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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
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations Guillem Bonafos Clara Bourot Pierre Pudlo Jean-Marc Freyermuth Laurence Reboul Samuel Tronçon Arnaud Rey 37 1 0 08 Jul 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision Xintong Li Jinya Jiang Ria Dharmani Jayanth Srinivasa Gaowen Liu Jingbo Shang VLM 74 2 0 08 Jul 2024
SLIM: Spuriousness Mitigation with Minimal Human Annotations Xiwei Xuan Ziquan Deng Hsuan-Tien Lin Kwan-Liu Ma 82 4 0 08 Jul 2024
TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs Cheng Wang Xinyang Lu Szu Hui Ng Bryan Kian Hsiang Low 70 0 0 06 Jul 2024
LayerShuffle: Enhancing Robustness in Vision Transformers by Randomizing Layer Execution Order Matthias Anton Freiberger Peter Kun A. Løvlie Sebastian Risi 84 0 0 05 Jul 2024
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation Yinghua Yao Yuangang Pan Jing Li Ivor Tsang Xin Yao 162 6 0 05 Jul 2024
FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning Saandeep Aathreya Shaun J. Canavan OODD 66 0 0 03 Jul 2024
Precision at Scale: Domain-Specific Datasets On-Demand Jesús M. Rodríguez-de-Vera Imanol G. Estepa Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 87 2 0 03 Jul 2024
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets Zhihua Jin Shiyi Liu Haotian Li Xun Zhao Huamin Qu 85 4 0 03 Jul 2024
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding Krishna Kanth Nakka Ahmed Frikha Ricardo Mendes Xue Jiang Xuebing Zhou 69 10 0 03 Jul 2024
Motion Comparator: Visual Comparison of Robot Motions Yeping Wang Alexander Peseckis Zelong Jiang Michael Gleicher 89 2 0 03 Jul 2024
A Role of Environmental Complexity on Representation Learning in Deep Reinforcement Learning Agents Andrew Liu Alla Borisyuk 146 1 0 03 Jul 2024
Why do LLaVA Vision-Language Models Reply to Images in English? Musashi Hinck Carolin Holtermann Matthew Lyle Olson Florian Schneider Sungduk Yu Anahita Bhiwandiwalla Anne Lauscher Shaoyen Tseng Vasudev Lal VLM 131 7 0 02 Jul 2024
Semantically Guided Representation Learning For Action Anticipation Anxhelo Diko D. Avola Bardh Prenkaj Federico Fontana Luigi Cinque AI4TS 64 3 0 02 Jul 2024
A mathematical framework of intelligence and consciousness based on Riemannian Geometry Meng Lu AI4CE 95 0 0 02 Jul 2024
Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI Katherine A. Rosenfeld Maike Sonnewald Sonia J. Jindal Kevin A. McCarthy Joshua L. Proctor 56 0 0 27 Jun 2024
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Guilherme Penedo Hynek Kydlícek Loubna Ben Allal Anton Lozhkov Margaret Mitchell Colin Raffel Leandro von Werra Thomas Wolf 141 265 0 25 Jun 2024
A review of unsupervised learning in astronomy Sotiria Fotopoulou 90 13 0 25 Jun 2024
Toward Fairer Face Recognition Datasets Alexandre Fournier-Mongieux Michael Soumm Adrian Daniel Popescu B. Luvison Hervé Le Borgne 73 0 0 24 Jun 2024
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging Deyuan Liu Zhan Qin Han Wang Zhao Yang Zecheng Wang ... Zhao Lv Zhiying Tu Dianhui Chu Bo Li Dianbo Sui 116 2 0 24 Jun 2024
Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images Sukanya Patra Nicolas Sournac Souhaib Ben Taieb 85 1 0 23 Jun 2024
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations Lorenzo Basile Santiago Acevedo Luca Bortolussi Fabio Anselmi Alex Rodriguez 86 4 0 22 Jun 2024
MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local Explanations Parikshit Solunke Vitória Guardieiro Joao Rulff Peter Xenopoulos G. Chan Brian Barr L. G. Nonato Claudio Silva 75 3 0 21 Jun 2024
Geneverse: A collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research Tianyu Liu Yijia Xiao Xiao Luo Hua Xu W. Zheng Hongyu Zhao 85 5 0 21 Jun 2024
Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell Taiming Lu Muhan Gao Kuai Yu Adam Byerly Daniel Khashabi 111 17 0 20 Jun 2024
Jupyter Scatter: Interactive Exploration of Large-Scale Datasets Fritz Lekschas Trevor Manz 97 3 0 20 Jun 2024
Emerging-properties Mapping Using Spatial Embedding Statistics: EMUSES Chris Foulon Marcela Ovando-Tellez Lia Talozzi Maurizio Corbetta Anna Matsulevits Michel Thiebaut de Schotten 18 0 0 20 Jun 2024
CheMFi: A Multifidelity Dataset of Quantum Chemical Properties of Diverse Molecules Vivin Vinod Peter Zaspel 86 4 0 20 Jun 2024
What Teaches Robots to Walk, Teaches Them to Trade too -- Regime Adaptive Execution using Informed Data and LLMs Raeid Saqur 76 3 0 20 Jun 2024
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference Yalan Qin Chongye Guo Borong Zhang Boyuan Chen Josef Dai ... Kaile Wang Boxuan Li Sirui Han Yike Guo Yaodong Yang 95 51 0 20 Jun 2024
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images Rushikesh Zawar Shaurya Dewan Andrew F. Luo Margaret M. Henderson Michael J. Tarr Leila Wehbe VGen CoGe 76 1 0 19 Jun 2024
Image Distillation for Safe Data Sharing in Histopathology Zhe Li Bernhard Kainz DD OOD MedIm 93 5 0 19 Jun 2024
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks Dan S. Nielsen Kenneth Enevoldsen Peter Schneider-Kamp ELM 125 9 0 19 Jun 2024
Integrating Representational Gestures into Automatically Generated Embodied Explanations and its Effects on Understanding and Interaction Quality A. Robrecht Hendric Voss Lisa Gottschalk Stefan Kopp 100 1 0 18 Jun 2024
STAR: SocioTechnical Approach to Red Teaming Language Models Laura Weidinger John F. J. Mellor Bernat Guillen Pegueroles Nahema Marchal Ravin Kumar ... Mark Diaz Stevie Bergman Mikel Rodriguez Verena Rieser William S. Isaac VLM 78 7 0 17 Jun 2024
Duplicate Detection with GenAI Ian Ormesher SyDa 34 1 0 17 Jun 2024
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex Spandan Madan Will Xiao Mingran Cao Hanspeter Pfister Margaret Livingstone Gabriel Kreiman OOD 107 4 0 16 Jun 2024
Sailing in high-dimensional spaces: Low-dimensional embeddings through angle preservation Jonas Fischer Rong Ma 84 0 0 14 Jun 2024
AnimalFormer: Multimodal Vision Framework for Behavior-based Precision Livestock Farming Ahmed Qazi Taha Razzaq Asim Iqbal 58 2 0 14 Jun 2024
Assessment of Uncertainty Quantification in Universal Differential Equations Nina Schmid David Fernandes del Pozo Willem Waegeman Jan Hasenauer AI4CE 129 1 0 13 Jun 2024
MMIL: A novel algorithm for disease associated cell type discovery Erin Craig Timothy Keyes J. Sarno Maxim E. Zaslavsky Garry Nolan Kara Davis Trevor Hastie Robert Tibshirani 27 0 0 12 Jun 2024
Inductive Global and Local Manifold Approximation and Projection Jungeum Kim Tianlin Li 95 1 0 12 Jun 2024
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search T. R. Barillot Alex De Castro 63 0 0 12 Jun 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner Tiancheng Gu Kaicheng Yang Xiang An Ziyong Feng Dongnan Liu Weidong Cai Jiankang Deng VLM CLIP 105 14 0 11 Jun 2024
Beyond Trend Following: Deep Learning for Market Trend Prediction Fernando Berzal Alberto Garcia 80 0 0 10 Jun 2024
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative Asmar Nadeem Faegheh Sardari R. Dawes Syed Sameed Husain Adrian Hilton Armin Mustafa 111 4 0 10 Jun 2024
Gentle-CLIP: Exploring Aligned Semantic In Low-Quality Multimodal Data With Soft Alignment Zijia Song Z. Zang Yelin Wang Guozheng Yang Jiangbin Zheng Kaicheng Yu Wanyu Chen Stan Z. Li 77 1 0 09 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 61 2 0 09 Jun 2024
Understanding Inhibition Through Maximally Tense Images Chris Hamblin Srijani Saha Talia Konkle George Alvarez FAtt 49 0 0 08 Jun 2024
Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning Xuehui Yu Mhairi Dunion Xin Li Stefano V. Albrecht 106 2 0 07 Jun 2024