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UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

Papers citing "UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction"

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Title
Investigation of chemical structure recognition by encoder-decoder models in learning progress Katsuhisa Morita T. Mizuno Hiroyuki Kusuhara 72 9 0 24 Oct 2022
Manifold Alignment with Label Information Andres F. Duque Myriam Lizotte Guy Wolf Kevin R. Moon 43 2 0 23 Oct 2022
Functional Indirection Neural Estimator for Better Out-of-distribution Generalization K. Pham Hung Le Man Ngo T. Tran OODD 68 1 0 23 Oct 2022
NeuroMapper: In-browser Visualizer for Neural Network Training Zhiyan Zhou Kevin Wenliang Li Haekyu Park Megan Dass Austin P. Wright Nilaksh Das Duen Horng Chau 3DH 84 2 0 22 Oct 2022
Faster and more diverse de novo molecular optimization with double-loop reinforcement learning using augmented SMILES E. Bjerrum Christian Margreitter Thomas Blaschke Raquel Lopez-Rios de Castro 93 12 0 22 Oct 2022
Design a Sustainable Micro-mobility Future: Trends and Challenges in the United States and European Union Using Natural Language Processing Techniques Lilit Avetisyan Chengxin Zhang Sue Bai Ehsan Moradi-Pari Fred Feng Shan Bao Feng Zhou 42 0 0 21 Oct 2022
Does Learning from Decentralized Non-IID Unlabeled Data Benefit from Self Supervision? Lirui Wang Kai Zhang Yunzhu Li Yonglong Tian Russ Tedrake 100 17 0 20 Oct 2022
Unsupervised visualization of image datasets using contrastive learning Jan Boehm Philipp Berens D. Kobak SSL 124 17 0 18 Oct 2022
No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective A. Heydari N. Rezaei Daniel J. McDuff Javier L. Prieto 64 0 0 18 Oct 2022
Self-Supervised Learning Through Efference Copies Franz Scherr Qinghai Guo Timoleon Moraitis 76 11 0 17 Oct 2022
Transformer-based dimensionality reduction Ruisheng Ran Tianyu Gao Bin Fang MedIm 66 3 0 15 Oct 2022
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks Sishuo Chen Wenkai Yang Zhiyuan Zhang Xiaohan Bi Xu Sun SILM AAML 80 26 0 14 Oct 2022
Behavioral graph fraud detection in E-commerce Hang Yin Zitao Zhang Zhurong Wang Yilmazcan Ozyurt Weiming Liang Wenyu Dong Yang Zhao Yinan Shan 18 1 0 13 Oct 2022
Scalability in Visualization Gaëlle Richer A. Pister Moataz Abdelaal Jean-Daniel Fekete Michael Sedlmair Daniel Weiskopf 42 22 0 12 Oct 2022
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis Wojciech Pra.zuch Aleksandra Suwalska M. Socha J. Tobiasz P. Foszner ... Barbara Gizycka E. Szurowska POLCOVID Study Group M. Marczyk Joanna Polańska 57 1 0 11 Oct 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail Samy Ayed Edwige Cyffers Felix Grimberg Chaoyang He ... Sai Praneeth Karimireddy Marco Lorenzi Giovanni Neglia Marc Tommasi M. Andreux FedML 133 159 0 10 Oct 2022
ParaDime: A Framework for Parametric Dimensionality Reduction A. Hinterreiter Christina Humer Bernhard Kainz M. Streit 51 6 0 10 Oct 2022
Revealing Patient-Reported Experiences in Healthcare from Social Media using the DAPMAV Framework Curtis Murray Lewis Mitchell Simon Jonathan Tuke Mark Mackay 52 1 0 09 Oct 2022
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models Omiros Pantazis Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha VLM 84 42 0 07 Oct 2022
Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data Malikeh Ehghaghi Frank Rudzicz Jekaterina Novikova 69 5 0 07 Oct 2022
SimPer: Simple Self-Supervised Learning of Periodic Targets Yuzhe Yang Xin Liu Jiang Wu Silviu Borac Dina Katabi M. Poh Daniel J. McDuff 115 47 0 06 Oct 2022
Making Your First Choice: To Address Cold Start Problem in Vision Active Learning Liangyu Chen Yutong Bai Siyu Huang Yongyi Lu Bihan Wen Alan Yuille Zongwei Zhou 66 24 0 05 Oct 2022
