All publications sorted by journal and type
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13th International Conference on the Theory and Application of Diagrams (2022)
| Why Scholars Are Diagramming Neural Network Models, , and , in: 13th International Conference on the Theory and Application of Diagrams, 2022 |
EAI Pervasive Health (2022)
| Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers, , and , in: EAI Pervasive Health, 2022 |
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Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing (2021)
| A Bayesian Interpretation of the Light Gated Recurrent Unit, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
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Proceedings of SWC 2021: ISES Solar World Congress (2021)
| A Comparative Study Of Simulation Tools To Model The Solar Irradiation On Building Façades, , , , , , , , , , , , , , , and , in: Proceedings of SWC 2021: ISES Solar World Congress, ISES, 2021 |
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2021 IEEE International Conference on Acoustics, Speech and Signal Processing (2021)
| A COMPARISON OF METHODS FOR OOV-WORD RECOGNITION ON A NEW PUBLIC DATASET, , and , in: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, Toronto, Ontario, Canada, 2021 |
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IEEE International Conference on Robotics and Automation (2021)
| A Laser-based Dual-arm System for Precise Control of Collaborative Robots, , and , in: IEEE International Conference on Robotics and Automation, 2021 |
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Journal of Physics: Conference Series (2021)
| A machine-learning model for the prediction of aggregated building heating demand from pan-European land-use maps, , and , in: Journal of Physics: Conference Series, 2021 |
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Proc. of Workshop on Emerging paradigms for robotic manipulation: from the lab to the productive world, ICRA (2021)
| An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing, , and , in: Proc. of Workshop on Emerging paradigms for robotic manipulation: from the lab to the productive world, ICRA, 2021 |
IEEE/RSJ International Conference on Intelligent Robots and Systems (2021)
| An Efficient Image-to-Image Translation HourGlass-based Architecture for Object Pushing Policy Learning, , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021 |
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IEEE Automatic Speech Recognition and Understanding Workshop (2021)
| An Evaluation Benchmark for Automatic Speech Recognition of German-English Code-Switching, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2021 |
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Proceedings of ITG Conference on Speech Communication (2021)
| An Objective Evaluation Framework for Pathological Speech Synthesis, , , , , and , in: Proceedings of ITG Conference on Speech Communication, 2021 |
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Proceedings of the 2021 International Conference on Multimodal Interaction (2021)
| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , in: Proceedings of the 2021 International Conference on Multimodal Interaction, ACM, 2021 |
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2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC) (2021)
| Automated Interpretation of Air Traffic Control Communication: The Journey from Spoken Words to a Deeper Understanding of the Meaning, , , , , , , and , in: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), San Antonio, TX, USA, pages 1-9, IEEE, 2021 |
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IEEE International Conference on Acoustics, Speech and Signal Processing (2021)
| Automatic and perceptual discrimination between dysarthria, apraxia of speech, and neurotypical speech, , , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
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Proceeding of International Conference on Information Technology (OCIT) (2021)
| Automatic Dialect Detection for Low Resource Santali Language, , , , , and , in: Proceeding of International Conference on Information Technology (OCIT), 2021 |
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45th International Conference on Acoustics, Speech, and Signal Processing (2021)
| AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Toronto, Canada, pages 7328–7332, 2021 |
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Proceedings of 9th OpenSky Symposium 2020 (2021)
| Automatic processing pipeline for collecting and annotating air-traffic voice communication data, , , , , , , , , and , in: Proceedings of 9th OpenSky Symposium 2020, OpenSky Network, Brussels, Belgium, pages 1-9, MDPI, 2021 |
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Proceedings of the IEEE/CVF International Conference on Computer Vision (2021)
| Beyond question-based biases: Assessing multimodal shortcut learning in visual question answering, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
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Interspeech 2021 (2021)
| Boosting of contextual information in ASR for air-traffic call-sign recognition, , , , , , , and , in: Interspeech 2021, 2021 |
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SafeAI 2021 - AAAI's Workshop on Artificial Intelligence Safety (2021)
| Challenges for Using Impact Regularizers to Avoid Negative Side Effects, , and , in: SafeAI 2021 - AAAI's Workshop on Artificial Intelligence Safety, 2021 |
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NeurIPS (2021)
| Compacter: Efficient Low-Rank Hypercomplex Adapter Layers, , and , in: NeurIPS, 2021 |
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Proceedings of Interspeech (2021)
| Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model, , and , in: Proceedings of Interspeech, 2021 |
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Interspeech 2021 (2021)
| Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems, , , , , , and , in: Interspeech 2021, 2021 |
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37th IEEE International Conference on Data Engineering (ICDE) (2021)
| Cost–effective Variational Active Entity Resolution, , , , and , in: 37th IEEE International Conference on Data Engineering (ICDE), 2021 |
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Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2021)
| Cross Modal Focal Loss for RGBD Face Anti-Spoofing, and , in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 |
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Proceedings of the 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (2021)
| Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition, and , in: Proceedings of the 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Toronto, Canada, 2021 |
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Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2021)
| DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 6039-6048, 2021 |
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XV Brazilian Congress on Computational Intelligence (2021)
| Development of a lung segmentation algorithm for analog imaged chest X-Ray: preliminary results, , , , and , in: XV Brazilian Congress on Computational Intelligence, Joinville, Brazil, 2021 |
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The 2021 Conference on Empirical Methods in Natural Language Processing (2021)
| Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, and , in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021 |
Journal of Physics: Conference Series (2021)
| District heating network modelling for future integration of solar thermal energy, , , and , in: Journal of Physics: Conference Series, pages 012089, IOP Publishing, 2021 |
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14th International Conference on Computational Semantics (2021)
| Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards, , and , in: 14th International Conference on Computational Semantics, 2021 |
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59th Annual Meeting of the Association for Computational Linguistics (Demonstration track) (2021)
| Does My Representation Capture X? Probe-Ably, , , , and , in: 59th Annual Meeting of the Association for Computational Linguistics (Demonstration track), 2021 |
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14th International Conference on Computational Semantics (2021)
| Encoding Explanatory Knowledge for Zero-shot Science Question Answering, , , and , in: 14th International Conference on Computational Semantics, 2021 |
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International Symposium on Biomedical Imaging, 2021 (2021)
| Estimating Nonplanar Flow from 2D Motion-blurred Widefield Microscopy Images via Deep Learning, and , in: International Symposium on Biomedical Imaging, 2021, 2021 |
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59th Annual Meeting of the Association for Computational Linguistics (ACL Findings) (2021)
| Explainable Inference Over Grounding-Abstract Chains for Science Questions, , and , in: 59th Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2021 |
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16th conference of the European Chapter of the Association for Computational Linguistics (EACL) (2021)
| Explainable Natural Language Reasoning via Conceptual Unification, , and , in: 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
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International Joint Conference on Biometrics (2021)
| Face Liveness Detection Competition (LivDet-Face) - 2021, , , , , , , , , and , in: International Joint Conference on Biometrics, 2021 |
2nd Multimodal Sentiment Analysis Challenge (MuSe '21), October 24, 2021, Virtual Event, China (2021)
| Fusion of Acoustic and Linguistic Information Using Supervised Autoencoder for Improved Emotion Recognition, , and , in: 2nd Multimodal Sentiment Analysis Challenge (MuSe '21), October 24, 2021, Virtual Event, China, 2021 |
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1st ISCA Symposium on Security and Privacy in Speech Communication (2021)
| Graph2Speak: Improving Speaker Identification using Network Knowledge in Criminal Conversational Data, , , and , in: 1st ISCA Symposium on Security and Privacy in Speech Communication, pages 10--13, 2021 |
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Proceedings of Interspeech (2021)
| Handling acoustic variation in dysarthric speech recognition systems through model combination, and , in: Proceedings of Interspeech, 2021 |
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| Identification of F1 and F2 in speech using modified zero frequency filtering, and , in: Proceedings of Interspeech, 2021 |
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Proceedings of the IEEE/CVF International Conference on Computer Vision (2021)
| Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
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Journal of Physics: Conference Series (2021)
| Implementation of machine learning techniques for the quasi real-time blind and electric lighting optimization in a controlled experimental facility, , , , , and , in: Journal of Physics: Conference Series, IOP Publishing, 2021 |
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Proceedings of the 25th Conference on Computational Natural Language Learning (2021)
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning, , , and , in: Proceedings of the 25th Conference on Computational Natural Language Learning, Online, pages 337-348, Association for Computational Linguistics, 2021 |
11th ISCA Speech Synthesis Workshop (2021)
| Improving Emotional TTS with an Emotion Intensity Input from Unsupervised Extraction, and , in: 11th ISCA Speech Synthesis Workshop, 2021 |
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International Workshop on Multimedia Signal Processing (2021)
| Improving Generalization of Deepfake Detection by Training for Attribution, , and , in: International Workshop on Multimedia Signal Processing, 2021 |
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ICRA workshop: "Towards Curious Robots: Modern Approaches for Intrinsically-Motivated Intelligent Behavior" (2021)
| Intrinsically-Motivated Robot Learning of Bayesian Probabilistic Movement Primitives, and , in: ICRA workshop: "Towards Curious Robots: Modern Approaches for Intrinsically-Motivated Intelligent Behavior", 2021 |
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Proceedings of Interspeech 2021 (2021)
| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , in: Proceedings of Interspeech 2021, ISCA-International Speech Communication Association 2021, 2021 |
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Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (2021)
| LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2021 |
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IEEE Automatic Speech Recognition and Understanding Workshop (2021)
| Learning to Translate Low-Resourced Swiss German Dialectal Speech into Standard German Text, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, Colombia, Cartagena, IEEE, 2021 |
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