Representation Learning

Detecting Neighborhood Gentrification at Scale via Street Views and POIs (Student Abstract) AAAI 2022 Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network IJCAI 2022 Developing a Tag-Set and Extracting the Morphological Lexicons to Build a Morphological Analyzer for Egyptian Arabic EMNLP 2022 Developmental Negation Processing in Transformer Language Models ACL 2022 DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes NeurIPS 2022 DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes NeurIPS 2022 D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data JMLR 2022 Diagnosing Epileptogenesis with Deep Anomaly Detection MLHC 2022 Diagonal State Spaces are as Effective as Structured State Spaces NeurIPS 2022 DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls EMNLP 2022 DIFER: Differentiable Automated Feature Engineering AutoML 2022 Diffeomorphic Image Registration Using Lipschitz Continuous Residual Networks MIDL 2022 Differentiable Expectation-Maximization for Set Representation Learning ICLR 2022 Differentiable Stereopsis: Meshes From Multiple Views Using Differentiable Rendering CVPR 2022 Diffusion Autoencoders: Toward a Meaningful and Decodable Representation CVPR 2022 Diffusion Curvature for Estimating Local Curvature in High Dimensional Data NeurIPS 2022 DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022 DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls EMNLP 2022 DiLiGenT102: A Photometric Stereo Benchmark Dataset With Controlled Shape and Material Variation CVPR 2022 Dimensionality Reduction and Prioritized Exploration for Policy Search AISTATS 2022 Dimension reduction for high-dimensional small counts with KL divergence UAI 2022 DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022 Directed Graph Auto-Encoders AAAI 2022 Direct Voxel Grid Optimization: Super-Fast Convergence for Radiance Fields Reconstruction CVPR 2022 DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022