Representation Learning

GiCCS: A German in-Context Conversational Similarity Benchmark EMNLP 2022 GIFS: Neural Implicit Function for General Shape Representation CVPR 2022 GlanceNets: Interpretable, Leak-proof Concept-based Models NeurIPS 2022 Glass: Geometric Latent Augmentation for Shape Spaces CVPR 2022 GLASS: GNN with Labeling Tricks for Subgraph Representation Learning ICLR 2022 Global-Aware Registration of Less-Overlap RGB-D Scans CVPR 2022 Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction IJCAI 2022 Global Optimization Networks ICML 2022 GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers NAACL 2022 GL-RG: Global-Local Representation Granularity for Video Captioning IJCAI 2022 GMFlow: Learning Optical Flow via Global Matching CVPR 2022 GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022 GNN-LM: Language Modeling based on Global Contexts via GNN ICLR 2022 GNN-Retro: Retrosynthetic Planning with Graph Neural Networks AAAI 2022 GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion IJCAI 2022 Going Deeper into Permutation-Sensitive Graph Neural Networks ICML 2022 Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention ACL 2022 Gradient-based Constrained Sampling from Language Models EMNLP 2022 Gradient Estimation with Discrete Stein Operators NeurIPS 2022 GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022 Grape: Grammar-Preserving Rule Embedding IJCAI 2022 Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph AACL 2022 Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification Interspeech 2022 GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction NAACL 2022 Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2022