicz, Thomas ; Marcus, Gary ; Morgenstern, Leora The Defeat of the Winograd Schema Challenge (Abstract Reprint)Inproceedings Konferenzbeitrag24-Mar-2024
29Xu, Zhenghua ; Wang, Shengxin ; Xu, Gang ; Liu, Yunxin ; Yu, Miao ; Zhang, Hongwei ; Lukasiewicz, Thomas ; Gu, Junhua Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement LearningArticle Artikel Feb-2024
30Xu, Zhenghua ; Tang, Jiaqi ; Qi, Chang ; Yao, Dan ; Liu, Caihua ; Zhan, Yuefu ; Lukasiewicz, Thomas Cross-domain attention-guided generative data augmentation for medical image analysis with limited dataArticle Artikel Jan-2024
31Xu, Zhenghua ; Yu, Zhoutao ; Zhang, Hexiang ; Chen, Junyang ; Gu, Junhua ; Lukasiewicz, Thomas ; Leung, Victor C. M. PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input AttentionArticle Artikel Jan-2024
32Mahon-2024-Pattern Recognition-vor.pdf.jpgMahon, Louis ; Lukasiewicz, Thomas Minimum description length clustering to measure meaningful image complexityArticle Artikel Jan-2024
33Zhang, Jiaojiao ; Zhang, Shuo ; Shen, Xiaoqian ; Lukasiewicz, Thomas ; Xu, Zhenghua Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image SegmentationArticle Artikel Jan-2024
34Sha, Lei ; Thomas Lukasiewicz Text attribute control via closed-loop disentanglementArticle Artikel 2024
35Frieder, Simon ; Pinchetti, Luca ; Lukasiewicz, Thomas Bad Predictive Coding Activation FunctionsInproceedings Konferenzbeitrag 2024
36Tommaso Salvatori ; Song, Yuhang ; Yordanov, Yordan ; Millidge, Beren ; Sha, Lei ; Emde, Cornelius ; Xu, Zhenghua ; Bogacz, Rafal ; Thomas Lukasiewicz A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding NetworksInproceedings Konferenzbeitrag 2024
37Stoian, Mihaela Cătălina ; Tatomir, Alex ; Lukasiewicz, Thomas ; Giunchiglia, Eleonora PiShield: A NeSy Framework for Learning with RequirementsInproceedings Konferenzbeitrag 2024
38Stoian, Mihaela Cătălina ; Dyrmishi, Salijona ; Cordy, Maxime ; Lukasiewicz, Thomas ; Giunchiglia, Eleonora How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular DataInproceedings Konferenzbeitrag 2024
39Song-2024-Nature Neuroscience-vor.pdf.jpgSong, Yuhang ; Millidge, Beren ; Salvatori, Tommaso ; Lukasiewicz, Thomas ; Xu, Zhenghua ; Bogacz, Rafal Inferring neural activity before plasticity as a foundation for learning beyond backpropagationArticle Artikel 2024
40Frieder, Simon ; Olšák, Mirek ; Berner, Julius ; Lukasiewicz, Thomas The IMO Small Challenge: Not-Too-Hard Olympiad Math Datasets for LLMsInproceedings Konferenzbeitrag 2024
41Salvatori, Tommaso ; Pinchetti, Luca ; M'Charrak, Amine ; Millidge, Beren ; Lukasiewicz, Thomas Predictive Coding beyond CorrelationsInproceedings Konferenzbeitrag 2024
42Kocijan, Vid ; Davis, Ernest ; Lukasiewicz, Thomas ; Marcus, Gary ; Morgenstern, Leora The Defeat of the Winograd Schema ChallengeArticle Artikel Dec-2023
43Yu, Miao ; Guo, Miaomiao ; Zhang, Shuai ; Zhan, Yuefu ; Zhao, Mingkang ; Lukasiewicz, Thomas ; Xu, Zhenghua RIRGAN: An end-to-end lightweight multi-task learning method for brain MRI super-resolution and denoisingArticle Artikel Dec-2023
