Architectures

On the geometry of generalization and memorization in deep neural networks ICLR 2021 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021 On the Limit of English Conversational Speech Recognition Interspeech 2021 On the logistical difficulties and findings of Jopara Sentiment Analysis NAACL 2021 On the Memory Mechanism of Tensor-Power Recurrent Models AISTATS 2021 On the number of linear functions composing deep neural network: Towards a refined definition of neural networks complexity AISTATS 2021 On the Power of Edge Independent Graph Models NeurIPS 2021 On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths ICML 2021 On the Random Conjugate Kernel and Neural Tangent Kernel ICML 2021 On the Representation of Solutions to Elliptic PDEs in Barron Spaces NeurIPS 2021 On the Representation Power of Set Pooling Networks NeurIPS 2021 On the Robustness of Vision Transformers to Adversarial Examples ICCV 2021 On the Role of Corpus Ordering in Language Modeling EMNLP 2021 On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021 On the Transformer Growth for Progressive BERT Training NAACL 2021 On the Universality of Graph Neural Networks on Large Random Graphs NeurIPS 2021 On the Universality of Rotation Equivariant Point Cloud Networks ICLR 2021 On the Verification of Neural ODEs with Stochastic Guarantees AAAI 2021 OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres ACL 2021 Ontology-Driven Event Type Classification in Images WACV 2021 On Universal Approximation and Error Bounds for Fourier Neural Operators JMLR 2021 Opponent Hand Estimation in Gin Rummy Using Deep Neural Networks and Heuristic Strategies AAAI 2021 Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021 Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks ICLR 2021 Optimally Encoding Inductive Biases into the Transformer Improves End-to-End Speech Translation Interspeech 2021