Representation Learning

k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension NeurIPS 2022 1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task SemEval 2022 (2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering AAAI 2022 3DAC: Learning Attribute Compression for Point Clouds CVPR 2022 3DILG: Irregular Latent Grids for 3D Generative Modeling NeurIPS 2022 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design ICML 2022 3D Shape Reconstruction From 2D Images With Disentangled Attribute Flow CVPR 2022 3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022 abess: A Fast Best-Subset Selection Library in Python and R JMLR 2022 Abstraction not Memory: BERT and the English Article System NAACL 2022 Abstractive Summarization Guided by Latent Hierarchical Document Structure EMNLP 2022 Abstract Visual Reasoning with Tangram Shapes EMNLP 2022 Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022 Accelerating Code Search with Deep Hashing and Code Classification ACL 2022 Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion NeurIPS 2022 Accelerating Shapley Explanation via Contributive Cooperator Selection ICML 2022 Accuracy meets Diversity in a News Recommender System COLING 2022 Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection ACL 2022 ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation RSS 2022 A Closer Look at Embedding Propagation for Manifold Smoothing JMLR 2022 A Closer Look at Offline RL Agents NeurIPS 2022 A composable machine-learning approach for steady-state simulations on high-resolution grids NeurIPS 2022 A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022 A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022