Neural Networks

Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024 START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NeurIPS 2024 State-Free Inference of State-Space Models: The *Transfer Function* Approach ICML 2024 State Space Models for Event Cameras CVPR 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024 Stochastic Bandits with ReLU Neural Networks ICML 2024 Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines NeurIPS 2024 StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting AAAI 2024 StraightPCF: Straight Point Cloud Filtering CVPR 2024 Strengthening Layer Interaction via Dynamic Layer Attention IJCAI 2024 Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks ICML 2024 Structured flexibility in recurrent neural networks via neuromodulation NeurIPS 2024 Structure-Preserving Physics-Informed Neural Networks with Energy or Lyapunov Structure IJCAI 2024 StyleAvatar: Stylizing Animatable Head Avatars WACV 2024 StyleGenes: Discrete and Efficient Latent Distributions for GANs WACV 2024 Subhomogeneous Deep Equilibrium Models ICML 2024 Sufficient conditions for offline reactivation in recurrent neural networks ICLR 2024 Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs ICLR 2024 Super Consistency of Neural Network Landscapes and Learning Rate Transfer NeurIPS 2024 SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-Device Inference ECCV 2024 Superpoint Gaussian Splatting for Real-Time High-Fidelity Dynamic Scene Reconstruction ICML 2024 SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition NeurIPS 2024 Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NeurIPS 2024 Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024 Swallowing the Bitter Pill: Simplified Scalable Conformer Generation ICML 2024