All publications sorted by journal and type
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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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ACM Conference on Computer and Communications Security (CCS) (2021)
| Locally Private Graph Neural Networks, and , in: ACM Conference on Computer and Communications Security (CCS), 2021 |
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Proceedings of Building Simulation 2021 (2021)
| Machine learning techniques for the daylight and electric lighting performance predictions, , and , in: Proceedings of Building Simulation 2021, 2021 |
11th SESAR Innovation Days (2021)
| Measuring Speech Recognition And Understanding Performance in Air Traffic Control Domain Beyond Word Error Rates, , , , , , , , and , in: 11th SESAR Innovation Days, 2021 |
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Proceedings of Interspeech (2021)
| Modeling Dialectal Variation for Swiss German Automatic Speech Recognition, , and , in: Proceedings of Interspeech, 2021 |
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Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021)
| Multi-Adversarial Learning for Cross-Lingual Word Embeddings, , and , in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, pages 463-472, 2021 |
Proceedings of Interspeech 2021 (2021)
| Multi-task Neural Network for Robust Multiple Speaker Embedding Extraction, , and , in: Proceedings of Interspeech 2021, 2021 |
European Signal Processing Conference, EUSIPCO 2021 (2021)
| Multi-task Single Channel Speech Enhancement Using Speech Presence Probability As A Secondary Task Training Target, , and , in: European Signal Processing Conference, EUSIPCO 2021, 2021 |
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Proceedings of the First Workshop on Multimodal Machine Translation for Low Resource Languages (MMTLRL 2021) (2021)
| Multimodal Neural Machine Translation System for English to Bengali, , , , , , and , in: Proceedings of the First Workshop on Multimodal Machine Translation for Low Resource Languages (MMTLRL 2021), Online (Virtual Mode), pages 31--39, INCOMA Ltd., 2021 |
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Proceedings of Interspeech 2021 (2021)
| Multitask adaptation with Lattice-Free MMI for multi-genre speech recognition of low resource languages, , and , in: Proceedings of Interspeech 2021, 2021 |
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18th Extended Semantic Web Conference (ESWC) (2021)
| Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes, , , and , in: 18th Extended Semantic Web Conference (ESWC), 2021 |
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Proceedings of the 8th Workshop on Asian Translation (WAT2021) (2021)
| NLPHut's Participation at WAT2021, , , , , , , and , in: Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 146--154, Association for Computational Linguistics, 2021 |
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Proceedings of Interspeech (2021)
| On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease, , , , and , in: Proceedings of Interspeech, 2021 |
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International Joint Conference on Biometrics (IJCB 2021) (2021)
| On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing, and , in: International Joint Conference on Biometrics (IJCB 2021), 2021 |
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Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (2021)
| On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning, , , and , in: Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021 |
Proceedings of the 13th IEEE International Workshop on Information Forensics and Security (WIFS) (2021)
| On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models, , and , in: Proceedings of the 13th IEEE International Workshop on Information Forensics and Security (WIFS), Montpellier, France, IEEE, 2021 |
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Proc. of ICASSP (2021)
| On The Relationship Between Speech-based Breathing Signal Prediction Evaluation Measures And Breathing Parameters Estimation, , , , and , in: Proc. of ICASSP, 2021 |
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