Neural Networks

Feature Space Particle Inference for Neural Network Ensembles ICML 2022 Federated Learning With Position-Aware Neurons CVPR 2022 FFC-SE: Fast Fourier Convolution for Speech Enhancement Interspeech 2022 FFNet: Frequency Fusion Network for Semantic Scene Completion AAAI 2022 FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022 FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NeurIPS 2022 Finding Nearly Everything within Random Binary Networks AISTATS 2022 FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition AAAI 2022 Fixed Neural Network Steganography: Train the images, not the network ICLR 2022 Flare7K: A Phenomenological Nighttime Flare Removal Dataset NeurIPS 2022 Flowification: Everything is a normalizing flow NeurIPS 2022 FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction NeurIPS 2022 Forecasting Asset Dependencies to Reduce Portfolio Risk AAAI 2022 Forecasting Future World Events With Neural Networks NeurIPS 2022 Forgery Detection by Internal Positional Learning of Demosaicing Traces WACV 2022 Forget-free Continual Learning with Winning Subnetworks ICML 2022 Formant Estimation and Tracking using Probabilistic Heat-Maps Interspeech 2022 Fourier Analysis-based Iterative Combinatorial Auctions IJCAI 2022 Fourier Learning with Cyclical Data ICML 2022 FourierNets enable the design of highly non-local optical encoders for computational imaging NeurIPS 2022 Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-Time CVPR 2022 Fractional Adaptive Linear Units AAAI 2022 Frame Averaging for Invariant and Equivariant Network Design ICLR 2022 Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection Interspeech 2022 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022