Felix A. Gers - RankMe

50 papers A* 1A 4B 5C 3Journal 23Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models. EACL (Volume 1: Long Papers) Paul Grundmann, Jan Frick, Dennis Fast, Thomas Steffek, Felix A. Gers, Wolfgang Nejdl, Alexander Löser
2026	J	`jnl`	Robust Conformal Prediction for Infrequent Classes. Trans. Mach. Learn. Res. Jens-Michalis Papaioannou, Sebastian Jäger, Alexei Figueroa, David Stutz, Betty van Aken, Keno K. Bressem, Wolfgang Nejdl, Felix A. Gers, Alexander Löser, Felix Biessmann
2025	A	`conf`	"Where does it hurt?" - Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues. ECAI Tom Röhr, Soumyadeep Roy, Fares Al Mohamad, Jens-Michalis Papaioannou, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2025	J	`jnl`	"Where does it hurt?" - Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues. CoRR Tom Roehr, Soumyadeep Roy, Fares Al Mohamad, Jens-Michalis Papaioannou, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2025	J	`jnl`	CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models. CoRR Paul Grundmann, Dennis Fast, Jan Frick, Thomas Steffek, Felix A. Gers, Wolfgang Nejdl, Alexander Löser
2025	J	`jnl`	Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation. CoRR Justus Westerhoff, Golzar Atefi, Mario Koddenbrock, Alexei Figueroa, Alexander Löser, Erik Rodner, Felix A. Gers
2024	—	`conf`	Boosting Long-Tail Data Classification with Sparse Prototypical Networks. ECML/PKDD (7) Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Alexandra Bekiaridou, Keno K. Bressem, Stavros Zanos, Felix A. Gers, Wolfgang Nejdl, Alexander Löser
2022	B	`conf`	Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction. COLING Paul Grundmann, Tom Oberhauser, Felix A. Gers, Alexander Löser
2022	B	`conf`	Cross-Lingual Knowledge Transfer for Clinical Phenotyping. LREC Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2022	J	`jnl`	Cross-Lingual Knowledge Transfer for Clinical Phenotyping. CoRR Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2022	—	`conf`	This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. AACL/IJCNLP (1) Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2022	J	`jnl`	This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. CoRR Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2021	—	`conf`	Aspect-Based Passage Retrieval with Contextualized Discourse Vectors. ECIR (2) Jens-Michalis Papaioannou, Manuel Mayrdorfer, Sebastian Arnold, Felix A. Gers, Klemens Budde, Alexander Löser
2021	A	`conf`	Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. EACL Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2021	J	`jnl`	Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. CoRR Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2020	B	`conf`	Is Language Modeling Enough? Evaluating Effective Embedding Combinations. LREC Rudolf Schneider, Tom Oberhauser, Paul Grundmann, Felix A. Gers, Alexander Löser, Steffen Staab
2020	A*	`conf`	Learning Contextualized Document Representations for Healthcare Answer Retrieval. WWW Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser
2020	J	`jnl`	Learning Contextualized Document Representations for Healthcare Answer Retrieval. CoRR Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser
2020	—	`conf`	VisBERT: Hidden-State Visualizations for Transformers. WWW (Companion Volume) Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2020	J	`jnl`	VisBERT: Hidden-State Visualizations for Transformers. CoRR Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2019	J	`jnl`	How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations. CoRR Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2019	A	`conf`	How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations. CIKM Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2019	—	`conf`	IDEL: In-Database Neural Entity Linking. BigComp Torsten Kilias, Alexander Löser, Felix A. Gers, Ying Zhang, Richard Koopmanschap, Martin L. Kersten
2019	J	`jnl`	SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. CoRR Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser
2019	J	`jnl`	SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. Trans. Assoc. Comput. Linguistics Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser
2018	J	`jnl`	Crowd-Labeling Fashion Reviews with Quality Control. CoRR Iurii Chernushenko, Felix A. Gers, Alexander Löser, Alessandro Checco
2018	J	`jnl`	IDEL: In-Database Entity Linking with Neural Embeddings. CoRR Torsten Kilias, Alexander Löser, Felix A. Gers, Richard Koopmanschap, Ying Zhang, Martin L. Kersten
2017	J	`jnl`	Analysing Errors of Open Information Extraction Systems. CoRR Rudolf Schneider, Tom Oberhauser, Tobias Klatt, Felix A. Gers, Alexander Löser
2017	—	`conf`	RelVis: Benchmarking OpenIE Systems. ISWC (Posters, Demos & Industry Tracks) Rudolf Schneider, Tom Oberhauser, Tobias Klatt, Felix A. Gers, Alexander Löser
2016	J	`jnl`	Robust Named Entity Recognition in Idiosyncratic Domains. CoRR Sebastian Arnold, Felix A. Gers, Torsten Kilias, Alexander Löser
2003	J	`jnl`	Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets. Neural Networks Juan Antonio Pérez-Ortiz, Felix A. Gers, Douglas Eck, Jürgen Schmidhuber
2002	B	`conf`	DEKF-LSTM. ESANN Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber
2002	C	`conf`	Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters. ICANN Juan Antonio Pérez-Ortiz, Jürgen Schmidhuber, Felix A. Gers, Douglas Eck
2002	C	`conf`	Learning Context Sensitive Languages with LSTM Trained with Kalman Filters. ICANN Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber
2002	J	`jnl`	Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM. Neural Comput. Jürgen Schmidhuber, Felix A. Gers, Douglas Eck
2002	J	`jnl`	Learning Precise Timing with LSTM Recurrent Networks. J. Mach. Learn. Res. Felix A. Gers, Nicol N. Schraudolph, Jürgen Schmidhuber
2001	—	`conf`	Applying LSTM to Time Series Predictable Through Time-Window Approaches. WIRN Felix A. Gers, Douglas Eck, Jürgen Schmidhuber
2001	C	`conf`	Applying LSTM to Time Series Predictable through Time-Window Approaches. ICANN Felix A. Gers, Douglas Eck, Jürgen Schmidhuber
2001	J	`jnl`	LSTM recurrent networks learn simple context-free and context-sensitive languages. IEEE Trans. Neural Networks Felix A. Gers, Jürgen Schmidhuber
2000	J	`jnl`	Building an artificial brain using an FPGA based CAM-Brain Machine. Appl. Math. Comput. Hugo de Garis, Michael Korkin, Felix A. Gers, Norberto Eiji Nawa, Michael Hough
2000	J	`jnl`	Learning to Forget: Continual Prediction with LSTM. Neural Comput. Felix A. Gers, Jürgen Schmidhuber, Fred A. Cummins
2000	—	`conf`	Neural Processing of Complex Continual Input Streams. IJCNN (4) Felix A. Gers, Jürgen Schmidhuber
2000	—	`conf`	Recurrent Nets that Time and Count. IJCNN (3) Felix A. Gers, Jürgen Schmidhuber
1999	A	`conf`	ATR's Artificial Brain ("CAM-Brain") Project: A Sample of What Individual "CoDi-1Bit" Model Evolved Neural Net Modules Can Do with Digital and Analog I/O. GECCO Hugo de Garis, Andrzej Buller, Michael Korkin, Felix A. Gers, Norberto Eiji Nawa, Michael Hough
1999	—	`conf`	ATR's Artificial Brain ("Cam-Brain") Project a Sample of what Individual "CoDi-1Bit" Model Evolved Neural Net Modules can do with Digital and Analog I/O. Evolvable Hardware Hugo de Garis, Norberto Eiji Nawa, Andrzej Buller, Michael Korkin, Felix A. Gers, Michael Hough
1999	B	`conf`	ATR's artificial brain (CAM-brain) project: a sample of what individual CoDi-1Bit model evolved neural net modules can do. CEC Hugo de Garis, Michael Korkin, Felix A. Gers, Michael Hough
1999	—	`conf`	Language identification from prosody without explicit features. EUROSPEECH Fred A. Cummins, Felix A. Gers, Jürgen Schmidhuber
1998	J	`jnl`	"CAM-brain" ATR's billion neuron artificial brain project: A three-year progress report. Artif. Life Robotics Hugo de Garis, Norberto Eiji Nawa, Felix A. Gers, Michael Korkin, Arvin Agah
1997	—	`conf`	CoDi-1Bit: A Simplified Cellular Automata Based Neuron Model. Artificial Evolution Felix A. Gers, Hugo de Garis, Michael Korkin
1996	—	`conf`	CAM-Brain: A New Model for ATR's Cellular Automata Based Artificial Brain Project. ICES Felix A. Gers, Hugo de Garis