Neural Networks

A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network COLT 2021 Alzheimer’s Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs Interspeech 2021 A mechanistic multi-area recurrent network model of decision-making NeurIPS 2021 Amortized Neural Networks for Low-Latency Speech Recognition Interspeech 2021 Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain ICCV 2021 Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada EACL 2021 A Multi-Branch Deep Learning Network for Automated Detection of COVID-19 Interspeech 2021 Analysis of one-hidden-layer neural networks via the resolvent method NeurIPS 2021 Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II NeurIPS 2021 An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection Interspeech 2021 An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling Interspeech 2021 An Empirical Study of Adder Neural Networks for Object Detection NeurIPS 2021 An Examination of Fairness of AI Models for Deepfake Detection IJCAI 2021 An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks NeurIPS 2021 An Inertial Newton Algorithm for Deep Learning JMLR 2021 An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence NeurIPS 2021 An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification EMNLP 2021 Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification NAACL 2021 An MRF-UNet Product of Experts for Image Segmentation MIDL 2021 An optimization and generalization analysis for max-pooling networks UAI 2021 A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation AAAI 2021 ANR: Articulated Neural Rendering for Virtual Avatars CVPR 2021 AntVoice Neural Speaker Embedding System for FFSVC 2020 Interspeech 2021 Anytime Inference with Distilled Hierarchical Neural Ensembles AAAI 2021 Anytime Sampling for Autoregressive Models via Ordered Autoencoding ICLR 2021