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| | Preview | Author(s) | Title | Type | Issue Date |
| 1 | | Xu, Zhenghua ; Wang, Hening ; Yang, Runhe ; Yang, Yuchen ; Liu, Weipeng ; Lukasiewicz, Thomas | Aggregated Mutual Learning between CNN and Transformer for semi-supervised medical image segmentation | Article Artikel  | 28-Feb-2025 |
| 2 | | Xu, Zhenghua ; Xu, Wenting ; Wang, Ruizhi ; Chen, Junyang ; Qi, Chang ; Lukasiewicz, Thomas | Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty | Article Artikel | Feb-2025 |
| 3 | | Xu, Zhenghua ; Liu, Yunxin ; Xu, Gang ; Lukasiewicz, Thomas | Self-Supervised Medical Image Segmentation Using Deep Reinforced Adaptive Masking | Article Artikel | Jan-2025 |
| 4 | | Kayser, 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 Setting | Inproceedings Konferenzbeitrag | Nov-2024 |
| 5 | | Giunchiglia, Eleonora ; Tatomir, Alex ; Stoian, Mihaela Cătălina ; Lukasiewicz, Thomas | CCN⁺: A Neuro-symbolic Framework for Deep Learning with Requirements | Article Artikel | Aug-2024 |
| 6 | | Mahon, Louis ; Sha, Lei ; Lukasiewicz, Thomas | Correcting Flaws in Common Disentanglement Metrics | Article Artikel | Jul-2024 |
| 7 | | Collins, 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 Interactions | Article Artikel | Jun-2024 |
| 8 | | Kocijan, Vid ; Jang, Myeongjun ; Lukasiewicz, Thomas | Pre-training and diagnosing knowledge base completion models | Article Artikel | Apr-2024 |
| 9 | | Mahon, Louis ; Lukasiewicz, Thomas | Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation | Inproceedings Konferenzbeitrag | 24-Mar-2024 |
| 10 | | Xu, 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 Learning | Article Artikel | Feb-2024 |
| 11 | | Xu, 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 data | Article Artikel | Jan-2024 |
| 12 | | Zhang, Jiaojiao ; Zhang, Shuo ; Shen, Xiaoqian ; Lukasiewicz, Thomas ; Xu, Zhenghua | Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image Segmentation | Article Artikel | Jan-2024 |
| 13 | | Xu, 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 Attention | Article Artikel | Jan-2024 |
| 14 |  | Mahon, Louis ; Lukasiewicz, Thomas | Minimum description length clustering to measure meaningful image complexity | Article Artikel   | Jan-2024 |
| 15 | | Stoian, Mihaela Cătălina ; Tatomir, Alex ; Lukasiewicz, Thomas ; Giunchiglia, Eleonora | PiShield: A NeSy Framework for Learning with Requirements | Inproceedings Konferenzbeitrag | 2024 |
| 16 |  | Song, Yuhang ; Millidge, Beren ; Salvatori, Tommaso ; Lukasiewicz, Thomas ; Xu, Zhenghua ; Bogacz, Rafal | Inferring neural activity before plasticity as a foundation for learning beyond backpropagation | Article Artikel | 2024 |
| 17 | | Salvatori, Tommaso ; Pinchetti, Luca ; M'Charrak, Amine ; Millidge, Beren ; Lukasiewicz, Thomas | Predictive Coding beyond Correlations | Inproceedings Konferenzbeitrag | 2024 |
| 18 | | Stoian, Mihaela Cătălina ; Dyrmishi, Salijona ; Cordy, Maxime ; Lukasiewicz, Thomas ; Giunchiglia, Eleonora | How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data | Inproceedings Konferenzbeitrag | 2024 |
| 19 | | Sha, Lei ; Thomas Lukasiewicz | Text attribute control via closed-loop disentanglement | Article Artikel | 2024 |
| 20 | | Tommaso 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 Networks | Inproceedings Konferenzbeitrag | 2024 |