44Frieder, Simon ; Berner, Julius ; Petersen, Philipp ; Lukasiewicz, Thomas Large Language Models for MathematiciansArticle ArtikelDec-2023
45Xu, Zhenghua ; Tian, Biao ; Liu, Shijie ; Wang, Xiangtao ; Yuan, Di ; Gu, Junhua ; Chen, Junyang ; Lukasiewicz, Thomas ; Leung, Victor C. M. Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image SegmentationArticle Artikel 14-Nov-2023
46Xu, Zhenghua ; Zhang, Xudong ; Zhang, Hexiang ; Liu, Yunxin ; Zhan, Yuefu ; Lukasiewicz, Thomas EFPN: Effective medical image detection using feature pyramid fusion enhancementArticle Artikel Sep-2023
47Giunchiglia, Eleonora ; Stoian, Mihaela Cătălina ; Khan, Salman ; Cuzzolin, Fabio ; Lukasiewicz, Thomas ROAD-R: the autonomous driving dataset with logical requirementsArticle Artikel 1-May-2023
48Yuan, Di ; Xu, Zhenghua ; Tian, Biao ; Wang, Hening ; Zhan, Yuefu ; Lukasiewicz, Thomas μ-Net: Medical image segmentation using efficient and effective deep supervisionArticle Artikel 23-Apr-2023
49Tang, Mufeng ; Salvatori, Tommaso ; Millidge, Beren ; Song, Yuhang ; Lukasiewicz, Thomas ; Bogacz, Rafal Recurrent predictive coding models for associative memory employing covariance learningArticle Artikel 14-Apr-2023
50Xu, Zhenghua ; Li, Tianrun ; Liu, Yunxin ; Zhan, Yuefu ; Chen, Junyang ; Lukasiewicz, Thomas PAC-Net: Multi-pathway FPN with position attention guided connections and vertex distance IoU for 3D medical image detectionArticle Artikel 2-Feb-2023
51Li, Yikuan ; Mamouei, Mohammad ; Salimi-Khorshidi, Gholamreza ; Rao, Shishir ; Hassaine, Abdelaali ; Canoy, Dexter ; Lukasiewicz, Thomas ; Rahimi, Kazem Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health RecordsArticle Artikel Feb-2023
52Sha, Lei ; Camburu, Oana-Maria ; Lukasiewicz, Thomas Rationalizing predictions by adversarial information calibrationArticle Artikel Feb-2023
53Yuan, Di ; Liu, Yunxin ; Xu, Zhenghua ; Zhan, Yuefu ; Chen, Junyang ; Lukasiewicz, Thomas Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processingArticle Artikel Feb-2023
54Atanasova, Pepa ; Camburu, Oana-Maria ; Lioma, Christina ; Lukasiewicz, Thomas ; Simonsen, Jakob Grue ; Augenstein, Isabelle Faithfulness Tests for Natural Language ExplanationsInproceedings Konferenzbeitrag 2023
55Xu, Gang ; Wang, Shengxin ; Lukasiewicz, Thomas ; Xu, Zhenghua Adaptive-Masking Policy with Deep Reinforcement Learning for Self-Supervised Medical Image SegmentationInproceedings Konferenzbeitrag 2023
56Zhang, Hexiang ; Xu, Zhenghua ; Yao, Dan ; Zhang, Shuo ; Chen, Junyang ; Thomas Lukasiewicz Multi-Head Feature Pyramid Networks for Breast Mass DetectionInproceedings Konferenzbeitrag 2023
57Jang, Myeongjun ; Lukasiewicz, Thomas Improving Language Models’ Meaning Understanding and Consistency by Learning Conceptual Roles from DictionaryInproceedings Konferenzbeitrag 2023
58Millidge, Beren ; Song, Yuhang ; Salvatori, Tommaso ; Lukasiewicz, Thomas ; Bogacz, Rafal Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian LearningInproceedings Konferenzbeitrag 2023
