All publications
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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 |
| 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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| Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, and , in: Transactions of the Association for Computational Linguistics (2021), 9:18, 2021 |
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| Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation, and , Idiap-RR-21-2021 |
| ParsiNLU: A Suite of Language Understanding Challenges for Persian, , , , , , , , , , , , , , , , , , , , , and , in: TACL, 2021 |
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| Compacter: Efficient Low-Rank Hypercomplex Adapter Layers, , and , in: NeurIPS, 2021 |
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| Fairness in Biometrics: a figure of merit to assess biometric verification systems, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
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| What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP, , , and , in: EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021 |
| Longitudinal characterisation of haematological and biochemical parameters in cancer patients prior to and during COVID-19 reveals features associated with outcome, , , and , in: ESMO Open, 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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| Number and quality of diagrams in scholarly publications is associated with number of citations, , and , in: Diagrams, 2021 |
| Structuralist analysis for neural network system diagrams, , and , in: Diagrams, 2021 |
| Scholarly AI system diagrams as an access point to mental models, , and , in: Diagrams, 2021 |
| Similarity-Based Equational Inference in Physics, and , in: Physics Review Research, 2021 |
| Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, and , in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021 |
| Readback Error Detection by Automatic Speech Recognition to Increase ATM Safety, , , , , , , , , , , , , and , in: Fourteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2021), The United States Federal Aviation Administration (FAA), EUROCONTROL, pages 10, 2021 |
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| 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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| 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 |
| Automated and unbiased discrimination of ALS from control tissue at single cell resolution, , , , , , , , and , in: Brain Pathology, 2021 |
| Cytoplasmic cleavage of IMPA1 3' UTR is necessary for maintaining axon integrity, , , , , , , , , , and , in: Cell Reports, 2021 |
| Aberrant cytoplasmic intron retention is a blueprint for RNA binding protein mislocalization in VCP-related amyotrophic lateral sclerosis, , , , , , , , and , in: Brain, 2021 |
| Image-based deep learning reveals the responses of human motor neurons to stress and VCP-related ALS, , , and , in: Neuropathology and Applied Neurobiology, 2021 |
| Bilateral Teleoperation with Object-Adaptive Mapping, , , , and , in: Complex & Intelligent Systems, 2021 |
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| Motion Mappings for Continuous Bilateral Teleoperation, , , , , and , in: IEEE Robotics and Automation Letters, 6(3):5048-5055, 2021 |
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| Sequential Robot Imitation Learning from Observations, , , , and , in: International Journal of Robotics Research (IJRR), 2021 |
| Tensor-variate mixture of experts for proportional myographic control of a robotic hand, , and , in: Robotics and Autonomous Systems, 142:103812, 2021 |
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| Editorial: Artificial Intelligence and Human Movement in Industries and Creation, , , , and , in: Frontiers in Robotics and AI, 8:712521, 2021 |
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| Towards an Engagement-Aware Attentive Artificial Listener for Multi-Party Interactions, , , , , and , in: Frontiers in Robotics and AI, 8:189, 2021 |
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| 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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| Automatic Dialect Detection for Low Resource Santali Language, , , , , and , in: Proceeding of International Conference on Information Technology (OCIT), 2021 |
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| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , in: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, pages 218–223, Association for Computational Linguistics, 2021 |
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| Unshuffling data for improved generalization in visual question answering, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
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| 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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| 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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| Test time Adaptation through Perturbation Robustness, and , in: Workshop on Distribution Shifts, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021 |
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| Sentence-level Planning for Especially Abstractive Summarization, and , in: Proceedings of the Third Workshop on New Frontiers in Summarization, pages 1--14, Association for Computational Linguistics, 2021 |
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| Perspectives and limitations of visible-thermal image pair synthesis via generative adversarial networks, , , , and , in: Security + Defence, Target and Background Signatures VII, Proc. of SPIE, online only, pages 1186509-1--1186509-8, SPIE, 2021 |
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| Zurich Like New: Analyzing Open Urban Multimodal Data, , and , in: Proceedings of the 1st International Workshop on Multimedia Computing for Urban Data, 2021 |
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| Professional YouTubers’ health videos as research material: Formulating a multi-method design in health psychology, , , , and , in: Methods in Psychology, Special Issue on Innovations in Qualitative Research, 5, 2021 |
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| A Sensor-Driven Visit Detection System in Older Adults’ Homes: Towards Digital Late-Life Depression Marker Extraction, , , , , , , , , , and , in: IEEE Journal of Biomedical And Health Informatics, 26(4):1560-1569, 2021 |
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| 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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| Open-Set Speaker Identification pipeline in live criminal investigations, and , in: 1st ISCA Symposium on Security and Privacy in Speech Communication, 2021 |
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| ROXSD: a Simulated Dataset of Communication in Organized Crime, , , , and , in: 1st ISCA Symposium on Security and Privacy in Speech Communication, 2021 |
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| Extreme Learning Machines with feature selection using GA for effective prediction of fetal heart disease: A Novel Approach, , , and , in: Informatica, 45(3), 2021 |
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| Optimization of robot configurations for motion planning in industrial riveting, , , and , in: Proc. IEEE Intl Conf. on Advanced Robotics (ICAR), 2021 |
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| Optimal Control Combining Emulation and Imitation to Acquire Physical Assistance Skills, , and , in: Proc. IEEE Intl Conf. on Advanced Robotics (ICAR), 2021 |
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| 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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| Machine learning techniques for the daylight and electric lighting performance predictions, , and , in: Proceedings of Building Simulation 2021, 2021 |
| Trajectory Prediction with Compressed 3D Environment Representation using Tensor Train Decomposition, , , and , in: International Conference on Advanced Robotics, 2021 |
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| 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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