| 2025 | ESANN | JEPA for RL: Investigating Joint-Embedding Predictive Architectures for Reinforcement Learning. | Tristan Kenneweg, Philip Kenneweg, Barbara Hammer |
| 2025 | ISVC | Uncertainty-Aware Remaining Lifespan Prediction from Images. | Tristan Kenneweg, Philip Kenneweg, Barbara Hammer |
| 2024 | IJCNN | No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation. | Philip Kenneweg, Tristan Kenneweg, Fabian Fumagalli, Barbara Hammer |
| 2023 | ICPRAM | Debiasing Sentence Embedders Through Contrastive Word Pairs. | Philip Kenneweg, Sarah Schrder, Alexander Schulz, Barbara Hammer |
| 2023 | ICPRAM | So Can We Use Intrinsic Bias Measures or Not? | Sarah Schrder, Alexander Schulz, Philip Kenneweg, Barbara Hammer |
| 2023 | IJCNN | Faster Convergence for Transformer Fine-tuning with Line Search Methods. | Philip Kenneweg, Leonardo Galli, Tristan Kenneweg, Barbara Hammer |
| 2022 | ESANN | Neural Architecture Search for Sentence Classification with BERT. | Philip Kenneweg, Sarah Schrder, Barbara Hammer |
| 2022 | IDEAL | Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers. | Philip Kenneweg, Alexander Schulz, Sarah Schrder, Barbara Hammer |