Representation Learning

Cross Modal Retrieval With Querybank Normalisation CVPR 2022 CrossWalk: Fairness-Enhanced Node Representation Learning AAAI 2022 CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022 CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ACL 2022 Curriculum-guided Abstractive Summarization for Mental Health Online Posts EMNLP 2022 CyCLIP: Cyclic Contrastive Language-Image Pretraining NeurIPS 2022 DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models EMNLP 2022 DARE: Disentanglement-Augmented Rationale Extraction NeurIPS 2022 DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022 Data Augmentation as Feature Manipulation ICML 2022 Data-Driven Offline Decision-Making via Invariant Representation Learning NeurIPS 2022 Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022 Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022 Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure NeurIPS 2022 Decomposing Natural Logic Inferences for Neural NLI EMNLP 2022 Deconfounded Representation Similarity for Comparison of Neural Networks NeurIPS 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 Deconvolutional Density Network: Modeling Free-Form Conditional Distributions AAAI 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022 Decoupling Makes Weakly Supervised Local Feature Better CVPR 2022 Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process AAAI 2022 Deep Clustering of Text Representations for Supervision-Free Probing of Syntax AAAI 2022 Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022 Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022 Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation AAAI 2022