Neural Networks

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NeurIPS 2023 Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior AISTATS 2023 Bayesian Federated Neural Matching That Completes Full Information AAAI 2023 Bayesian numerical integration with neural networks UAI 2023 Beam Tree Recursive Cells ICML 2023 Behavior Prior Representation learning for Offline Reinforcement Learning ICLR 2023 Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis NeurIPS 2023 Benign Overfitting in Deep Neural Networks under Lazy Training ICML 2023 Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization COLT 2023 Benign Overfitting in Two-layer ReLU Convolutional Neural Networks ICML 2023 Benign overfitting of non-smooth neural networks beyond lazy training AISTATS 2023 Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion Interspeech 2023 BIFRNet: A Brain-Inspired Feature Restoration DNN for Partially Occluded Image Recognition AAAI 2023 Bifurcations and loss jumps in RNN training NeurIPS 2023 Bigger, Better, Faster: Human-level Atari with human-level efficiency ICML 2023 Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients ICLR 2023 BioNet: A Biologically-Inspired Network for Face Recognition CVPR 2023 Bispectral Neural Networks ICLR 2023 Black-Box vs. Gray-Box: A Case Study on Learning Table Tennis Ball Trajectory Prediction with Spin and Impacts L4DC 2023 Blending Advertising with Organic Content in E-commerce via Virtual Bids AAAI 2023 Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network Interspeech 2023 BlitzMask: Real-Time Instance Segmentation Approach for Mobile Devices AISTATS 2023 BLM-AgrF: A New French Benchmark to Investigate Generalization of Agreement in Neural Networks EACL 2023 Boosted Dynamic Neural Networks AAAI 2023 Boosting Point Clouds Rendering via Radiance Mapping AAAI 2023