Neural Networks

Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation AAAI 2024 LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024 LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation AAAI 2024 Levenshtein Distance Embedding with Poisson Regression for DNA Storage AAAI 2024 Leveraging Deep Learning to Shed Light on Tones of an Endangered Language: A Case Study of Moklen ACL 2024 Leveraging Graphic and Convolutional Neural Networks for Auditory Attention Detection with EEG Interspeech 2024 Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control ICLR 2024 LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis WACV 2024 LiDAR-Net: A Real-scanned 3D Point Cloud Dataset for Indoor Scenes CVPR 2024 Lie Group Decompositions for Equivariant Neural Networks ICLR 2024 Lie Neurons: Adjoint-Equivariant Neural Networks for Semisimple Lie Algebras ICML 2024 LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference ICLR 2024 LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation CVPR 2024 Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning JMLR 2024 Linking Convolutional Kernel Size to Generalization Bias in Face Analysis CNNs WACV 2024 LinNet: Linear Network for Efficient Point Cloud Representation Learning NeurIPS 2024 LION: Linear Group RNN for 3D Object Detection in Point Clouds NeurIPS 2024 LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024 LIVENet: A Novel Network for Real-World Low-Light Image Denoising and Enhancement WACV 2024 LLODIA: A Linguistic Linked Open Data Model for Diachronic Analysis COLING 2024 LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model NeurIPS 2024 Locality-Aware Graph Rewiring in GNNs ICLR 2024 Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models EACL 2024 LocMoE: A Low-overhead MoE for Large Language Model Training IJCAI 2024 LoD-Loc: Aerial Visual Localization using LoD 3D Map with Neural Wireframe Alignment NeurIPS 2024