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GeoBiked: A Dataset with Geometric Features and Automated Labeling Techniques to Enable Deep Generative Models in Engineering Design

25 September 2024

Papers citing "GeoBiked: A Dataset with Geometric Features and Automated Labeling Techniques to Enable Deep Generative Models in Engineering Design"

48 / 48 papers shown

Title
Masked Conditioning for Deep Generative Models Phillip Mueller Jannik Wiese Sebastian Mueller Lars Mikelsons DiffM SyDa AI4CE 61 0 0 22 May 2025
MeshFleet: Filtered and Annotated 3D Vehicle Dataset for Domain Specific Generative Modeling Damian Boborzi Phillip Mueller Jonas Emrich Dominik Schmid Sebastian Mueller Lars Mikelsons DiffM 119 0 0 18 Mar 2025
InsertDiffusion: Identity Preserving Visualization of Objects through a Training-Free Diffusion Architecture Phillip Mueller Jannik Wiese Ioan Crăciun Lars Mikelsons 83 4 0 15 Jul 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 120 3 0 15 Jul 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 96 37 0 22 Apr 2024
Assessing GPT4-V on Structured Reasoning Tasks Mukul Singh J. Cambronero Sumit Gulwani Vu Le Gust Verbruggen LRM 73 13 0 13 Dec 2023
Readout Guidance: Learning Control from Diffusion Features Grace Luo Trevor Darrell Oliver Wang Dan B. Goldman Aleksander Holynski 99 27 0 04 Dec 2023
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback Jiao Sun Deqing Fu Yushi Hu Su Wang Royi Rassin ... Dana Alon Charles Herrmann Sjoerd van Steenkiste Ranjay Krishna Cyrus Rashtchian EGVM 97 43 0 29 Nov 2023
On the Noise Scheduling for Generating Plausible Designs with Diffusion Models Jiajie Fan L. Vuaille Thomas Bäck Hao Wang DiffM 64 7 0 19 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 142 937 0 09 Nov 2023
Grounded Intuition of GPT-Vision's Abilities with Scientific Images Alyssa Hwang Andrew Head Chris Callison-Burch 83 5 0 03 Nov 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 130 111 0 11 Oct 2023
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 157 2,263 0 10 Oct 2023
Improved Baselines with Visual Instruction Tuning Haotian Liu Chunyuan Li Yuheng Li Yong Jae Lee VLM MLLM 237 2,830 0 05 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 106 283 0 05 Oct 2023
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use Yonatan Bitton Hritik Bansal Jack Hessel Rulin Shao Wanrong Zhu Anas Awadalla Josh Gardner Rohan Taori L. Schimdt VLM 129 82 0 12 Aug 2023
Adversarial Latent Autoencoder with Self-Attention for Structural Image Synthesis Jiajie Fan L. Vuaille Hongya Wang Thomas Bäck AI4CE 66 6 0 19 Jul 2023
Emergent Correspondence from Image Diffusion Luming Tang Menglin Jia Qianqian Wang Cheng Perng Phoo Bharath Hariharan 118 270 0 06 Jun 2023
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence Grace Luo Lisa Dunlap Dong Huk Park Aleksander Holynski Trevor Darrell 133 136 0 23 May 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 582 4,946 0 17 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 533 3,533 0 14 Apr 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 294 4,198 1 10 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 109 30 0 06 Feb 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 522 4,670 0 30 Jan 2023
Paint by Example: Exemplar-based Image Editing with Diffusion Models Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 103 427 0 23 Nov 2022
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation Narek Tumanyan Michal Geyer Shai Bagon Tali Dekel 143 686 0 22 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 280 1,842 0 17 Nov 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 231 3,521 0 16 Oct 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 376 2,906 0 25 Aug 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 603 6,105 0 23 May 2022
Zero-Shot Category-Level Object Pose Estimation Walter Goodwin S. Vaze Ioannis Havoutis Ingmar Posner ViT 82 58 0 07 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 606 15,854 0 20 Dec 2021
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 161 291 0 10 Dec 2021
ClipCap: CLIP Prefix for Image Captioning Ron Mokady Amir Hertz Amit H. Bermano CLIP VLM 81 683 0 18 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 493 1,668 0 10 Nov 2021
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter Amin Heyrani Nobari Faez Ahmed 3DV AI4CE 136 192 0 21 Oct 2021
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer DiffM VGen 73 42 0 06 Jul 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 941 6,150 0 29 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 1.1K 30,092 0 26 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 430 5,016 0 24 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 764 41,831 0 22 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 334 7,529 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.0K 18,520 0 19 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 772 10,591 0 17 Feb 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 363 948 0 24 Sep 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 252 1,972 0 09 Aug 2019
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 451 27,338 0 20 Mar 2017
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 546 43,783 0 17 Sep 2014