AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings

20 May 2025

Papers citing "AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings"

29 / 29 papers shown

Title
Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis J. N. Han Jinlai Liu Yi Jiang Bin Yan Yuqi Zhang Zehuan Yuan Bingyue Peng Xiaobing Liu 87 48 0 05 Dec 2024
ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map Yilin Ye Shishi Xiao Xingchen Zeng Wei Zeng 88 3 0 17 Jul 2024
Learning Multi-dimensional Human Preference for Text-to-Image Generation Sixian Zhang Bohan Wang Junqiang Wu Yan Li Yan Li Di Zhang Zhongyuan Wang EGVM 66 31 0 23 May 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 65 44 0 28 Apr 2024
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis Xiaoshi Wu Yiming Hao Keqiang Sun Yixiong Chen Feng Zhu Rui Zhao Hongsheng Li 69 274 0 15 Jun 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings Zijie J. Wang Fred Hohman Duen Horng Chau 51 21 0 15 Jun 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 185 375 0 02 May 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation Jiazheng Xu Xiao Liu Yuchen Wu Yuxuan Tong Qinkai Li Ming Ding Jie Tang Yuxiao Dong 84 360 0 12 Apr 2023
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference Xiaoshi Wu Keqiang Sun Feng Zhu Rui Zhao Hongsheng Li 46 147 0 25 Mar 2023
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code Shuyan Zhou Uri Alon Sumit Agarwal Graham Neubig ELM ALM 57 108 0 10 Feb 2023
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 69 295 0 26 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 123 3,355 0 16 Oct 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 158 1,089 0 22 Jun 2022
From $t$ -SNE to UMAP with contrastive learning Sebastian Damrich Jan Niklas Böhm Fred Hamprecht D. Kobak SSL 70 22 0 03 Jun 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 276 6,768 0 13 Apr 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Weixin Liang Yuhui Zhang Yongchan Kwon Serena Yeung James Zou VLM 80 403 0 03 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 261 15,081 0 20 Dec 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 80 1,512 0 18 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 673 28,659 0 26 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 390 3,778 0 11 Feb 2021
Perplexity-free Parametric t-SNE Francesco Crecchi Cyril de Bodt M. Verleysen J. Lee D. Bacciu 11 9 0 03 Oct 2020
Parametric UMAP embeddings for representation and semi-supervised learning Tim Sainburg Leland McInnes T. Gentner 41 222 0 27 Sep 2020
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 113 9,312 0 09 Feb 2018
Visualizing the Loss Landscape of Neural Nets Hao Li Zheng Xu Gavin Taylor Christoph Studer Tom Goldstein 232 1,873 0 28 Dec 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 368 8,999 0 10 Jun 2016
Deep Multimodal Semantic Embeddings for Speech and Images David Harwath James R. Glass 32 156 0 11 Nov 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 249 43,290 0 01 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 296 33,445 0 16 Oct 2013
Manifold Learning: The Price of Normalization Y. Goldberg Alon Zakai D. Kushnir Yaácov Ritov 62 95 0 16 Jun 2008