Unsupervised Alignment of Embeddings with Wasserstein Procrustes

29 May 2018

Papers citing "Unsupervised Alignment of Embeddings with Wasserstein Procrustes"

49 / 49 papers shown

Title
Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search Yuanmin Tang Daling Wang Keke Gai Wenfang Wu Yifei Zhang Gang Xiong Qi Wu 34 4 0 28 Sep 2023
Partial Transport for Point-Cloud Registration Yikun Bai Huy Tran S. Damelin Soheil Kolouri 3DPC OT 40 1 0 27 Sep 2023
Extracting Text Representations for Terms and Phrases in Technical Domains Francesco Fusco Diego Antognini 35 0 0 25 May 2023
Discovering Universal Geometry in Embeddings with ICA Hiroaki Yamagiwa Momose Oyama Hidetoshi Shimodaira 31 15 0 22 May 2023
Black Box Few-Shot Adaptation for Vision-Language models Yassine Ouali Adrian Bulat Brais Martínez Georgios Tzimiropoulos VLM 39 31 0 04 Apr 2023
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem Xavier Aramayo Carrasco Maksim Nekrashevich Petr Mokrov Evgeny Burnaev Alexander Korotin OT 45 5 0 10 Mar 2023
TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection Linhao Zhang Li Jin Xian Sun Guangluan Xu Zequn Zhang Xiaoyu Li Nayu Liu Qing Liu Shiyao Yan 41 7 0 27 Feb 2023
Personalised Federated Learning On Heterogeneous Feature Spaces A. Rakotomamonjy Maxime Vono H. M. Ruiz L. Ralaivola FedML 20 8 0 26 Jan 2023
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces Prince Osei Aboagye Yan Zheng Michael Yeh Junpeng Wang Zhongfang Zhuang Huiyuan Chen Liang Wang Wei Zhang J. M. Phillips OT 17 4 0 05 Dec 2022
Unbalanced Optimal Transport, from Theory to Numerics Thibault Séjourné Gabriel Peyré Franccois-Xavier Vialard OT 30 48 0 16 Nov 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 34 10 0 30 Oct 2022
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport Kelly Marchisio Ali Saad-Eldin Kevin Duh Carey Priebe Philipp Koehn OT 35 7 0 25 Oct 2022
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment Tuan Dinh Jy-yong Sohn Shashank Rajput Timothy Ossowski Yifei Ming Junjie Hu Dimitris Papailiopoulos Kangwook Lee 28 0 0 23 May 2022
Algorithms for Weak Optimal Transport with an Application to Economics Franccois-Pierre Paty Philippe Choné F. Kramarz OT 18 2 0 19 May 2022
An improved central limit theorem and fast convergence rates for entropic transportation costs E. del Barrio Alberto González Sanz Jean-Michel Loubes Jonathan Niles-Weed OT 34 32 0 19 Apr 2022
Unsupervised Alignment of Distributional Word Embeddings Aissatou Diallo Johannes Fürnkranz 31 0 0 09 Mar 2022
Regularization for Shuffled Data Problems via Exponential Family Priors on the Permutation Group Zhenbang Wang E. Ben-David M. Slawski 24 3 0 02 Nov 2021
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces Kelly Marchisio Youngser Park Ali Saad-Eldin A. Alyakin Kevin Duh Carey Priebe Philipp Koehn 32 4 0 26 Sep 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 26 4 0 09 Sep 2021
Entropic Gromov-Wasserstein between Gaussian Distributions Khang Le Dung D. Le Huy Nguyen Dat Do Tung Pham Nhat Ho OT 26 18 0 24 Aug 2021
Re-evaluating Word Mover's Distance Ryoma Sato M. Yamada H. Kashima 36 23 0 30 May 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora Zi-Yi Dou Graham Neubig 98 258 0 20 Jan 2021
Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring Aitor Ormazabal Mikel Artetxe Aitor Soroa Etxabe Gorka Labaka Eneko Agirre 61 11 0 31 Dec 2020
Optimal Transport-based Coverage Control for Swarm Robot Systems: Generalization of the Voronoi Tessellation-based Method Daisuke Inoue Yuji Ito H. Yoshida OT 14 28 0 16 Nov 2020
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation Thibault Séjourné François-Xavier Vialard Gabriel Peyré OT 30 68 0 09 Sep 2020
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning Guillem Ramírez Rumen Dangovski Preslav Nakov M. Soljavcić 22 8 0 18 Jul 2020
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval Mark Hamilton Stephanie Fu Mindren Lu Johnny Bui Darius Bopp ... Margaret Wang Marina Rogers Lei Zhang Chris Hoder William T. Freeman 32 3 0 14 Jul 2020
Filtered Inner Product Projection for Crosslingual Embedding Alignment Vin Sachidananda Ziyi Yang Chenguang Zhu 30 1 0 05 Jun 2020
CONE-Align: Consistent Network Alignment with Proximity-Preserving Node Embedding Xiyuan Chen Mark Heimann Fatemeh Vahedian Danai Koutra 3DPC 26 5 0 10 May 2020
Regularized Optimal Transport is Ground Cost Adversarial Franccois-Pierre Paty Marco Cuturi OT AAML OOD 41 29 0 10 Feb 2020
CO-Optimal Transport Ivegen Redko Titouan Vayer Rémi Flamary Nicolas Courty OT 14 64 0 10 Feb 2020
Fast and Robust Comparison of Probability Measures in Heterogeneous Spaces Ryoma Sato Marco Cuturi M. Yamada H. Kashima 62 23 0 05 Feb 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter Jiale Han Kshitij Jain B. Cheng Pascal Poupart Xu Wang 28 25 0 28 Jan 2020
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency Ziv Goldfeld Kristjan Greenewald OT 33 39 0 24 Jan 2020
Learning transport cost from subset correspondence Ruishan Liu Akshay Balsubramani James Zou OT 24 14 0 29 Sep 2019
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 25 102 0 16 Sep 2019
Unsupervised Text Summarization via Mixed Model Back-Translation Yacine Jernite 38 2 0 22 Aug 2019
Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem Gonzalo E. Mena Jonathan Niles-Weed OT 8 163 0 28 May 2019
Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport François-Pierre Paty Alexandre d’Aspremont Marco Cuturi OT 31 31 0 26 May 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 29 28 0 14 May 2019
When Deep Learning Met Code Search J. Cambronero Hongyu Li Seohyun Kim Koushik Sen S. Chandra CLIP 35 218 0 09 May 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 39 208 0 25 Feb 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding Hongteng Xu Dixin Luo H. Zha Lawrence Carin 30 255 0 17 Jan 2019
Unsupervised Multimodal Representation Learning across Medical Images and Reports T. Hsu W. Weng Willie Boag Matthew B. A. McDermott Peter Szolovits SSL 25 35 0 21 Nov 2018
Unsupervised Hyperalignment for Multilingual Word Embeddings J. Alaux Edouard Grave Marco Cuturi Armand Joulin 27 70 0 02 Nov 2018
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach Pratik Jawanpuria Arjun Balgovind Anoop Kunchukuttan Bamdev Mishra 26 77 0 27 Aug 2018
Towards Optimal Transport with Global Invariances David Alvarez-Melis Stefanie Jegelka Tommi Jaakkola OT 29 71 0 25 Jun 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin Piotr Bojanowski Tomáš Mikolov Hervé Jégou Edouard Grave 12 306 0 20 Apr 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017