Representation Learning

State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory NeurIPS 2023 Statistical Analysis of Karcher Means for Random Restricted PSD Matrices AISTATS 2023 Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings EMNLP 2023 STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning ICCV 2023 StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation NeurIPS 2023 STERLING: Self-Supervised Terrain Representation Learning from Unconstrained Robot Experience CoRL 2023 STMixer: A One-Stage Sparse Action Detector CVPR 2023 StockFormer: Learning Hybrid Trading Machines with Predictive Coding IJCAI 2023 StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure EMNLP 2023 Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks ICML 2023 Strategies to Improve Low-Resource Agglutinative Languages Morphological Inflection CoNLL 2023 STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner NeurIPS 2023 Streaming Factor Trajectory Learning for Temporal Tensor Decomposition NeurIPS 2023 Streaming PCA for Markovian Data NeurIPS 2023 STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK ICLR 2023 S-TREK: Sequential Translation and Rotation Equivariant Keypoints for Local Feature Extraction ICCV 2023 StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes ICML 2023 Strip-MLP: Efficient Token Interaction for Vision MLP ICCV 2023 Strivec: Sparse Tri-Vector Radiance Fields ICCV 2023 Structural Re-weighting Improves Graph Domain Adaptation ICML 2023 Structured Cooperative Learning with Graphical Model Priors ICML 2023 Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023 Structured Voronoi Sampling NeurIPS 2023 Structured World Models from Human Videos RSS 2023 Structure Flow-Guided Network for Real Depth Super-resolution AAAI 2023