Representation Learning

An Inductive Bias for Tabular Deep Learning NeurIPS 2023 An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity JMLR 2023 An Information Theory Perspective on Variance-Invariance-Covariance Regularization NeurIPS 2023 An Intra-Class Relation Guided Approach for Code Comment Generation EACL 2023 An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning ICML 2023 Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence WACV 2023 An Online Presentation Slide Assessment System Using Visual and Semantic Segmentation Features AAAI 2023 A novel frequency warping scale for speech emotion recognition Interspeech 2023 A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces AISTATS 2023 Answer-state Recurrent Relational Network (AsRRN) for Constructed Response Assessment and Feedback Grouping EMNLP 2023 An Unbiased Look at Datasets for Visuo-Motor Pre-Training CoRL 2023 A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions ICCV 2023 A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NeurIPS 2023 A Picture of the Space of Typical Learnable Tasks ICML 2023 A polar prediction model for learning to represent visual transformations NeurIPS 2023 Approximately Equivariant Graph Networks NeurIPS 2023 Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition Interspeech 2023 Approximate Stein Classes for Truncated Density Estimation ICML 2023 Approximating CKY with Transformers EMNLP 2023 A Protocol for Evaluating Model Interpretation Methods From Visual Explanations WACV 2023 A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023 A Randomized Subspace-based Approach for Dimensionality Reduction and Important Variable Selection JMLR 2023 Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN ICML 2023 AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification ICCV 2023 A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation NeurIPS 2023