All publications sorted by journal and type
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NeurIPS 2022 (2022)
| Efficient Training of Low-Curvature Neural Networks, , , and , in: NeurIPS 2022, 2022 |
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Proceedings of SIAM Data Mining (2022)
| Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm, , and , in: Proceedings of SIAM Data Mining, Virginia US and Virtual, 2022 |
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2022)
| Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization, , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 |
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Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (2022)
| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , in: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, 2022 |
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International Conference on Acoustics, Speech, and Signal Processing (2022)
| Experimental investigation on STFT phase Representations for deep learning-based dysarthric speech detection, and , in: International Conference on Acoustics, Speech, and Signal Processing, 2022 |
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ACM Multimedia (2022)
| Face Anthropometry Aware Audio-visual Age Verification, and , in: ACM Multimedia, 2022 |
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Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP) (2022)
| Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network, , and , in: Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, IEEE, 2022 |
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International Conference on Pattern Recognition Workshops (2022)
| Fairness Index Measures to Evaluate Bias in Biometric Recognition, and , in: International Conference on Pattern Recognition Workshops, 2022 |
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Proceedings of Interspeech Conference (2022)
| From Undercomplete to Sparse Overcomplete Autoencoders to Improve LF-MMI Speech Recognition, and , in: Proceedings of Interspeech Conference, 2022 |
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Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR) (2022)
| GeoNeRF: Generalizing NeRF with Geometry Priors, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), 2022 |
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12th SESAR Innovation Days (2022)
| Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition, , , , , , and , in: 12th SESAR Innovation Days, 2022 |
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Findings of Association for >Computational Linguistics: ACL 2022 (2022)
| Graph Refinement for Coreference Resolution, and , in: Findings of Association for >Computational Linguistics: ACL 2022, 2022 |
Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia (2022)
| Health Talk: Understanding Practices of Popular Professional YouTubers, , , , and , in: Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia, 2022 |
ACL (2022)
| Hierarchical Multi-task learning framework for Isometric-Speech Language Translation, , , and , in: ACL, 2022 |
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PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology (2022)
| HMIST: Hierarchical Multilingual Isometric Speech Translation using Multi-Task Learning Framework for Automatic Dubbing, , , and , in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022 |
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MAD '22: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation (2022)
| How Did Europe’s Press Cover Covid-19 Vaccination News? A Five-Country Analysis, and , in: MAD '22: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, 2022 |
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Thirty-Sixth AAAI Conference on Artificial Intelligence (2022)
| Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration, , , and , in: Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022 |
Proceedings of the 2022 International Joint Conference on Biometrics (IJCB) (2022)
| Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics, , , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
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ACL (2022)
| IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion, and , in: ACL, 2022 |
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| IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text, and , in: ACL, 2022 |
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ACL Proceedings (2022)
| IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments, and , in: ACL Proceedings, 2022 |
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The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022) (2022)
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
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| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
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ACL (2022)
| IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention Mechanism, , and , in: ACL, 2022 |
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Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS) (2022)
| Imitation of Manipulation Skills Using Multiple Geometries, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022 |
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Proceedings of the 2022 International Joint Conference on Biometrics (IJCB) (2022)
| Indexing Protected Deep Face Templates by Frequent Binary Patterns, , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
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International Conference on Computational Linguistics (COLING 2022) (2022)
| Innovators@SMM4H'22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
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| Innovators@SMM4H'22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS) (2022)
| Learning to Guide Online Multi-Contact Receding Horizon Planning, , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022 |
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) (2022)
| Leveraging Events Sub-Categories for Violent-Events Detection in Social Media, , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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SPIE sensors + imaging, Target and Background Signatures VIII (2022)
| Local estimation of parametric point spread functions in thermal images via convolutional neural networks, , , and , in: SPIE sensors + imaging, Target and Background Signatures VIII, Berlin, Germany, pages 1227009 1--8, SPIE, 2022 |
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Proc. Interspeech 2022 (2022)
| Low-Level Physiological Implications of End-to-End Learning for Speech Recognition, and , in: Proc. Interspeech 2022, pages 749--753, 2022 |
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Proceedings of ICASSP (2022)
| Modeling Of Pre-trained Neural Network Embeddings Learned From Raw Waveform For Covid-19 Infection Detection, , , and , in: Proceedings of ICASSP, 2022 |
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Proceedings of the 11th Joint Conference on Lexical and Computational Semantics (2022)
| Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers, , , , and , in: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, Seattle, USA, pages 89–100, 2022 |
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International Conference on Language Resources and Evaluation (LREC 2022) (2022)
| Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers, , , and , in: International Conference on Language Resources and Evaluation (LREC 2022), 2022 |
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Proceedings of Interspeech (2022)
| On Breathing Pattern Information in Synthetic Speech, and , in: Proceedings of Interspeech, 2022 |
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21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022) (2022)
| On the detection of morphing attacks generated by GANs, and , in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), 2022 |
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Proceedings of Interspeech (2022)
| On-demand compute reduction with stochastic wav2vec 2.0, , , and , in: Proceedings of Interspeech, 2022 |
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33th British Machine Vision Conference 2022, London, UK, 21 - 24 November 2022 (2022)
| Paumer: Patch Pausing Transformer for Semantic Segmentation, , and , in: 33th British Machine Vision Conference 2022, London, UK, 21 - 24 November 2022, 2022 |
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ACL (2022)
| PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models, , , , , , and , in: ACL, 2022 |
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Proceedings of the workshop on Deep Learning for Low-Resource NLP (2022)
| Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese, , , , and , in: Proceedings of the workshop on Deep Learning for Low-Resource NLP, 2022 |
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European Conference on Computer Vision (2022)
| Predicting is not understanding: Recognizing and addressing underspecification in machine learning, , and , in: European Conference on Computer Vision, pages 458-476, Springer, 2022 |
Union World Conference on Lung Health (2022)
| Pulmonary Tuberculosis Screening from Radiological Signs on Chest X-Ray Images Using Deep Models, , and , in: Union World Conference on Lung Health, The Union, 2022 |
The International Symposium on Robotics Research (2022)
| Reactive Anticipatory Robot Skills with Memory, , and , in: The International Symposium on Robotics Research, 2022 |
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11th SESAR Innovation Days (2022)
| Readback Error Detection by Automatic Speech Recognition and Understanding -- Results of HAAWAII Project for Isavia’s Enroute Airspace, , , , , , , , , and , in: 11th SESAR Innovation Days, SESAR, pages 9, 2022 |
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arXiv (2022)
| Reasoning over vision and language: Exploring the benefits of supplemental knowledge, , , and , in: arXiv, 2022 |
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (2022)
| Residual Feature Pyramid Network for Enhancement of Vascular Patterns, and , in: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022 |
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Advances in Neural Information Processing Systems (2022)
| SelecMix: Debiased Learning by Contradicting-pair Sampling, , , , , , and , in: Advances in Neural Information Processing Systems, 2022 |
ICML Workshop on Spurious Correlations, Invariance and Stability (2022)
| SelecMix: Debiased Learning by Mixing up Contradicting Pairs, , , , , , and , in: ICML Workshop on Spurious Correlations, Invariance and Stability, 2022 |
3rd Workshop on Computational Approaches to Discourse (CODI) @ COLING (2022)
| Shallow Discourse Parsing for Open Information Extraction and Text Simplification, , and , in: 3rd Workshop on Computational Approaches to Discourse (CODI) @ COLING, 2022 |
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