Representation Learning

A Digital Language Coherence Marker for Monitoring Dementia EMNLP 2023 Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023 A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling AAAI 2023 Advanced RawNet2 with Attention-based Channel Masking for Synthetic Speech Detection Interspeech 2023 Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation EMNLP 2023 Advancing Bangla Punctuation Restoration by a Monolingual Transformer-Based Method and a Large-Scale Corpus EMNLP 2023 Advancing Radiograph Representation Learning with Masked Record Modeling ICLR 2023 Adversarial Random Forests for Density Estimation and Generative Modeling AISTATS 2023 Adversarial robustness of VAEs through the lens of local geometry AISTATS 2023 A dynamic model of lexical experience for tracking of oral reading fluency ACL 2023 A Dynamics and Task Decoupled Reinforcement Learning Architecture for High-Efficiency Dynamic Target Intercept AAAI 2023 Affinity-Aware Graph Networks NeurIPS 2023 A finite-state morphological analyser for Highland Puebla Nahuatl ACL 2023 A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions NeurIPS 2023 A Generalization of ViT/MLP-Mixer to Graphs ICML 2023 A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023 A General Representation Learning Framework with Generalization Performance Guarantees ICML 2023 A General Theory of Correct, Incorrect, and Extrinsic Equivariance NeurIPS 2023 A Generation-based Deductive Method for Math Word Problems EMNLP 2023 A Generative Framework for Conversational Laughter: Its 'Language Model' and Laughter Sound Synthesis Interspeech 2023 Aggregating Multiple Heuristic Signals as Supervision for Unsupervised Automated Essay Scoring ACL 2023 A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening ICML 2023 A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining ICML 2023 A Group-Theoretic Approach to Computational Abstraction: Symmetry-Driven Hierarchical Clustering JMLR 2023 A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction NeurIPS 2023