The Role of ImageNet Classes in Fréchet Inception Distance

11 March 2022

Papers citing "The Role of ImageNet Classes in Fréchet Inception Distance"

50 / 145 papers shown

Title
An Initial Exploration of Default Images in Text-to-Image Generation Hannu Simonen Atte Kiviniemi Jonas Oppenlaender VLM 9 0 0 14 May 2025
TerraFusion: Joint Generation of Terrain Geometry and Texture Using Latent Diffusion Models Kazuki Higo Toshiki Kanai Yuki Endo Yoshihiro Kanamori 22 0 0 07 May 2025
Distilling semantically aware orders for autoregressive image generation Rishav Pramanik Antoine Poupon Juan A. Rodriguez Masih Aminbeidokhti David Vazquez Christopher Pal Zhaozheng Yin M. Pedersoli 26 0 0 23 Apr 2025
SceneEval: Evaluating Semantic Coherence in Text-Conditioned 3D Indoor Scene Synthesis Hou In Ivan Tam Hou In Derek Pun Austin T. Wang Angel X. Chang Manolis Savva 57 1 0 18 Mar 2025
LLM-Safety Evaluations Lack Robustness Tim Beyer Sophie Xhonneux Simon Geisler Gauthier Gidel Leo Schwinn Stephan Günnemann ALM ELM 124 0 0 04 Mar 2025
KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio Generation Yoonjin Chung Pilsun Eu Junwon Lee Keunwoo Choi Juhan Nam Ben Sangbae Chon EGVM 57 3 0 21 Feb 2025
On the Statistical Complexity of Estimating Vendi Scores from Empirical Data Azim Ospanov Farzan Farnia 35 1 0 17 Feb 2025
MFP-VTON: Enhancing Mask-Free Person-to-Person Virtual Try-On via Diffusion Transformer Le Shen Yanting Kang Rong Huang Zhijie Wang DiffM 51 0 0 03 Feb 2025
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time Stanislav Frolov Brian B. Moser Andreas Dengel 40 2 0 08 Jan 2025
IGR: Improving Diffusion Model for Garment Restoration from Person Image Le Shen Rong Huang Zhijie Wang DiffM 89 2 0 16 Dec 2024
Coordinate In and Value Out: Training Flow Transformers in Ambient Space Yuyang Wang Anurag Ranjan J. Susskind Miguel Angel Bautista 3DPC 65 0 0 05 Dec 2024
ShapeWords: Guiding Text-to-Image Synthesis with 3D Shape-Aware Prompts Dmitry Petrov Pradyumn Goyal Divyansh Shivashok Yuanming Tao Melinos Averkiou E. Kalogerakis 66 0 0 03 Dec 2024
The Unreasonable Effectiveness of Guidance for Diffusion Models Tim Kaiser Nikolas Adaloglou M. Kollmann DiffM 28 0 0 15 Nov 2024
Conditional Vendi Score: An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative Models Mohammad Jalali Azim Ospanov Amin Gohari Farzan Farnia EGVM 29 1 0 05 Nov 2024
Visual Fourier Prompt Tuning Runjia Zeng Cheng Han Qifan Wang Chunshu Wu Tong Geng Lifu Huang Ying Nian Wu Dongfang Liu VPVLM VLM 48 6 0 02 Nov 2024
GRADE: Quantifying Sample Diversity in Text-to-Image Models Royi Rassin Aviv Slobodkin Shauli Ravfogel Yanai Elazar Yoav Goldberg 58 1 0 29 Oct 2024
Fast constrained sampling in pre-trained diffusion models Alexandros Graikos Nebojsa Jojic Dimitris Samaras DiffM 25 1 0 24 Oct 2024
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 44 4 0 19 Oct 2024
Animating the Past: Reconstruct Trilobite via Video Generation Xiaoran Wu Zien Huang Chonghan Yu VGen 47 1 0 10 Oct 2024
Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality Ge Ya Luo Gian Mario Favero Zhi Hao Luo Alexia Jolicoeur-Martineau Christopher Pal VGen 16 4 0 07 Oct 2024
Image Watermarks are Removable Using Controllable Regeneration from Clean Noise Yepeng Liu Yiren Song Hai Ci Yu Zhang Haofan Wang Mike Zheng Shou Yuheng Bu WIGM 45 3 0 07 Oct 2024
Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification Leire Benito-Del-Valle Aitor Alvarez-Gila Itziar Eguskiza C. L. Saratxaga DiffM MedIm 22 0 0 24 Sep 2024
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior Chenguo Lin Yuchen Lin Panwang Pan Xuanyang Zhang Yadong Mu 3DV 44 1 0 10 Jul 2024
