Architectures

On the Locality of Attention in Direct Speech Translation ACL 2022 On the non-universality of deep learning: quantifying the cost of symmetry NeurIPS 2022 On the Optimal Memorization Power of ReLU Neural Networks ICLR 2022 On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022 On the Parameterization and Initialization of Diagonal State Space Models NeurIPS 2022 On the Pitfalls of Using the Residual Error as Anomaly Score MIDL 2022 On the Prediction Network Architecture in RNN-T for ASR Interspeech 2022 On the relationship between variational inference and auto-associative memory NeurIPS 2022 On the Representation Collapse of Sparse Mixture of Experts NeurIPS 2022 On the Robustness of Graph Neural Diffusion to Topology Perturbations NeurIPS 2022 On the Role of Bidirectionality in Language Model Pre-Training EMNLP 2022 On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement Interspeech 2022 On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels NeurIPS 2022 On the Symmetries of Deep Learning Models and their Internal Representations NeurIPS 2022 On the Transformation of Latent Space in Fine-Tuned NLP Models EMNLP 2022 On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022 On the Use of Deep Mask Estimation Module for Neural Source Separation Systems Interspeech 2022 On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022 OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NeurIPS 2022 OpenBrand: Open Brand Value Extraction from Product Descriptions ACL 2022 Open Challenges in Deep Stereo: The Booster Dataset CVPR 2022 Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract) IJCAI 2022 OPEN: Orthogonal Propagation with Ego-Network Modeling NeurIPS 2022 Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning EMNLP 2022 Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022