Representation Learning

BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022 Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning ICML 2022 Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022 Black-box coreset variational inference NeurIPS 2022 BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling SemEval 2022 Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution NeurIPS 2022 Block Modeling-Guided Graph Convolutional Neural Networks AAAI 2022 Block-NeRF: Scalable Large Scene Neural View Synthesis CVPR 2022 Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022 BL.Research at SemEval-2022 Task 1: Deep networks for Reverse Dictionary using embeddings and LSTM autoencoders SemEval 2022 Boosting Code Summarization by Embedding Code Structures COLING 2022 Boosting Graph Structure Learning with Dummy Nodes ICML 2022 Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022 Bootstrapped Transformer for Offline Reinforcement Learning NeurIPS 2022 BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection ACL 2022 Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks ACL 2022 Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction EMNLP 2022 Brain Network Transformer NeurIPS 2022 Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding ICML 2022 Break it Down into BTS: Basic, Tiniest Subword Units for Korean EMNLP 2022 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022 Breathing Freely: Self-supervised Liver T1rho Mapping from A Single T1rho-weighted Image MIDL 2022 Bregman Neural Networks ICML 2022 Bridging Global Context Interactions for High-Fidelity Image Completion CVPR 2022