Using Full-Text Content to Characterize and Identify Best Seller Books Giovana D. da Silva F. N. Silva Henrique F. de Arruda Bárbara C. e Souza L. D. F. Costa D. R. Amancio 46 1 0 05 Oct 2022
Rank-N-Contrast: Learning Continuous Representations for Regression Kaiwen Zha Peng Cao Jeany Son Yuzhe Yang Dina Katabi CML 145 43 0 03 Oct 2022
Topological Singularity Detection at Multiple Scales Julius von Rohrscheidt Bastian Rieck 99 10 0 30 Sep 2022
Protein structure generation via folding diffusion Kevin E. Wu Kevin Kaichuang Yang Rianne van den Berg James Zou Alex X. Lu Ava P. Amini DiffM 126 208 0 30 Sep 2022
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks Mahdi Morafah Saeed Vahidian Chong Chen M. Shah Bill Lin FedML 97 54 0 30 Sep 2022
Holographic-(V)AE: an end-to-end SO(3)-Equivariant (Variational) Autoencoder in Fourier Space Gian Marco Visani Michael N. Pun Arman Angaji Armita Nourmohammad BDL 54 3 0 30 Sep 2022
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics Christopher Kuenneth R. Ramprasad 101 113 0 29 Sep 2022
DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body A. Chiappa Alessandro Marin Vargas Alexander Mathis 71 10 0 28 Sep 2022
Efficient block contrastive learning via parameter-free meta-node approximation Gayan K. Kulatilleke Marius Portmann Shekhar S. Chandra 83 3 0 28 Sep 2022
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 72 14 0 26 Sep 2022
Hebbian Deep Learning Without Feedback Adrien Journé Hector Garcia Rodriguez Qinghai Guo Timoleon Moraitis AAML 91 54 0 23 Sep 2022
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids Christoph Balada Max Bondorf Sheraz Ahmed Andreas Dengel M. Zdrallek 21 0 0 23 Sep 2022
Incorporation of Human Knowledge into Data Embeddings to Improve Pattern Significance and Interpretability Jie Li Chunting Zhou 76 9 0 23 Sep 2022
Colonoscopy Landmark Detection using Vision Transformers Aniruddha Tamhane Tseéla Mida Erez Posner Moshe Bouhnik ViT MedIm 92 5 0 22 Sep 2022
Learning Disentangled Representations for Natural Language Definitions Danilo S. Carvalho Giangiacomo Mercatali Yingji Zhang André Freitas CoGe DRL 93 8 0 22 Sep 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 150 29 0 21 Sep 2022
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces Saeed Vahidian Mahdi Morafah Weijia Wang Vyacheslav Kungurtsev Chong Chen M. Shah Bill Lin FedML 109 53 0 21 Sep 2022
Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Tobias Kalb Björn Mauthe Jürgen Beyerer CLL 69 13 0 20 Sep 2022
Industrial Data Science for Batch Manufacturing Processes Imanol Arzac-Garmendia Mattia Vallerio Carlos Pérez-Galván Francisco J. Navarro-Brull 94 1 0 20 Sep 2022
Efficient Deep Clustering of Human Activities and How to Improve Evaluation Louis Mahon Thomas Lukasiewicz HAI 50 4 0 17 Sep 2022
Noise transfer for unsupervised domain adaptation of retinal OCT images Valentin Koch Olle Holmberg H. Spitzer Johannes Schiefelbein B. Asani Michael Hafner Fabian J. Theis 124 11 0 16 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 124 37 0 16 Sep 2022
Cluster-based multidimensional scaling embedding tool for data visualization Patricia Hernández-León M. A. Caro 91 6 0 14 Sep 2022
Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance Maciej Śliwowski Matthieu Martin Antoine Souloumiac P. Blanchart T. Aksenova 59 7 0 08 Sep 2022
Dimensionality Reduction using Elastic Measures J. Derek Tucker Matthew T. Martinez Jose M. Laborde 44 1 0 07 Sep 2022
Opening the black-box of Neighbor Embedding with Hotelling's T2 statistic and Q-residuals R. Rainer Michael Mayr Johannes Himmelbauer Ramin Nikzad‐Langerodi 58 4 0 05 Sep 2022
ChemBERTa-2: Towards Chemical Foundation Models Walid Ahmad Elana Simon Seyone Chithrananda Gabriel Grand Bharath Ramsundar AI4CE 68 143 0 05 Sep 2022
BinImg2Vec: Augmenting Malware Binary Image Classification with Data2Vec Joon Sern Lee Kai Keng Tay Zong Fu Chua 15 2 0 02 Sep 2022