complex-valued neural network

CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring AAAI 2026 Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent JMLR 2026 Shift-Equivariant Complex-Valued Convolutional Neural Networks WACV 2026 PanComplex: Leveraging Complex-Valued Neural Networks for Enhanced Pansharpening IJCAI 2025 Polarimetric Neural Field via Unified Complex-Valued Wave Representation ICCV 2025 Steinmetz Neural Networks for Complex-Valued Data AISTATS 2025 Tracking objects that change in appearance with phase synchrony ICLR 2025 Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery NeurIPS 2024 CFTNet: Complex-valued Frequency Transformation Network for Speech Enhancement Interspeech 2023 Complex-valued neural networks for voice anti-spoofing Interspeech 2023 Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent NeurIPS 2023 CosNet: A Generalized Spectral Kernel Network NeurIPS 2023 FCCNs: Fully Complex-valued Convolutional Networks using Complex-valued Color Model and Loss Function ICCV 2023 Optimal approximation using complex-valued neural networks NeurIPS 2023 Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement Interspeech 2023 Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022 Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation Interspeech 2022 Compressed Sensing MRI Reconstruction With Co-VeGAN: Complex-Valued Generative Adversarial Network WACV 2022 Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks NeurIPS 2022 ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform Interspeech 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging CVPR 2021 Quantum-inspired Neural Network for Conversational Emotion Recognition AAAI 2021 Bayesian Sparsification of Deep C-valued Networks ICML 2020 Complex-Valued Variational Autoencoder: A Novel Deep Generative Model for Direct Representation of Complex Spectra Interspeech 2020