Neural Networks

NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views AAAI 2024 NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction ICML 2024 NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024 NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024 NN4SysBench: Characterizing Neural Network Verification for Computer Systems NeurIPS 2024 NN-Defined Modulator: Reconfigurable and Portable Software Modulator on IoT Gateways NSDI 2024 NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem AAAI 2024 No Free Prune: Information-Theoretic Barriers to Pruning at Initialization ICML 2024 Noisy Interpolation Learning with Shallow Univariate ReLU Networks ICLR 2024 NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024 Non-convolutional graph neural networks. NeurIPS 2024 Nonlinear spiked covariance matrices and signal propagation in deep neural networks COLT 2024 Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks NeurIPS 2024 Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks JMLR 2024 Non-parametric Representation Learning with Kernels AAAI 2024 Nonparametric Teaching of Implicit Neural Representations ICML 2024 Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset NeurIPS 2024 Not so griddy: Internal representations of RNNs path integrating more than one agent NeurIPS 2024 NTO3D: Neural Target Object 3D Reconstruction with Segment Anything CVPR 2024 OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation CVPR 2024 Object centric architectures enable efficient causal representation learning ICLR 2024 Object-Centric Learning with Slot Mixture Module ICLR 2024 OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization Interspeech 2024 OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries NeurIPS 2024 OFELIA: Optical Flow-based Electrode LocalIzAtion MIDL 2024