Representation Learning

Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference AAAI 2022 Sparse Continuous Distributions and Fenchel-Young Losses JMLR 2022 Sparse Fourier Backpropagation in Cryo-EM Reconstruction NeurIPS 2022 Sparse Interventions in Language Models with Differentiable Masking EMNLP 2022 Sparse Probabilistic Circuits via Pruning and Growing NeurIPS 2022 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022 Sparse to Dense Dynamic 3D Facial Expression Generation CVPR 2022 SparseTT: Visual Tracking with Sparse Transformers IJCAI 2022 Sparsification of Decomposable Submodular Functions AAAI 2022 SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss AAAI 2022 Spatial Loss for Unsupervised Multi-channel Source Separation Interspeech 2022 Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing CVPR 2022 Spatial Mixture-of-Experts NeurIPS 2022 Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning CVPR 2022 Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision COLING 2022 Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation IJCAI 2022 Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022 Spectral Probing EMNLP 2022 SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022 Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech Interspeech 2022 Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation Interspeech 2022 SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech Interspeech 2022 Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion Interspeech 2022 SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022 SPE: Symmetrical Prompt Enhancement for Fact Probing EMNLP 2022