Representation Learning

Model Agnostic Interpretability for Multiple Instance Learning ICLR 2022 Model-Based Image Signal Processors via Learnable Dictionaries AAAI 2022 Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance COLING 2022 Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022 Modeling Conditional Dependencies in Multiagent Trajectories AISTATS 2022 Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022 Modeling Indirect Illumination for Inverse Rendering CVPR 2022 Modeling Information Change in Science Communication with Semantically Matched Paraphrases EMNLP 2022 Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation IJCAI 2022 Modeling sRGB Camera Noise With Normalizing Flows CVPR 2022 Modeling Structure with Undirected Neural Networks ICML 2022 Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension ACL 2022 Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts ACL 2022 Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022 Model Zoos: A Dataset of Diverse Populations of Neural Network Models NeurIPS 2022 Modular Flows: Differential Molecular Generation NeurIPS 2022 MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022 MoESR: Blind Super-Resolution Using Kernel-Aware Mixture of Experts WACV 2022 Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks ICML 2022 Molecule Generation by Principal Subgraph Mining and Assembling NeurIPS 2022 Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022 Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network IJCAI 2022 Monotonicity regularization: Improved penalties and novel applications to disentangled representation learning and robust classification UAI 2022 More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees ICML 2022 More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models ACL 2022