Neural Networks

SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS ICLR 2024 Swift-Mapping: Online Neural Implicit Dense Mapping in Urban Scenes AAAI 2024 Symmetries in Overparametrized Neural Networks: A Mean Field View NeurIPS 2024 Symmetry Induces Structure and Constraint of Learning ICML 2024 Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024 Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos AAAI 2024 Synergistic Integration of Coordinate Network and Tensorial Feature for Improving Neural Radiance Fields from Sparse Inputs ICML 2024 System-level safety guard: Safe tracking control through uncertain neural network dynamics models L4DC 2024 T$^2$SQNet: A Recognition Model for Manipulating Partially Observed Transparent Tableware Objects CoRL 2024 TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks ICLR 2024 TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases NeurIPS 2024 Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks NeurIPS 2024 Taming Binarized Neural Networks and Mixed-Integer Programs AAAI 2024 Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label Classification AAAI 2024 Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems NeurIPS 2024 Target conversation extraction: Source separation using turn-taking dynamics Interspeech 2024 Targeted Activation Penalties Help CNNs Ignore Spurious Signals AAAI 2024 TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network NeurIPS 2024 TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation CVPR 2024 Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning ICML 2024 Task-Disruptive Background Suppression for Few-Shot Segmentation AAAI 2024 Task-Driven Wavelets using Constrained Empirical Risk Minimization CVPR 2024 Task structure and nonlinearity jointly determine learned representational geometry ICLR 2024 TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling AAAI 2024 T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation Strategy ECCV 2024