Representation Learning

Language Model Pre-Training with Sparse Latent Typing EMNLP 2022 Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation COLING 2022 Large-Scale Representation Learning on Graphs via Bootstrapping ICLR 2022 Large-Scale Retrieval for Reinforcement Learning NeurIPS 2022 Large-Scale Video Panoptic Segmentation in the Wild: A Benchmark CVPR 2022 Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis EMNLP 2022 latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL 2022 Latent Group Dropout for Multilingual and Multidomain Machine Translation NAACL 2022 Latent Planning via Expansive Tree Search NeurIPS 2022 Latent to Latent: A Learned Mapper for Identity Preserving Editing of Multiple Face Attributes in StyleGAN-Generated Images WACV 2022 Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank ACML 2022 Lazy and Fast Greedy MAP Inference for Determinantal Point Process NeurIPS 2022 LC-FDNet: Learned Lossless Image Compression With Frequency Decomposition Network CVPR 2022 L-CoDe:Language-Based Colorization Using Color-Object Decoupled Conditions AAAI 2022 LDPP at the FinNLP-2022 ERAI Task: Determinantal Point Processes and Variational Auto-encoders for Identifying High-Quality Opinions from a pool of Social Media Posts EMNLP 2022 Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis COLING 2022 Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks NeurIPS 2022 Learned Incremental Representations for Parsing ACL 2022 Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction NAACL 2022 Learning 3D Representations of Molecular Chirality with Invariance to Bond Rotations ICLR 2022 Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022 Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation EMNLP 2022 Learning and Evaluating Character Representations in Novels ACL 2022 Learning a Structured Latent Space for Unsupervised Point Cloud Completion CVPR 2022 Learning Audio-Text Agreement for Open-vocabulary Keyword Spotting Interspeech 2022