Sebastian Stabinger

37 papers A 3B 3C 2Journal 24Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ATA: A Neuro-Symbolic Approach to Implement Autonomous and Trustworthy Agents. CoRR David Peer, Sebastian Stabinger
2024	J	`jnl`	ANLS* - A Universal Document Processing Metric for Generative Large Language Models. CoRR David Peer, Philemon Schöpf, Volckmar Nebendahl, Alexander Rietzler, Sebastian Stabinger
2022	C	`conf`	Evaluating Attention in Convolutional Neural Networks for Blended Images. IPAS Andrea Portscher, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Greedy-layer pruning: Speeding up transformer models for natural language processing. Pattern Recognit. Lett. David Peer, Sebastian Stabinger, Stefan Engl, Antonio Jose Rodríguez-Sánchez
2022	C	`conf`	Improving 3D Point Cloud Reconstruction with Dynamic Tree-Structured Capsules. IPAS Chris Engelhardt, Jakob Mittelberger, David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization. CoRR David Peer, Bart Keulen, Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization. Trans. Mach. Learn. Res. David Peer, Bart Keulen, Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2021	B	`conf`	Adversarial Examples Against a BERT ABSA Model - Fooling Bert With L33T, Misspellign, and Punctuation, . ARES Nora Hofer, Pascal Schöttle, Alexander Rietzler, Sebastian Stabinger
2021	J	`jnl`	Arguments for the Unsuitability of Convolutional Neural Networks for Non-Local Tasks. CoRR Sebastian Stabinger, David Peer, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Arguments for the unsuitability of convolutional neural networks for non-local tasks. Neural Networks Sebastian Stabinger, David Peer, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Auto-tuning of Deep Neural Networks by Conflicting Layer Removal. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Classification of Tennis Shots with a Neural Network Approach. Sensors Andreas Ganser, Bernhard Hollaus, Sebastian Stabinger
2021	A	`conf`	Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks. WACV David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Greedy Layer Pruning: Decreasing Inference Time of Transformer Models. CoRR David Peer, Sebastian Stabinger, Stefan Engl, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Limitation of capsule networks. Pattern Recognit. Lett. David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	conflicting_bundle.py - A python module to identify problematic layers in deep neural networks. Softw. Impacts David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2020	B	`conf`	Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification. LREC Alexander Rietzler, Sebastian Stabinger, Paul Opitz, Stefan Engl
2020	J	`jnl`	Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2020	J	`jnl`	Evaluating the Progress of Deep Learning for Visual Relational Concepts. CoRR Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2020	J	`jnl`	Using Wearable Sensors and a Convolutional Neural Network for Catch Detection in American Football. Sensors Bernhard Hollaus, Sebastian Stabinger, Andreas H. Mehrle, Christian Raschner
2019	J	`jnl`	Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification. CoRR Alexander Rietzler, Sebastian Stabinger, Paul Opitz, Stefan Engl
2019	—	`conf`	Evaluating CNNs on the Gestalt Principle of Closure. ICANN (1) Gregor Ehrensperger, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2019	J	`jnl`	Evaluating CNNs on the Gestalt Principle of Closure. CoRR Gregor Ehrensperger, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2019	J	`jnl`	Limitations of routing-by-agreement based capsule networks. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2018	J	`jnl`	Training Deep Capsule Networks. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2017	—	`conf`	A deep learning approach for detecting and correcting highlights in endoscopic images. IPTA Antonio Jose Rodríguez-Sánchez, Daly Chea, George Azzopardi, Sebastian Stabinger
2017	J	`jnl`	Autonomous Skill-centric Testing using Deep Learning. CoRR Simon Hangl, Sebastian Stabinger, Justus H. Piater
2017	A	`conf`	Autonomous skill-centric testing using deep learning. IROS Simon Hangl, Sebastian Stabinger, Justus H. Piater
2017	—	`conf`	Evaluation of Deep Learning on an Abstract Image Classification Dataset. ICCV Workshops Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2017	J	`jnl`	Evaluation of Deep Learning on an Abstract Image Classification Dataset. CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2017	J	`jnl`	Guided Labeling using Convolutional Neural Networks. CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2016	—	`conf`	25 Years of CNNs: Can We Compare to Human Abstraction Capabilities? ICANN (2) Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2016	J	`jnl`	25 years of CNNs: Can we compare to human abstraction capabilities? CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2016	J	`jnl`	Learning Abstract Classes using Deep Learning. CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2016	A	`conf`	Monocular obstacle avoidance for blind people using probabilistic focus of expansion estimation. WACV Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2015	—	`conf`	Learning Abstract Classes using Deep Learning. BICT Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2015	B	`conf`	The Effects of Social Gaze in Human-Robot Collaborative Assembly. ICSR Kerstin Fischer, Lars Christian Jensen, Franziska Kirstein, Sebastian Stabinger, Özgür Erkent, Dadhichi Shukla, Justus H. Piater