Neural Networks

Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space ICML 2023 Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians NeurIPS 2023 Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification ICCV 2023 Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing ACL 2023 Graphics Capsule: Learning Hierarchical 3D Face Representations From 2D Images CVPR 2023 Grid-Guided Neural Radiance Fields for Large Urban Scenes CVPR 2023 GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023 Group Equivariant Fourier Neural Operators for Partial Differential Equations ICML 2023 Group GMM-ResNet for Detection of Synthetic Speech Attacks Interspeech 2023 Guaranteed Conformance of Neurosymbolic Models to Natural Constraints L4DC 2023 GUST: Combinatorial Generalization by Unsupervised Grouping with Neuronal Coherence NeurIPS 2023 HAD-ANC: A Hybrid System Comprising an Adaptive Filter and Deep Neural Networks for Active Noise Control Interspeech 2023 HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling ICCV 2023 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks AAAI 2023 HANDLOOM: Learned Tracing of One-Dimensional Objects for Inspection and Manipulation CoRL 2023 HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network ICCV 2023 Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods EMNLP 2023 Harmonic Neural Networks ICML 2023 Harmonious Feature Learning for Interactive Hand-Object Pose Estimation CVPR 2023 HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023 HD-DEMUCS: General Speech Restoration with Heterogeneous Decoders Interspeech 2023 Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs ICLR 2023 Hebbian Deep Learning Without Feedback ICLR 2023 Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles ICLR 2023 Hidden Symmetries of ReLU Networks ICML 2023