Neural Networks

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis ICLR 2024 Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NeurIPS 2024 SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024 Second-order forward-mode optimization of recurrent neural networks for neuroscience NeurIPS 2024 Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NeurIPS 2024 Selective Nonlinearities Removal from Digital Signals CVPR 2024 Self-cognitive Denoising in the Presence of Multiple Noisy Label Sources ICML 2024 Self-Supervised Representation Learning With Cross-Context Learning Between Global and Hypercolumn Features WACV 2024 Self-Supervised Underwater Caustics Removal and Descattering via Deep Monocular SLAM ECCV 2024 Semantic Lens: Instance-Centric Semantic Alignment for Video Super-resolution AAAI 2024 SEMANTIFY: Unveiling Memes with Robust Interpretability beyond Input Attribution IJCAI 2024 Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach AAAI 2024 Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics NeurIPS 2024 Separations in the Representational Capabilities of Transformers and Recurrent Architectures NeurIPS 2024 Sequence Alignment-based Similarity Metric in Evolutionary Neural Architecture Search AutoML 2024 Sequence Length Independent Norm-Based Generalization Bounds for Transformers AISTATS 2024 Serialized Output Training by Learned Dominance Interspeech 2024 Set-based Neural Network Encoding Without Weight Tying NeurIPS 2024 SFOD: Spiking Fusion Object Detector CVPR 2024 Sharp-NeRF: Grid-Based Fast Deblurring Neural Radiance Fields Using Sharpness Prior WACV 2024 Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood NeurIPS 2024 SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations AAAI 2024 Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Networks AAAI 2024 Shuffled Deep Regression AAAI 2024 Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts NeurIPS 2024