Representation Learning

BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022 Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks NAACL 2022 Bayesian Continuous-Time Tucker Decomposition ICML 2022 Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes AISTATS 2022 b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search CVPR 2022 BeautifAI - Personalised Occasion-based Makeup Recommendation ACML 2022 Behavior Transformers: Cloning k modes with one stone NeurIPS 2022 Benchmarking Compositionality with Formal Languages COLING 2022 Benchmarking Language Models for Code Syntax Understanding EMNLP 2022 Bending the string: intonation contour length as a correlate of macro-rhythm Interspeech 2022 Benefits of Permutation-Equivariance in Auction Mechanisms NeurIPS 2022 Beyond black box densities: Parameter learning for the deviated components NeurIPS 2022 Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022 Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features ICML 2022 Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning AAAI 2022 Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning CVPR 2022 Bias aware probabilistic Boolean matrix factorization UAI 2022 Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval AAAI 2022 Bi-Level Doubly Variational Learning for Energy-Based Latent Variable Models CVPR 2022 Binary independent component analysis: a non-stationarity-based approach UAI 2022 BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022 Biological Instance Segmentation with a Superpixel-Guided Graph IJCAI 2022 Biological Learning of Irreducible Representations of Commuting Transformations NeurIPS 2022 Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators NeurIPS 2022 Biological Sequence Design with GFlowNets ICML 2022