Representation Learning

Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation ACL 2022 Can We Use Word Embeddings for Enhancing Guarani-Spanish Machine Translation? ACL 2022 Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection CVPR 2022 Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022 CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022 Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition AAAI 2022 Causality Inspired Representation Learning for Domain Generalization CVPR 2022 Charformer: Fast Character Transformers via Gradient-based Subword Tokenization ICLR 2022 Chemical-Reaction-Aware Molecule Representation Learning ICLR 2022 Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers NeurIPS 2022 Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022 CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation CVPR 2022 Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers CVPR 2022 COAP: Compositional Articulated Occupancy of People CVPR 2022 Coded Residual Transform for Generalizable Deep Metric Learning NeurIPS 2022 Code Representation Learning Using Prüfer Sequences (Student Abstract) AAAI 2022 Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022 CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding EMNLP 2022 Coherent Long Text Generation by Contrastive Soft Prompt EMNLP 2022 Coin Flipping Neural Networks ICML 2022 Collaborative Learning for Hand and Object Reconstruction With Attention-Guided Graph Convolution CVPR 2022 Combine to Describe: Evaluating Compositional Generalization in Image Captioning ACL 2022 ComGAN: Unsupervised Disentanglement and Segmentation via Image Composition NeurIPS 2022 Comparative Analysis of Cross-lingual Contextualized Word Embeddings EMNLP 2022 Comparing Correspondences: Video Prediction With Correspondence-Wise Losses CVPR 2022