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Sinkhorn Distances: Lightspeed Computation of Optimal Transportation
  Distances

Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances

Neural Information Processing Systems (NeurIPS), 2013
4 June 2013
Marco Cuturi
    OT
ArXiv (abs)PDFHTML

Papers citing "Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances"

50 / 2,286 papers shown
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
Zhiyu Wang
Bingxin Zhou
Jing Wang
Yang Tan
Weishu Zhao
Pietro Lio
Liang Hong
OT
160
2
0
10 Apr 2026
ReBaPL: Repulsive Bayesian Prompt Learning
ReBaPL: Repulsive Bayesian Prompt Learning
Yassir Bendou
Omar Ezzahir
Eduardo Fernandes Montesuma
Gabriel Mahuas
Victoria Shevchenko
Mike Gartrell
OffRL
289
0
0
30 Mar 2026
BalLOT: Balanced $k$-means clustering with optimal transport
BalLOT: Balanced kkk-means clustering with optimal transport
Wenyan Luo
Dustin G. Mixon
OT
203
0
0
05 Dec 2025
One-Step Diffusion Samplers via Self-Distillation and Deterministic Flow
One-Step Diffusion Samplers via Self-Distillation and Deterministic Flow
Pascal Jutras-Dubé
Jiaru Zhang
Ziran Wang
Ruqi Zhang
112
0
0
04 Dec 2025
ClusterStyle: Modeling Intra-Style Diversity with Prototypical Clustering for Stylized Motion Generation
ClusterStyle: Modeling Intra-Style Diversity with Prototypical Clustering for Stylized Motion Generation
Kerui Chen
Jianrong Zhang
Ming Li
Zhonglong Zheng
Hehe Fan
155
1
0
02 Dec 2025
DiG-Flow: Discrepancy-Guided Flow Matching for Robust VLA Models
DiG-Flow: Discrepancy-Guided Flow Matching for Robust VLA Models
Wanpeng Zhang
Ye Wang
Hao Luo
Haoqi Yuan
Yicheng Feng
Sipeng Zheng
Qin Jin
Zongqing Lu
236
2
0
01 Dec 2025
Hierarchical Semantic Alignment for Image Clustering
Hierarchical Semantic Alignment for Image Clustering
Xingyu Zhu
B. Zhu
Yunfan Li
Junfeng Fang
Shuo Wang
Kesen Zhao
Hanwang Zhang
118
5
0
30 Nov 2025
Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
Xiao Cui
Yulei Qin
Wengang Zhou
Hongsheng Li
Houqiang Li
DDOT
290
2
0
29 Nov 2025
SD-CGAN: Conditional Sinkhorn Divergence GAN for DDoS Anomaly Detection in IoT Networks
SD-CGAN: Conditional Sinkhorn Divergence GAN for DDoS Anomaly Detection in IoT Networks
Henry Onyeka
Emmanuel Samson
Liang Hong
Tariqul Islam
Imtiaz Ahmed
Kamrul Hasan
85
0
0
28 Nov 2025
Freeze, Diffuse, Decode: Geometry-Aware Adaptation of Pretrained Transformer Embeddings for Antimicrobial Peptide Design
Freeze, Diffuse, Decode: Geometry-Aware Adaptation of Pretrained Transformer Embeddings for Antimicrobial Peptide Design
Pankhil Gawade
Adam Izdebski
Myriam Lizotte
Kevin R. Moon
Jake S. Rhodes
Guy Wolf
Ewa Szczurek
AI4CE
196
0
0
28 Nov 2025
CORGI: GNNs with Convolutional Residual Global Interactions for Lagrangian Simulation
CORGI: GNNs with Convolutional Residual Global Interactions for Lagrangian Simulation
Ethan Ji
Yuanzhou Chen
Arush Ramteke
Fang Sun
Tianrun Yu
Jai Parera
Wei Wang
Yizhou Sun
221
0
0
28 Nov 2025
Vision Bridge Transformer at Scale
Vision Bridge Transformer at Scale
Zhenxiong Tan
Zeqing Wang
Xingyi Yang
Songhua Liu
Xinchao Wang
DiffM
141
0
0
28 Nov 2025
Beyond Accuracy: An Empirical Study of Uncertainty Estimation in Imputation
Beyond Accuracy: An Empirical Study of Uncertainty Estimation in Imputation
Zarin Tahia Hossain
Mostafa Milani
210
1
0
26 Nov 2025
Supervise Less, See More: Training-free Nuclear Instance Segmentation with Prototype-Guided Prompting
Supervise Less, See More: Training-free Nuclear Instance Segmentation with Prototype-Guided Prompting
Wen Zhang
Qin Ren
Wenjing Liu
Haibin Ling
Chenyu You
MedImVLM
477
1
0
25 Nov 2025
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport
Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport
Z. Pan
Zhikang Chen
Ding Li
Min Zhang
Sen Cui
...
