Assessing Generative Models via Precision and Recall

31 May 2018

Olivier Bachem

Papers citing "Assessing Generative Models via Precision and Recall"

50 / 346 papers shown

Title
Stylus: Automatic Adapter Selection for Diffusion Models Michael Luo Justin Wong Brandon Trabucco Yanping Huang Joseph E. Gonzalez Zhifeng Chen Ruslan Salakhutdinov Ion Stoica DiffM 43 6 0 29 Apr 2024
On the Content Bias in Fréchet Video Distance Jason S. Hoffman Aniruddha Mahapatra Gaurav Parmar Jun-Yan Zhu Jia-Bin Huang EGVM 50 15 0 18 Apr 2024
MAD Speech: Measures of Acoustic Diversity of Speech Matthieu Futeral A. Agostinelli Marco Tagliasacchi Neil Zeghidour Eugene Kharitonov 51 1 0 16 Apr 2024
YaART: Yet Another ART Rendering Technology Sergey Kastryulin Artem Konev Alexander Shishenya Eugene Lyapustin Artem Khurshudov ... Dmitrii Kornilov Mikhail Romanov Artem Babenko Sergei Ovcharenko Valentin Khrulkov EGVM 35 1 0 08 Apr 2024
InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion Jihyun Lee Shunsuke Saito Giljoo Nam Minhyuk Sung Tae-Kyun Kim 45 11 0 26 Mar 2024
Iso-Diffusion: Improving Diffusion Probabilistic Models Using the Isotropy of the Additive Gaussian Noise Dilum Fernando Dhananjaya Jayasundara R. Godaliyadda W. G. C. Bandara Parakrama B. Ekanayake V. Herath DiffM 22 0 0 25 Mar 2024
Enhancing Fingerprint Image Synthesis with GANs, Diffusion Models, and Style Transfer Techniques W. Tang D. Figueroa D. Liu K. Johnsson A. Sopasakis DiffM 22 3 0 20 Mar 2024
A conditional latent autoregressive recurrent model for generation and forecasting of beam dynamics in particle accelerators M. Rautela Alan Williams A. Scheinker 52 4 0 19 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Label-Noise Robust Diffusion Models Byeonghu Na Yeongmin Kim Heesun Bae Jung Hyun Lee Seho Kwon Wanmo Kang Il-Chul Moon NoLa DiffM 50 8 0 27 Feb 2024
An Interpretable Evaluation of Entropy-based Novelty of Generative Models Jingwei Zhang Cheuk Ting Li Farzan Farnia EGVM 32 6 0 27 Feb 2024
GEM3D: GEnerative Medial Abstractions for 3D Shape Synthesis Dmitry Petrov Pradyumn Goyal Vikas Thamizharasan Vladimir G. Kim Matheus Gadelha Melinos Averkiou S. Chaudhuri E. Kalogerakis 3DH DiffM MedIm 49 9 0 26 Feb 2024
Generative AI in Vision: A Survey on Models, Metrics and Applications Gaurav Raut Apoorv Singh VLM MedIm 43 6 0 26 Feb 2024
Seamless Human Motion Composition with Blended Positional Encodings Germán Barquero Sergio Escalera Cristina Palmero DiffM 39 28 0 23 Feb 2024
Intriguing Properties of Modern GANs Roy Friedman Yair Weiss 36 0 0 21 Feb 2024
Improving Deep Generative Models on Many-To-One Image-to-Image Translation Sagar Saxena Mohammad Nayeem Teli GAN DiffM VLM 22 0 0 19 Feb 2024
Training Class-Imbalanced Diffusion Model Via Overlap Optimization Divin Yan Lu Qi Vincent Tao Hu Ming-Hsuan Yang Meng Tang 24 5 0 16 Feb 2024
Exploring Precision and Recall to assess the quality and diversity of LLMs Florian Le Bronnec Alexandre Verine Benjamin Négrevergne Y. Chevaleyre Alexandre Allauzen 40 14 0 16 Feb 2024
ManiFPT: Defining and Analyzing Fingerprints of Generative Models Hae Jin Song Mahyar Khayatkhoei Wael AbdAlmageed 21 6 0 16 Feb 2024
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation Pablo Lemos Sammy N. Sharief Nikolay Malkin Laurence Perreault Levasseur Y. Hezaveh Laurence Perreault-Levasseur Yashar Hezaveh 23 3 0 06 Feb 2024
Idempotence and Perceptual Image Compression Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 41 15 0 17 Jan 2024
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive Yumeng Li M. Keuper Dan Zhang Anna Khoreva DiffM 43 10 0 16 Jan 2024
EraseDiff: Erasing Data Influence in Diffusion Models Jing Wu Trung Le Munawar Hayat Mehrtash Harandi DiffM 67 14 0 11 Jan 2024
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max W.F. Ku Dongfu Jiang Cong Wei Xiang Yue Wenhu Chen 24 49 0 22 Dec 2023
