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 Adaptive Data Optimization: Dynamic Sample Selection with Scaling LawsInternational Conference on Learning Representations (ICLR), 2024 |
 SpaceMesh: A Continuous Representation for Learning Manifold Surface MeshesACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 |
 RoMo: A Robust Solver for Full-body Unlabeled Optical Motion CaptureACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 |
 FreeAugment: Data Augmentation Search Across All Degrees of FreedomEuropean Conference on Computer Vision (ECCV), 2024 |
 Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search MethodsInternational Conference on Learning Representations (ICLR), 2024 |
 Kissing to Find a Match: Efficient Low-Rank Permutation RepresentationNeural Information Processing Systems (NeurIPS), 2023 |
 Shape-Graph Matching Network (SGM-net): Registration for Statistical
Shape AnalysisIEEE International Symposium on Biomedical Imaging (ISBI), 2023 |
 BayesDAG: Gradient-Based Posterior Inference for Causal DiscoveryNeural Information Processing Systems (NeurIPS), 2023 |
 Doubly Stochastic Graph-based Non-autoregressive Reaction PredictionInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 COMET: Learning Cardinality Constrained Mixture of Experts with Trees
and Local SearchKnowledge Discovery and Data Mining (KDD), 2023 |
 Differentiable Random Partition ModelsNeural Information Processing Systems (NeurIPS), 2023 |
 Scalable Optimal Transport Methods in Machine Learning: A Contemporary
SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
 Learning to Re-rank with Constrained Meta-Optimal TransportAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 |
 Compacting Binary Neural Networks by Sparse Kernel SelectionComputer Vision and Pattern Recognition (CVPR), 2023 |
 CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained
or NotComputer Vision and Pattern Recognition (CVPR), 2023 |
 Fast, Differentiable and Sparse Top-k: a Convex Analysis PerspectiveInternational Conference on Machine Learning (ICML), 2023 |
 Backpropagation of Unrolled Solvers with Folded OptimizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Re-basin via implicit Sinkhorn differentiationComputer Vision and Pattern Recognition (CVPR), 2022 |
 Universe Points Representation Learning for Partial Multi-Graph MatchingAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Spotting Virus from Satellites: Modeling the Circulation of West Nile
Virus Through Graph Neural NetworksIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 |
 The derivatives of Sinkhorn-Knopp convergeSIAM Journal on Optimization (SIAM J. Optim.), 2022 |
 Rethinking Initialization of the Sinkhorn AlgorithmInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 A Unified Framework for Implicit Sinkhorn DifferentiationComputer Vision and Pattern Recognition (CVPR), 2022 |
 Optimizing generalized Gini indices for fairness in rankingsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 |
 Relational Surrogate Loss LearningInternational Conference on Learning Representations (ICLR), 2022 |
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 Anticipation-Free Training for Simultaneous Machine TranslationInternational Workshop on Spoken Language Translation (IWSLT), 2022 |
 SOMA: Solving Optical Marker-Based MoCap AutomaticallyIEEE International Conference on Computer Vision (ICCV), 2021 |
 From Alignment to Assignment: Frustratingly Simple Unsupervised Entity
AlignmentConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
