Neural Networks

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks ICML 2024 RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection WACV 2024 R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces NAACL 2024 RTify: Aligning Deep Neural Networks with Human Behavioral Decisions NeurIPS 2024 Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut NeurIPS 2024 Sampling-Resilient Multi-Object Tracking AAAI 2024 SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer ICLR 2024 SAVSR: Arbitrary-Scale Video Super-Resolution via a Learned Scale-Adaptive Network AAAI 2024 Say Anything with Any Style AAAI 2024 Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing ICLR 2024 Scalable Monotonic Neural Networks ICLR 2024 Scalable Neural Network Kernels ICLR 2024 Scalable Optimization in the Modular Norm NeurIPS 2024 Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution WACV 2024 Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networks JMLR 2024 Scaling Convex Neural Networks with Burer-Monteiro Factorization ICLR 2024 Scaling Supervised Local Learning with Augmented Auxiliary Networks ICLR 2024 Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% NeurIPS 2024 SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes CVPR 2024 Schur Nets: exploiting local structure for equivariance in higher order graph neural networks NeurIPS 2024 SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image CVPR 2024 SC-MoE: Switch Conformer Mixture of Experts for Unified Streaming and Non-streaming Code-Switching ASR Interspeech 2024 SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy Views AAAI 2024 Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions ICLR 2024 SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation AAAI 2024