Yi Yang
Deheng Ye
Yu Zhang
T. Zhu
Tianling Ren
MoMeCLLFedML
378
0
0
24 Nov 2025
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
Xinran Liu
Elaheh Akbari
Rocio Diaz Martin
Navid Naderializadeh
Soheil Kolouri
OT
535
0
0
24 Nov 2025
Structured Matching via Cost-Regularized Unbalanced Optimal Transport
Structured Matching via Cost-Regularized Unbalanced Optimal Transport
Emanuele Pardini
Katerina Papagiannouli
OT
343
0
0
24 Nov 2025
Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection
Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection
Hong-Hanh Nguyen-Le
Van-Tuan Tran
Dinh-Thuc Nguyen
Nhien-An Le-Khac
168
0
0
23 Nov 2025
Together, Then Apart: Revisiting Multimodal Survival Analysis via a Min-Max Perspective
Together, Then Apart: Revisiting Multimodal Survival Analysis via a Min-Max Perspective
Wenjing Liu
Qin Ren
Wen Zhang
Yuewei Lin
Chenyu You
116
1
0
22 Nov 2025
Quantifying Modality Contributions via Disentangling Multimodal Representations
Quantifying Modality Contributions via Disentangling Multimodal Representations
Padegal Amit
Omkar Mahesh Kashyap
Namitha Rayasam
Nidhi Shekhar
Surabhi Narayan
150
0
0
22 Nov 2025
The Joint Gromov Wasserstein Objective for Multiple Object Matching
The Joint Gromov Wasserstein Objective for Multiple Object Matching
Aryan Tajmir Riahi
Khanh Dao Duc
233
0
0
21 Nov 2025
DetailSemNet: Elevating Signature Verification through Detail-Semantic Integration
DetailSemNet: Elevating Signature Verification through Detail-Semantic IntegrationEuropean Conference on Computer Vision (ECCV), 2025
Meng-Cheng Shih
Tsai-Ling Huang
Yu-Heng Shih
Hong-Han Shuai
Hsuan-Tung Liu
Yi-Ren Yeh
Ching-Chun Huang
225
3
0
20 Nov 2025
Particle Monte Carlo methods for Lattice Field Theory
Particle Monte Carlo methods for Lattice Field Theory
David Yallup
157
1
0
19 Nov 2025
Beyond Uncertainty Sets: Leveraging Optimal Transport to Extend Conformal Predictive Distribution to Multivariate Settings
Beyond Uncertainty Sets: Leveraging Optimal Transport to Extend Conformal Predictive Distribution to Multivariate Settings
Eugene Ndiaye
239
1
0
19 Nov 2025
Text2Loc++: Generalizing 3D Point Cloud Localization from Natural Language
Text2Loc++: Generalizing 3D Point Cloud Localization from Natural Language
Yan Xia
Letian Shi
Yilin Di
João F. Henriques
Daniel Cremers
3DPC
202
0
0
19 Nov 2025
A2GC: Asymmetric Aggregation with Geometric Constraints for Locally Aggregated Descriptors
A2GC: Asymmetric Aggregation with Geometric Constraints for Locally Aggregated Descriptors
Zhenyu Li
Tianyi Shang
187
2
0
18 Nov 2025
FUSE: A Flow-based Mapping Between Shapes
FUSE: A Flow-based Mapping Between Shapes
Lorenzo Olearo
Giulio Viganò
Daniele Baieri
Filippo Maggioli
Simone Melzi
AI4CE
265
0
0
17 Nov 2025
Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges
Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges
Changxi Chi
Yufei Huang
Jun Xia
Jiangbin Zheng
Yunfan Liu
Z. Zang
Stan Z. Li
OT
387
0
0
17 Nov 2025
Toward bilipshiz geometric models
Toward bilipshiz geometric models
Yonatan Sverdlov
Eitan Rosen
Nadav Dym
3DPC
175
1
0
13 Nov 2025
Robust Backdoor Removal by Reconstructing Trigger-Activated Changes in Latent Representation
Robust Backdoor Removal by Reconstructing Trigger-Activated Changes in Latent Representation
Kazuki Iwahana
Yusuke Yamasaki
Akira Ito
Takayuki Miura
Toshiki Shibahara
AAML
296
5
0
12 Nov 2025
Selective Sinkhorn Routing for Improved Sparse Mixture of Experts
Selective Sinkhorn Routing for Improved Sparse Mixture of Experts
Duc Nguyen
Huu Binh Ta
Nhuan Le Duc
T. Nguyen
T. Tran
MoE
522
0
0
12 Nov 2025
A Closed-Form Framework for Schrödinger Bridges Between Arbitrary Densities
A Closed-Form Framework for Schrödinger Bridges Between Arbitrary Densities
Hanwen Huang
DiffM
259
0
0
11 Nov 2025
An Information-Minimal Geometry for Qubit-Efficient Optimization
An Information-Minimal Geometry for Qubit-Efficient Optimization