VCD-Texture: Variance Alignment based 3D-2D Co-Denoising for Text-Guided Texturing Shang Liu Chaohui Yu Chenjie Cao Wen Qian Fan Wang DiffM 37 3 0 05 Jul 2024
Towards a Scalable Reference-Free Evaluation of Generative Models Azim Ospanov Jingwei Zhang Mohammad Jalali Xuenan Cao Andrej Bogdanov Farzan Farnia EGVM 32 7 0 03 Jul 2024
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment Yiheng Li Heyang Jiang Akio Kodaira M. Tomizuka Kurt Keutzer Chenfeng Xu DiffM 34 7 0 18 Jun 2024
Rethinking Score Distillation as a Bridge Between Image Distributions David McAllister Songwei Ge Jia-Bin Huang David W. Jacobs Alexei A. Efros Aleksander Holyñski Angjoo Kanazawa DiffM 54 14 0 13 Jun 2024
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models Dominik Hintersdorf Lukas Struppek Kristian Kersting Adam Dziedzic Franziska Boenisch 21 11 0 04 Jun 2024
Analyzing the Feature Extractor Networks for Face Image Synthesis Erdi Sarıtaş H. K. Ekenel CVBM EGVM 57 1 0 04 Jun 2024
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models S. Kandasamy Dheeraj M. Nagaraj DiffM 16 2 0 27 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 62 2 0 27 May 2024
Discriminative Estimation of Total Variation Distance: A Fidelity Auditor for Generative Data Lan Tao Shi Xu ChiHua Wang Namjoon Suh Guang Cheng 14 6 0 24 May 2024
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models Melissa Hall Samuel J. Bell Candace Ross Adina Williams M. Drozdzal Adriana Romero Soriano EGVM 25 3 0 07 May 2024
Identification of Novel Modes in Generative Models via Fourier-based Differential Clustering Jingwei Zhang Mohammad Jalali Cheuk Ting Li Farzan Farnia 25 3 0 04 May 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
ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 24 0 0 15 Apr 2024
HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach Maxim Nikolaev Mikhail Kuznetsov Dmitry Vetrov Aibek Alanov 3DH 21 5 0 01 Apr 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 32 1 0 31 Mar 2024
Correlation of Fréchet Audio Distance With Human Perception of Environmental Audio Is Embedding Dependant Modan Tailleur Junwon Lee Mathieu Lagrange Keunwoo Choi Laurie M. Heller Keisuke Imoto Yuki Okamoto 16 10 0 26 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 52 11 0 26 Mar 2024
It's All About Your Sketch: Democratising Sketch Control in Diffusion Models Subhadeep Koley A. Bhunia Deeptanshu Sekhri Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song DiffM 31 16 0 12 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 32 3 0 01 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
An Interpretable Evaluation of Entropy-based Novelty of Generative Models Jingwei Zhang Cheuk Ting Li Farzan Farnia EGVM 21 6 0 27 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 38 56 0 22 Feb 2024
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior Chenguo Lin Yadong Mu 3DV 14 32 0 07 Feb 2024
Reviewing FID and SID Metrics on Generative Adversarial Networks Ricardo de Deijn Aishwarya Batra Brandon Koch Naseef Mansoor Hema Makkena EGVM 18 2 0 06 Feb 2024
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization Yang Jin Zhicheng Sun Kun Xu Kun Xu Liwei Chen ... Yuliang Liu Di Zhang Yang Song Kun Gai Yadong Mu VGen 47 42 0 05 Feb 2024
A Cost-Efficient Approach for Creating Virtual Fitting Room using Generative Adversarial Networks (GANs) Kirolos Attallah Girgis Zaky N. Abdelrhim Kyrillos Botros Amjad Dife N. Negied 11 2 0 01 Feb 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 44 19 0 23 Jan 2024