Representation Learning

A Unified Framework for Optimization-Based Graph Coarsening JMLR 2023 A Unified Generative Approach to Product Attribute-Value Identification ACL 2023 A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection AISTATS 2023 A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges IJCAI 2023 A Unified View of Evaluation Metrics for Structured Prediction EMNLP 2023 A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions ICML 2023 Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning ICML 2023 Automatic Anonymization of Swiss Federal Supreme Court Rulings EMNLP 2023 Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation Interspeech 2023 Automatic Integration for Fast and Interpretable Neural Point Processes L4DC 2023 Automatic Table Union Search with Tabular Representation Learning ACL 2023 Auto-Weighted Multi-View Clustering for Large-Scale Data AAAI 2023 Auxiliary Learning as an Asymmetric Bargaining Game ICML 2023 Auxiliary Losses for Learning Generalizable Concept-based Models NeurIPS 2023 Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction ICCV 2023 Avatars Grow Legs: Generating Smooth Human Motion From Sparse Tracking Inputs With Diffusion Model CVPR 2023 Backdoor Defense via Deconfounded Representation Learning CVPR 2023 Background-Sound Controllable Voice Source Separation Interspeech 2023 Balanced Mixture of Supernets for Learning the CNN Pooling Architecture AutoML 2023 Balancing Lexical and Semantic Quality in Abstractive Summarization ACL 2023 Balancing Logit Variation for Long-Tailed Semantic Segmentation CVPR 2023 Banana: Banach Fixed-Point Network for Pointcloud Segmentation with Inter-Part Equivariance NeurIPS 2023 BASiS: Batch Aligned Spectral Embedding Space CVPR 2023 Basket Representation Learning by Hypergraph Convolution on Repeated Items for Next-basket Recommendation IJCAI 2023 Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior AISTATS 2023