Gordon Ma
Dimitris G. Angelakis
135
0
0
11 Nov 2025
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2025
Zhenfeng Zhuang
Fangyu Zhou
Liansheng Wang
111
1
0
11 Nov 2025
Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance
Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance
Kwanyoung Kim
DiffM
271
1
0
10 Nov 2025
SiamMM: A Mixture Model Perspective on Deep Unsupervised Learning
SiamMM: A Mixture Model Perspective on Deep Unsupervised Learning
Xiaodong Wang
Jing Huang
Kevin J. Liang
SSL
536
0
0
07 Nov 2025
Addressing divergent representations from causal interventions on neural networks
Addressing divergent representations from causal interventions on neural networks
Satchel Grant
Simon Jerome Han
Alexa R. Tartaglini
Christopher Potts
CML
547
1
0
06 Nov 2025
ESA: Energy-Based Shot Assembly Optimization for Automatic Video Editing
ESA: Energy-Based Shot Assembly Optimization for Automatic Video Editing
Yaosen Chen
Wei Wang
Tianheng Zheng
Xuming Wen
Han Yang
Yanru Zhang
DiffMVGen
298
2
0
04 Nov 2025
Fractional Diffusion Bridge Models
Fractional Diffusion Bridge Models
Gabriel Nobis
Maximilian Springenberg
Arina Belova
Rembert Daems
Christoph Knochenhauer
Manfred Opper
Tolga Birdal
Wojciech Samek
DiffM
194
0
0
03 Nov 2025
CAT-ID$^2$: Category-Tree Integrated Document Identifier Learning for Generative Retrieval In E-commerce
CAT-ID2^22: Category-Tree Integrated Document Identifier Learning for Generative Retrieval In E-commerce
Xiaoyu Liu
Fuwei Zhang
Yiqing Wu
Xinyu Jia
Zenghua Xia
Fuzhen Zhuang
Zhao Zhang
Fei Jiang
Wei Lin
VLM
298
3
0
03 Nov 2025
Decreasing Entropic Regularization Averaged Gradient for Semi-Discrete Optimal Transport
Decreasing Entropic Regularization Averaged Gradient for Semi-Discrete Optimal Transport
Ferdinand Genans
Antoine Godichon-Baggioni
François-Xavier Vialard
Olivier Wintenberger
168
0
0
31 Oct 2025
Generalized Sobolev IPM for Graph-Based Measures
Generalized Sobolev IPM for Graph-Based Measures
Tam Le
Truyen V. Nguyen
H. Hino
Kenji Fukumizu
147
0
0
29 Oct 2025
PyDPF: A Python Package for Differentiable Particle Filtering
PyDPF: A Python Package for Differentiable Particle Filtering
John-Joseph Brady
Benjamin Cox
Victor Elvira
Yunpeng Li
233
1
0
29 Oct 2025
Mechanistic Interpretability of RNNs emulating Hidden Markov Models
Mechanistic Interpretability of RNNs emulating Hidden Markov Models
Elia Torre
Michele Viscione
Lucas Pompe
Benjamin F Grewe
Valerio Mante
AI4CE
175
0
0
29 Oct 2025
Enhancing CLIP Robustness via Cross-Modality Alignment
Enhancing CLIP Robustness via Cross-Modality Alignment
Xingyu Zhu
B. Zhu
Shuo Wang
Kesen Zhao
Hanwang Zhang
VLM
324
9
0
28 Oct 2025
Charting the Design Space of Neural Graph Representations for Subgraph Matching
Charting the Design Space of Neural Graph Representations for Subgraph MatchingInternational Conference on Learning Representations (ICLR), 2025
Vaibhav Raj
Indradyumna Roy
Ashwin Ramachandran
Soumen Chakrabarti
A. De
179
3
0
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Coupled Flow Matching
Coupled Flow Matching
Wenxi Cai
Yuheng Wang
Naichen Shi
171
0
0
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A Novel Framework for Multi-Modal Protein Representation Learning
A Novel Framework for Multi-Modal Protein Representation Learning
Runjie Zheng
Zhen Wang
Anjie Qiao
Jiancong Xie
Jiahua Rao
Yuedong Yang
137
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Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph RetrievalNeural Information Processing Systems (NeurIPS), 2025
Ashwin Ramachandran
Vaibhav Raj
Indrayumna Roy
Soumen Chakrabarti
A. De
171
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Contextual Tokenization for Graph Inverted Indices
Contextual Tokenization for Graph Inverted Indices
Pritish Chakraborty
Indradyumna Roy
Soumen Chakrabarti
A. De
272
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