{"total":33,"rows":[{"id":"2403.11435","title":"InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions","created":"2024-03-18","cited_by_count":58,"area":null},{"id":"2305.05080","title":"Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey","created":"2023-05-08","cited_by_count":27,"area":null},{"id":"2210.10275","title":"Towards Explaining Distribution Shifts","created":"2022-10-19","cited_by_count":26,"area":null},{"id":"2302.08210","title":"A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold","created":"2023-02-16","cited_by_count":21,"area":null},{"id":"2307.01226","title":"vONTSS: vMF based semi-supervised neural topic modeling with optimal transport","created":"2023-07-03","cited_by_count":16,"area":null},{"id":"2111.13545","title":"$\\mu$NCA: Texture Generation with Ultra-Compact Neural Cellular Automata","created":"2021-11-26","cited_by_count":13,"area":null},{"id":"2212.07328","title":"Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts","created":"2022-12-14","cited_by_count":13,"area":null},{"id":"2501.05635","title":"Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport","created":"2025-01-10","cited_by_count":6,"area":null},{"id":"2205.07521","title":"A scalable deep learning approach for solving high-dimensional dynamic optimal transport","created":"2022-05-16","cited_by_count":5,"area":null},{"id":"2209.01847","title":"Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment","created":"2022-09-05","cited_by_count":5,"area":null},{"id":"2502.03749","title":"PINS: Proximal Iterations with Sparse Newton and Sinkhorn for Optimal Transport","created":"2025-02-06","cited_by_count":5,"area":null},{"id":"2311.12689","title":"Fair Text Classification with Wasserstein Independence","created":"2023-11-21","cited_by_count":4,"area":null},{"id":"2110.04658","title":"Differential Motion Evolution for Fine-Grained Motion Deformation in Unsupervised Image Animation","created":"2021-10-09","cited_by_count":3,"area":null},{"id":"2311.11934","title":"Estimation of entropy-regularized optimal transport maps between non-compactly supported measures","created":"2023-11-20","cited_by_count":3,"area":null},{"id":"2403.15312","title":"A Wasserstein perspective of Vanilla GANs","created":"2024-03-22","cited_by_count":3,"area":null},{"id":"2403.18915","title":"PLOT-TAL: Prompt Learning with Optimal Transport for Few-Shot Temporal Action Localization","created":"2024-03-27","cited_by_count":3,"area":null},{"id":"2503.07691","title":"Fair Text Classification via Transferable Representations","created":"2025-03-10","cited_by_count":3,"area":null},{"id":"2307.02075","title":"Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment","created":"2023-07-05","cited_by_count":2,"area":null},{"id":"2508.08131","title":"Optimal Transport Regularization for Speech Text Alignment in Spoken Language Models","created":"2025-08-11","cited_by_count":2,"area":null},{"id":"2211.09727","title":"A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models","created":"2022-11-03","cited_by_count":1,"area":null},{"id":"2311.13883","title":"Leveraging Optimal Transport via Projections on Subspaces for Machine Learning Applications","created":"2023-11-23","cited_by_count":1,"area":null},{"id":"2501.18650","title":"Constructing Cell-type Taxonomy by Optimal Transport with Relaxed Marginal Constraints","created":"2025-01-29","cited_by_count":1,"area":null},{"id":"2507.17513","title":"HOTA: Hamiltonian framework for Optimal Transport Advection","created":"2025-07-23","cited_by_count":1,"area":null},{"id":"2601.22036","title":"Cross-Fusion Distance: A Novel Metric for Measuring Fusion and Separability Between Data Groups in Representation Space","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2306.09858","title":"Prototype Learning for Explainable Brain Age Prediction","created":"2023-06-16","cited_by_count":0,"area":null},{"id":"2310.18446","title":"A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem","created":"2023-10-27","cited_by_count":0,"area":null},{"id":"2407.14573","title":"Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization","created":"2024-07-21","cited_by_count":0,"area":null},{"id":"2408.02949","title":"Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps","created":"2024-08-06","cited_by_count":0,"area":null},{"id":"2502.07397","title":"Linear Bandits beyond Inner Product Spaces, the case of Bandit Optimal Transport","created":"2025-02-11","cited_by_count":0,"area":null},{"id":"2507.16569","title":"Families of Optimal Transport Kernels for Cell Complexes","created":"2025-07-22","cited_by_count":0,"area":null},{"id":"2509.14722","title":"Towards Pre-trained Graph Condensation via Optimal Transport","created":"2025-09-18","cited_by_count":0,"area":null},{"id":"2605.28488","title":"Bridging Maximum Likelihood and Optimal Transport for Efficient Inference and Model Selection in Stochastic Block Models","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2609.32824","title":"Unlocking Geodesic Gromov-Wasserstein Distances for 3D Modeling","created":"2026-09-26","cited_by_count":0,"area":null}],"next_cursor":null}