Representation Learning

Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach CoRL 2022 Towards Compositional Generalization in Code Search EMNLP 2022 Towards Cross-speaker Reading Style Transfer on Audiobook Dataset Interspeech 2022 Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking CVPR 2022 Towards Disentangled Speech Representations Interspeech 2022 Towards Efficiently Learning Monotonic Alignments for Attention-based End-to-End Speech Recognition Interspeech 2022 Towards efficient representation identification in supervised learning CLeaR 2022 Towards Generalized Open Information Extraction EMNLP 2022 Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion AAAI 2022 Towards IID representation learning and its application on biomedical data MIDL 2022 Towards Inter-character Relationship-driven Story Generation EMNLP 2022 Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning NAACL 2022 Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis Interspeech 2022 Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING 2022 Towards Reinterpreting Neural Topic Models via Composite Activations EMNLP 2022 Towards Robust Blind Face Restoration with Codebook Lookup Transformer NeurIPS 2022 Towards Robust Unsupervised Disentanglement of Sequential Data — A Case Study Using Music Audio IJCAI 2022 Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes CoRL 2022 Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders COLING 2022 Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs ICML 2022 Towards Understanding Grokking: An Effective Theory of Representation Learning NeurIPS 2022 Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning AACL 2022 Towards Universal Backward-Compatible Representation Learning IJCAI 2022 Towards Unsupervised Morphological Analysis of Polysynthetic Languages AACL 2022 Toward Unifying Text Segmentation and Long Document Summarization EMNLP 2022