Representation Learning

An Iterative Min-Min Optimization Method for Sparse Bayesian Learning ICML 2024 An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024 Annotation of Japanese Discourse Relations Focusing on Concessive Inferences COLING 2024 A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation ACL 2024 Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example Interspeech 2024 A Note on Entrywise Consistency for Mixed-data Matrix Completion JMLR 2024 Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding AAAI 2024 An Unsupervised Approach for Periodic Source Detection in Time Series ICML 2024 AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario NeurIPS 2024 AoE: Angle-optimized Embeddings for Semantic Textual Similarity ACL 2024 A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention NeurIPS 2024 A Physics-informed Low-rank Deep Neural Network for Blind and Universal Lens Aberration Correction CVPR 2024 A Pilot Study of GSLM-based Simulation of Foreign Accentuation Only Using Native Speech Corpora Interspeech 2024 A Planar-Symmetric SO(3) Representation for Learning Grasp Detection CoRL 2024 A Polar coordinate system represents syntax in large language models NeurIPS 2024 Approximate Attributions for Off-the-Shelf Siamese Transformers EACL 2024 Approximate Bayesian Class-Conditional Models under Continuous Representation Shift AISTATS 2024 Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient NeurIPS 2024 Approximately Equivariant Neural Processes NeurIPS 2024 Approximating mutual information of high-dimensional variables using learned representations NeurIPS 2024 AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA ICML 2024 Arabic Diacritization Using Morphologically Informed Character-Level Model COLING 2024 ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024 AraCLIP: Cross-Lingual Learning for Effective Arabic Image Retrieval ACL 2024 A Rate-Distortion View of Uncertainty Quantification ICML 2024