CVPR 2025 Workshop SynData4CV Submissions

Analyze, Generate, Improve: Failure-Based Data Generation for Large Multimodal Models
Gabriela Ben-Melech Stan, Estelle Aflalo, Avinash Madasu, Vasudev Lal, Phillip Howard
- Published: 06 May 2025, Last Modified: 29 May 2025
- SynData4CV
- Readers: Everyone
SynTable: A Synthetic Data Generation Pipeline for Unseen Object Amodal Instance Segmentation of Cluttered Tabletop Scenes
Zhili Ng, Haozhe Wang, Zhengshen Zhang, Francis E. H. Tay, Marcelo H Ang Jr
- Published: 06 May 2025, Last Modified: 22 May 2025
- SynData4CV
- Readers: Everyone
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene Understanding
Yuchen Rao, Stefan Ainetter, Sinisa Stekovic, Vincent Lepetit, Friedrich Fraundorfer
- Published: 06 May 2025, Last Modified: 12 May 2025
- SynData4CV
- Readers: Everyone
Point Cloud Segmentation of Agricultural Vehicles using 3D Gaussian Splatting
Alfred T. Christiansen, Andreas H. Højrup, Morten K. Stephansen, Md Ibtihaj Amin, Taman S. Poojary, Filip Slezák, Morten Stigaard Laursen, Thomas B. Moeslund, Joakim Bruslund Haurum
- Published: 06 May 2025, Last Modified: 29 May 2025
- SynData4CV
- Readers: Everyone
Challenges in 3D Data Synthesis for Training Neural Networks on Topological Features
Dylan Peek, Matthew P. Skerritt, Siddharth Pritam, Stephan Chalup
- Published: 06 May 2025, Last Modified: 29 May 2025
- SynData4CV
- Readers: Everyone
Text-guided Synthetic Geometric Augmentation for Zero-shot 3D Understanding
Kohei Torimi, Ryosuke Yamada, Daichi Otsuka, Kensho Hara, Yuki M Asano, Hirokatsu Kataoka, Yoshimitsu Aoki
- Published: 06 May 2025, Last Modified: 30 May 2025
- SynData4CV
- Readers: Everyone
Applying Longitudinal Augmentation and Data Generation (LAUGEN) in Medical Imaging
Nico Disch, Balint Kovacs, Constantin Ulrich, Robin Peretzke, Saikat Roy, Maximilian Rouven Rokuss, Yannick Kirchhoff, David Zimmerer, Klaus Maier-Hein
- Published: 06 May 2025, Last Modified: 20 May 2025
- SynData4CV
- Readers: Everyone
Synthetic Human Action Video Data Generation with Pose Transfer
Václav Knapp, Maty Bohacek
- Published: 06 May 2025, Last Modified: 29 May 2025
- SynData4CV
- Readers: Everyone
LiveVQA: Assessing Models with Live Visual Knowledge
Mingyang Fu, Yuyang Peng, Benlin Liu, Yao Wan, Dongping Chen
- Published: 06 May 2025, Last Modified: 06 May 2025
- SynData4CV
- Readers: Everyone
LATTE: Learning to Reason with Vision Specialists
Zixian Ma, Jianguo Zhang, Zhiwei Liu, Jieyu Zhang, Juntao Tan, Manli Shu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Caiming Xiong, Ranjay Krishna, silvio savarese
- Published: 06 May 2025, Last Modified: 06 May 2025
- SynData4CV
- Readers: Everyone
MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World
Ankit Dhiman, Manan Shah, Venkatesh Babu Radhakrishnan
- Published: 06 May 2025, Last Modified: 06 May 2025
- SynData4CV
- Readers: Everyone
DemoGen: Synthetic Demonstration Generation for Data-Efficient Visuomotor Policy Learning
Zhengrong Xue, Shuying Deng, Zhenyang Chen, Yixuan Wang, Zhecheng Yuan, Huazhe Xu
- Published: 06 May 2025, Last Modified: 06 May 2025
