deep learning architecture

EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification ICML 2025 From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport CVPR 2025 Dynamics harmonic analysis of robotic systems: Application in data-driven Koopman modelling L4DC 2024 GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023 Machines of Finite Depth: Towards a Formalization of Neural Networks AAAI 2023 HoD-Net: High-Order Differentiable Deep Neural Networks and Applications AAAI 2022 Speech acts and Communicative Intentions for Urgency Detection NAACL 2022 Interactive Assignments for Teaching Structured Neural NLP NAACL 2021 Restoring Extremely Dark Images in Real Time CVPR 2021 Seeing Through Your Skin: Recognizing Objects With a Novel Visuotactile Sensor WACV 2021 Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning NeurIPS 2021 CS-NLP Team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task SemEval 2020 Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019 Deep Learning Architecture for Complex Word Identification NAACL 2018 Detecting Diabetes Risk from Social Media Activity EMNLP 2018 Discovering Implicit Knowledge with Unary Relations ACL 2018 ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge SemEval 2018 Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection EMNLP 2017 Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NeurIPS 2012