Neural Networks

Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling EACL 2024 Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network ICML 2024 Simple Cycle Reservoirs are Universal JMLR 2024 Simplicity Bias in Overparameterized Machine Learning AAAI 2024 Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data ICML 2024 Simplicity Bias via Global Convergence of Sharpness Minimization ICML 2024 SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024 Simulation-Free Training of Neural ODEs on Paired Data NeurIPS 2024 Simultaneous identification of models and parameters of scientific simulators ICML 2024 SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations ICLR 2024 Single View Refractive Index Tomography with Neural Fields CVPR 2024 SINR: Spline-enhanced implicit neural representation for multi-modal registration MIDL 2024 Sketching for Distributed Deep Learning: A Sharper Analysis NeurIPS 2024 Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover NeurIPS 2024 SlideAVSR: A Dataset of Paper Explanation Videos for Audio-Visual Speech Recognition ACL 2024 Slide-SAM: Medical SAM Meets Sliding Window MIDL 2024 Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks ICML 2024 Slot State Space Models NeurIPS 2024 Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks ICML 2024 Small Steps and Level Sets: Fitting Neural Surface Models with Point Guidance CVPR 2024 SMARTR: A Framework for Early Detection using Survival Analysis of Longitudinal Texts NAACL 2024 SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking AAAI 2024 Smooth Min-Max Monotonic Networks ICML 2024 SMR: State Memory Replay for Long Sequence Modeling ACL 2024 Soft Superpixel Neighborhood Attention NeurIPS 2024