Representation Learning

On the Use of Deep Mask Estimation Module for Neural Source Separation Systems Interspeech 2022 On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022 On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools IJCAI 2022 OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NeurIPS 2022 Open-Domain Dialog Evaluation Using Follow-Ups Likelihood COLING 2022 Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution NeurIPS 2022 OPEN: Orthogonal Propagation with Ego-Network Modeling NeurIPS 2022 Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022 OpticE: A Coherence Theory-Based Model for Link Prediction COLING 2022 Optimal estimation of Gaussian DAG models AISTATS 2022 Optimal Positive Generation via Latent Transformation for Contrastive Learning NeurIPS 2022 Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition NeurIPS 2022 Optimizing text representations to capture (dis)similarity between political parties CoNLL 2022 Ordered Subgraph Aggregation Networks NeurIPS 2022 Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022 Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing AAAI 2022 OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022 Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE NeurIPS 2022 OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022 P3IV: Probabilistic Procedure Planning From Instructional Videos With Weak Supervision CVPR 2022 PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NeurIPS 2022 PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022 Packed Levitated Marker for Entity and Relation Extraction ACL 2022 PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems EMNLP 2022 PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022