59Jang, Myeongjun ; Lukasiewicz, Thomas Consistency Analysis of ChatGPTInproceedings Konferenzbeitrag 2023
60Stoian, Mihaela Cătălina ; Giunchiglia, Eleonora ; Lukasiewicz, Thomas Exploiting T-norms for Deep Learning in Autonomous DrivingInproceedings Konferenzbeitrag2023
61Xie, Zhongbin ; Lukasiewicz, Thomas An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language ModelsInproceedings Konferenzbeitrag 2023
62Millidge, Beren ; Song, Yuhang ; Salvatori, Tommaso ; Lukasiewicz, Thomas ; Bogacz, Rafal A Theoretical Framework for Inference and Learning in Predictive Coding NetworksInproceedings Konferenzbeitrag 2023
63Zhongbin, Xie ; Kocijan, Vid ; Lukasiewicz, Thomas ; Camburu, Oana-Maria Counter−GAP: Counterfactual Bias Evaluation through Gendered Ambiguous PronounsInproceedings Konferenzbeitrag 2023
64Jang, Myeongjun ; Majumder, Bodhisattwa Prasad ; McAuley, Julian ; Lukasiewicz, Thomas ; Camburu, Oana-Maria KNOW How to Make Up Your Mind! Adversarially Detecting and Remedying Inconsistencies in Natural Language ExplanationsInproceedings Konferenzbeitrag 2023
65Frieder, Simon ; Pinchetti, Luca ; Chevalier, Alexis ; Griffiths, Ryan-Rhys ; Salvatori, Tommaso ; Lukasiewicz, Thomas ; Petersen, Philipp ; Berner, Julius Mathematical Capabilities of ChatGPTInproceedings Konferenzbeitrag 2023
66Wang, Jianfeng ; Massiceti, Daniela ; Hu, Xiaolin ; Pavlovic, Vladimir ; Lukasiewicz, Thomas NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic SegmentationInproceedings Konferenzbeitrag 2023
67Wang, Xiangtao ; Wang, Ruizhi ; Tian, Biao ; Zhang, Jiaojiao ; Zhang, Shuo ; Chen, Junyang ; Lukasiewicz, Thomas ; Xu, Zhenghua MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image SegmentationInproceedings Konferenzbeitrag 2023
68Wang, Ruizhi ; Wang, Xiangtao ; Xu, Zhenghua ; Xu, Wenting ; Chen, Junyang ; Lukasiewicz, Thomas MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report GenerationInproceedings Konferenzbeitrag 2023
69Mahon, Louis ; Lukasiewicz, Thomas Efficient Deep Clustering of Human Activities and How to Improve EvaluationInproceedings Konferenzbeitrag 2023
70Lukasiewicz, Thomas ; Malizia, Enrico ; Molinaro, Cristian Complexity of Inconsistency-Tolerant Query Answering in Datalog+/- under Preferred RepairsInproceedings Konferenzbeitrag 2023
71Salvatori, Tommaso ; Millidge, Beren ; Song, Yuhang ; Bogacz, Rafal ; Lukasiewicz, Thomas Associative Memories in the Feature SpaceInproceedings Konferenzbeitrag 2023
72Jang, Myeongjun ; Kwon, Deuk Sin ; Lukasiewicz, Thomas BECEL: Benchmark for Consistency Evaluation of Language ModelsInproceedings KonferenzbeitragOct-2022
73Li, Bowen ; Torr, Philip H. S. ; Lukasiewicz, Thomas Clustering Generative Adversarial Networks for Story VisualizationInproceedings Konferenzbeitrag Oct-2022
74Kayser, Maxime ; Emde, Cornelius ; Camburu, Oana-Maria ; Parsons, Guy ; Papiez, Bartlomiej ; Lukasiewicz, Thomas Explaining Chest X-Ray Pathologies in Natural LanguageInproceedings Konferenzbeitrag16-Sep-2022