Adapt & Align: Continual Learning with Generative Models Latent Space Alignment Kamil Deja Bartosz Cywiñski Jan Rybarczyk Tomasz Trzciñski CLL DRL 21 0 0 21 Dec 2023
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes Nabeel Seedat Nicolas Huynh B. V. Breugel M. Schaar 20 25 0 19 Dec 2023
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions David D. Nguyen David Liebowitz Surya Nepal S. Kanhere OOD UQCV 32 0 0 18 Dec 2023
Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability Jaehui Hwang Junghyuk Lee Jong-Seok Lee EGVM 24 2 0 17 Dec 2023
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology Pedro Osório Guillermo Jiménez-Pérez Javier Montalt-Tordera Jens Hooge Guillem Duran Ballester ... Sabrina Schroeder K. Siudak Julia Vienenkoetter Bettina Lawrenz Sadegh Mohammadi MedIm 25 8 0 15 Dec 2023
Skew Probabilistic Neural Networks for Learning from Imbalanced Data Shraddha M. Naik Tanujit Chakraborty Abdenour Hadid Bibhas Chakraborty 24 0 0 10 Dec 2023
GIVT: Generative Infinite-Vocabulary Transformers Michael Tschannen Cian Eastwood Fabian Mentzer 12 34 0 04 Dec 2023
Metric Space Magnitude for Evaluating the Diversity of Latent Representations K. Limbeck R. Andreeva Rik Sarkar Bastian Alexander Rieck 22 3 0 27 Nov 2023
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space Katja Schwarz Seung Wook Kim Jun Gao Sanja Fidler Andreas Geiger Karsten Kreis 31 6 0 22 Nov 2023
On the Quantification of Image Reconstruction Uncertainty without Training Data Sirui Bi Victor Fung Jiaxin Zhang 13 1 0 16 Nov 2023
RBPGAN: Recurrent Back-Projection GAN for Video Super Resolution Marwah Sulaiman Zahraa Shehabeldin Israa Fahmy Mohammed Barakat Mohammed El-Naggar Dareen Hussein Moustafa Youssef Hesham M. Eraqi GAN 11 1 0 15 Nov 2023
Matching aggregate posteriors in the variational autoencoder Surojit Saha Sarang Joshi Ross T. Whitaker DRL 29 4 0 13 Nov 2023
TS-Diffusion: Generating Highly Complex Time Series with Diffusion Models Yangming Li DiffM AI4TS 37 5 0 06 Nov 2023
Optimal Budgeted Rejection Sampling for Generative Models Alexandre Verine Muni Sreenivas Pydi Benjamin Négrevergne Y. Chevaleyre 21 3 0 01 Nov 2023
Using Skew to Assess the Quality of GAN-generated Image Features Lorenzo Luzi Helen Jenne Ryan Murray Carlos Ortiz Marrero EGVM 19 0 0 31 Oct 2023
Generative Neural Fields by Mixtures of Neural Implicit Functions Tackgeun You Mijeong Kim Jungtaek Kim Bohyung Han DiffM 17 5 0 30 Oct 2023
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans Kyowoon Lee Seongun Kim Jaesik Choi DiffM 24 9 0 30 Oct 2023
Attribute Based Interpretable Evaluation Metrics for Generative Models Dongkyun Kim Mingi Kwon Youngjung Uh EGVM 12 2 0 26 Oct 2023
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning Amey P. Pasarkar Adji Bousso Dieng 27 11 0 19 Oct 2023
On the Distributed Evaluation of Generative Models Zixiao Wang Farzan Farnia Zhenghao Lin Yunheng Shen Bei Yu EGVM FedML 11 2 0 18 Oct 2023
EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling Siyu Ren Zhiyong Wu Kenny Q. Zhu 26 3 0 07 Oct 2023
A ModelOps-based Framework for Intelligent Medical Knowledge Extraction Hongxin Ding Peinie Zou Zhiyuan Wang Junfeng Zhao Yasha Wang Qiang Zhou 25 0 0 04 Oct 2023
On the Stability of Iterative Retraining of Generative Models on their own Data Quentin Bertrand A. Bose Alexandre Duplessis Marco Jiralerspong Gauthier Gidel 22 43 0 30 Sep 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 22 3 0 29 Sep 2023
Finite Scalar Quantization: VQ-VAE Made Simple Fabian Mentzer David C. Minnen E. Agustsson Michael Tschannen 33 150 0 27 Sep 2023
Looking through the past: better knowledge retention for generative replay in continual learning Valeriya Khan Sebastian Cygert Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski 26 7 0 18 Sep 2023