neural network

Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive? ICLR 2023 Deep Neural Networks with Efficient Guaranteed Invariances AISTATS 2023 Deepparse : An Extendable, and Fine-Tunable State-Of-The-Art Library for Parsing Multinational Street Addresses EMNLP 2023 DeepPCR: Parallelizing Sequential Operations in Neural Networks NeurIPS 2023 Deep Stochastic Processes via Functional Markov Transition Operators NeurIPS 2023 Defense Against Adversarial Attacks on Audio DeepFake Detection Interspeech 2023 Defining and Quantifying the Emergence of Sparse Concepts in DNNs CVPR 2023 DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness AAAI 2023 Describing the phonetics in the underlying speech attributes for deep and interpretable speaker recognition Interspeech 2023 Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022 Interspeech 2023 Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions ICML 2023 Detecting Backdoors in Pre-Trained Encoders CVPR 2023 Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts EMNLP 2023 Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns CVPR 2023 DFPC: Data flow driven pruning of coupled channels without data. ICLR 2023 DG3D: Generating High Quality 3D Textured Shapes by Learning to Discriminate Multi-Modal Diffusion-Renderings ICCV 2023 Dialect Representation Learning with Neural Dialect-to-Standard Normalization EACL 2023 Differentiable Change-point Detection With Temporal Point Processes AISTATS 2023 Diffused Redundancy in Pre-trained Representations NeurIPS 2023 Directed Chain Generative Adversarial Networks ICML 2023 Direct Parameterization of Lipschitz-Bounded Deep Networks ICML 2023 Direct Speech Quote Attribution for Dutch Literature EACL 2023 Disagreement Matters: Preserving Label Diversity by Jointly Modeling Item and Annotator Label Distributions with DisCo ACL 2023 Discovering Salient Neurons in deep NLP models JMLR 2023 Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting AAAI 2023