75Jang, Myeongjun ; Thomas Lukasiewicz NoiER: An Approach for Training more Reliable Fine-Tuned Downstream Task ModelsArticle Artikel 22-Jul-2022
76Jang, Myeongjun ; Mtumbuka, Frank ; Lukasiewicz, Thomas Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text CorrespondenceInproceedings Konferenzbeitrag 2022
77Lukasiewicz, Thomas ; Malizia, Enrico ; Molinaro, Cristian Explanations for Negative Query Answers under Inconsistency-Tolerant SemanticsInproceedings Konferenzbeitrag2022
78Frieder, Simon ; Lukasiewicz, Thomas (Non-)Convergence Results for Predictive Coding NetworksInproceedings Konferenzbeitrag 2022
79Millidge, Beren ; Salvatori, Tommaso ; Song, Yuhang ; Bogacz, Rafal ; Lukasiewicz, Thomas Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?Inproceedings Konferenzbeitrag2022
80Salvatori, Tommaso ; Pinchetti, Luca ; Millidge, Beren ; Song, Yuhang ; Bao, Tianyi ; Bogacz, Rafal ; Lukasiewicz, Thomas Learning on Arbitrary Graph Topologies via Predictive CodingInproceedings Konferenzbeitrag 2022
81Li, Bowen ; Torr, Philip H. S. ; Lukasiewicz, Thomas Image-to-Image Translation with Text GuidanceInproceedings Konferenzbeitrag2022
82Majumder, Bodhisattwa Prasad ; Camburu, Oana-Maria ; Lukasiewicz, Thomas ; McAuley, Julian Knowledge-Grounded Self-Rationalization via Extractive and Natural Language ExplanationsInproceedings Konferenzbeitrag 2022
83Giunchiglia, Eleonora ; Stoian, Mihaela Cătălina ; Lukasiewicz, Thomas Deep Learning with Logical ConstraintsInproceedings Konferenzbeitrag2022
84Mtumbuka-2022-Syntactically Rich Discriminative Training An Effective Met...-vor.pdf.jpgMtumbuka, Frank ; Lukasiewicz, Thomas Syntactically Rich Discriminative Training: An Effective Method for Open Information ExtractionInproceedings Konferenzbeitrag 2022
85Li-2022-Learning to Model Multimodal Semantic Alignment for Story Visuali...-vor.pdf.jpgLi, Bowen ; Lukasiewicz, Thomas Learning to Model Multimodal Semantic Alignment for Story VisualizationInproceedings Konferenzbeitrag 2022
86Wang, Jianfeng ; Lukasiewicz, Thomas ; Massiceti, Daniela ; Hu, Xiaolin ; Pavlovic, Vladimir ; Neophytou, Alexandros NP-Match: When Neural Processes meet Semi-Supervised LearningInproceedings Konferenzbeitrag 2022
87Millidge, Beren ; Salvatori, Tommaso ; Song, Yuhang ; Lukasiewicz, Thomas ; Bogacz, Rafal Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory ModelsInproceedings Konferenzbeitrag 2022
88Li, Bowen ; Torr, Philip H. S. ; Lukasiewicz, Thomas Memory-Driven Text-to-Image GenerationInproceedings Konferenzbeitrag2022
89Yordanov, Yordan ; Kocijan, Vid ; Lukasiewicz, Thomas ; Camburu, Oana-Maria Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant SetupInproceedings Konferenzbeitrag2022
90Pinchetti, Luca ; Salvatori, Tommaso ; Yordanov, Yordan ; Millidge, Beren ; Song, Yuhang ; Lukasiewicz, Thomas Predictive Coding beyond Gaussian DistributionsInproceedings Konferenzbeitrag2022