Representation Learning

CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition Interspeech 2022 CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022 CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022 CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ACL 2022 Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction IJCAI 2022 C-VTON: Context-Driven Image-Based Virtual Try-On Network WACV 2022 CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting EMNLP 2022 Cycle Representation Learning for Inductive Relation Prediction ICML 2022 DABERT: Dual Attention Enhanced BERT for Semantic Matching COLING 2022 DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NeurIPS 2022 DARE: Disentanglement-Augmented Rationale Extraction NeurIPS 2022 DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior AAAI 2022 Data-Efficient Model Learning for Control with Jacobian-Regularized Dynamic-Mode Decomposition CoRL 2022 Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022 Dataset Condensation via Efficient Synthetic-Data Parameterization ICML 2022 Dataset Distillation via Factorization NeurIPS 2022 DCAN: Improving Temporal Action Detection via Dual Context Aggregation AAAI 2022 Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification AAAI 2022 Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022 Debiasing Word Embeddings with Nonlinear Geometry COLING 2022 Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning NeurIPS 2022 Decimated Framelet System on Graphs and Fast G-Framelet Transforms JMLR 2022 Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses NeurIPS 2022 Decompose the Sounds and Pixels, Recompose the Events AAAI 2022 Decomposing Temporal High-Order Interactions via Latent ODEs ICML 2022