- SynData4CV
- Readers: Everyone
SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data
Liang Shi, Boyu Jiang, Zhenyuan Yuan, Miguel A. Perez, Feng Guo
- Published: 06 May 2025, Last Modified: 06 May 2025
- SynData4CV
- Readers: Everyone
Learning to Blur is Learning to Deblur: Realistic Synthetic UHD Blurred Image via Diffusion
Xin Su, Xiuyi Jia, Chen Wu, Dianjie Lu, Guijuan Zhang, Yang Wen, Zhuoran Zheng
- Published: 06 May 2025, Last Modified: 02 Jun 2025
- SynData4CV
- Readers: Everyone
Learning from Synthetic Data for Visual Grounding
Ruozhen He, Ziyan Yang, Paola Cascante-Bonilla, Alexander C. Berg, Vicente Ordonez
- Published: 06 May 2025, Last Modified: 29 May 2025
- SynData4CV
- Readers: Everyone
Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models
Mishal Fatima, Steffen Jung, Margret Keuper
- Published: 06 May 2025, Last Modified: 29 May 2025
- SynData4CV
- Readers: Everyone
RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives
Chirag Parikh, Deepti Rawat, Rakshitha R. T., Tathagata Ghosh, Ravi Kiran Sarvadevabhatla
- Published: 06 May 2025, Last Modified: 22 May 2025
- SynData4CV
- Readers: Everyone
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
Abhipsa Basu, Aviral Gupta, Abhijnya Bhat, Venkatesh Babu Radhakrishnan
- Published: 06 May 2025, Last Modified: 24 May 2025
- SynData4CV
- Readers: Everyone
DocGenie: A Framework for High-Fidelity Synthetic Document Generation via Seed-Guided Multimodal LLM and Document-Aware Evaluation
Harikrishnan P M, SIDDARTHA REDDY, Goutham Vignesh, Rohit Agrawal, Vishal Vaddina
- Published: 06 May 2025, Last Modified: 21 May 2025
- SynData4CV
- Readers: Everyone
Does Feasibility Matter? Understanding the Impact of Feasibility on Synthetic Training Data
Yiwen Liu, Jessica Bader, Jae Myung Kim
- Published: 06 May 2025, Last Modified: 25 May 2025
- SynData4CV
- Readers: Everyone
ReSIT: A more Realistic Synthetic Driving Dataset for Multi-Domain Image-to-Image Translation
Joonhyung Park, Yeong-Seok Kim, HeonJeong Chu, Hye-Rin Kim, Seungryong Kim
- Published: 06 May 2025, Last Modified: 29 May 2025
- SynData4CV
- Readers: Everyone
GASR: Generated Artwork dataset for Image Super-Resolution
Noritake Kodama, Go Ohtani, Yuto Matsuo, Rintaro Yanagi, Nakamasa Inoue, Yoshimitsu Aoki, Hirokatsu Kataoka
- Published: 06 May 2025, Last Modified: 28 May 2025
- SynData4CV
- Readers: Everyone
Ano-Skin: Clinical Feature-Aware Diffusion Model for Dermatological Image Anonymization
YeonGyu Han, Jung Im Na, Seong Hwan Kim, Dongheon Lee
- Published: 06 May 2025, Last Modified: 05 Jun 2025
- SynData4CV
- Readers: Everyone
MultiRef: Controllable Image Generation with Multiple Visual References
Ruoxi Chen, Siyuan Wu, Dongping Chen, Shiyun Lang, Petr Sushko, Gaoyang Jiang, Sinan Wang, Yao Wan, Ranjay Krishna
- Published: 06 May 2025, Last Modified: 06 May 2025
- SynData4CV
- Readers: Everyone
Boosting Synthetic Data for VLMs via Diffusion Noise Optimization
Ren Ohkubo, Rintaro Yanagi, Hirokatsu Kataoka, Yutaka Satoh
- Published: 06 May 2025, Last Modified: 28 May 2025
- SynData4CV
- Readers: Everyone