Representation Learning

SonicSense: Object Perception from In-Hand Acoustic Vibration CoRL 2024 Source Identification in Abstractive Summarization EACL 2024 Space and time continuous physics simulation from partial observations ICLR 2024 Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NeurIPS 2024 SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead NeurIPS 2024 Span Graph Transformer for Document-Level Named Entity Recognition AAAI 2024 Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning CVPR 2024 Sparse and Structured Hopfield Networks ICML 2024 Sparse Autoencoders Find Highly Interpretable Features in Language Models ICLR 2024 Sparse NMF with Archetypal Regularization: Computational and Robustness Properties JMLR 2024 Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces JMLR 2024 Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning ICLR 2024 Spatial Acoustic Enhancement Using Unbiased Relative Harmonic Coefficients Interspeech 2024 Spatial-Contextual Discrepancy Information Compensation for GAN Inversion AAAI 2024 Spatial-Semantic Collaborative Cropping for User Generated Content AAAI 2024 Spatial-Temporal Perceiving: Deciphering User Hierarchical Intent in Session-Based Recommendation IJCAI 2024 Spatio-Spectral Graph Neural Networks NeurIPS 2024 Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders MIDL 2024 Spatio-Temporal Field Neural Networks for Air Quality Inference IJCAI 2024 SPDER: Semiperiodic Damping-Enabled Object Representation ICLR 2024 Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator Interspeech 2024 Speakers Unembedded: Embedding-free Approach to Long-form Neural Diarization Interspeech 2024 SpecAR-Net: Spectrogram Analysis and Representation Network for Time Series IJCAI 2024 Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks JMLR 2024 Specularity Factorization for Low-Light Enhancement CVPR 2024