StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners

1 June 2023

Papers citing "StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners"

50 / 108 papers shown

Title
Unsupervised Learning for Class Distribution Mismatch Pan Du Wangbo Zhao Xinai Lu Nian Liu ZeLin Li ... Suyun Zhao H. Chen Cuiping Li Kai Wang Yang You 26 0 0 11 May 2025
Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition Siyu Liang Yunan Li Wentian Xin Huizhou Chen Xujie Liu Kang Liu Qiguang Miao 27 0 0 05 May 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 67 0 0 15 Apr 2025
A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models Leander Girrbach Stephan Alaniz Genevieve Smith Zeynep Akata 40 0 0 30 Mar 2025
An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval Min Cao Ziyin Zeng YuXin Lu Mang Ye Dong Yi Jinqiao Wang SyDa 54 0 0 28 Mar 2025
Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving Lucas Nunes Rodrigo Marcuzzi Jens Behley C. Stachniss 3DPC 83 0 0 27 Mar 2025
Can Text-to-Video Generation help Video-Language Alignment? Luca Zanella Massimiliano Mancini Willi Menapace Sergey Tulyakov Yiming Wang Elisa Ricci DiffM VGen 57 0 0 24 Mar 2025
TULIP: Towards Unified Language-Image Pretraining Zineng Tang Long Lian Seun Eisape Xudong Wang Roei Herzig Adam Yala Alane Suhr Trevor Darrell David M. Chan VLM CLIP MLLM 103 3 0 19 Mar 2025
Diffusion on Graph: Augmentation of Graph Structure for Node Classification Yancheng Wang Changyu Liu Yingzhen Yang DiffM GNN 94 0 0 16 Mar 2025
Context-guided Responsible Data Augmentation with Diffusion Models Khawar Islam Naveed Akhtar 50 1 0 12 Mar 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 51 0 0 06 Mar 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 73 0 0 03 Mar 2025
Synthetic data enables context-aware bioacoustic sound event detection Benjamin Hoffman David Robinson Marius Miron V. Baglione D. Canestrari Damian Elias Eva Trapote Olivier Pietquin 34 0 0 01 Mar 2025
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Yunan Li Kun Xie Zhicheng Jiao Qiguang Miao 36 3 0 27 Feb 2025
TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress Onat Gungor Amanda Rios Nilesh A. Ahuja T. Rosing OODD AI4TS 45 0 0 21 Feb 2025
Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment Zhili Liu Yunhao Gou Kai Chen Lanqing Hong Jiahui Gao ... Yu Zhang Zhenguo Li Xin Jiang Qiang Liu James T. Kwok MoE 96 9 0 20 Feb 2025
Text-guided Synthetic Geometric Augmentation for Zero-shot 3D Understanding Kohei Torimi Ryosuke Yamada Daichi Otsuka Kensho Hara Yuki M. Asano Hirokatsu Kataoka Y. Aoki 3DV 38 0 0 20 Jan 2025
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better Scott Geng Cheng-Yu Hsieh Vivek Ramanujan Matthew Wallingford Chun-Liang Li Pang Wei Koh Ranjay Krishna DiffM 68 6 0 03 Jan 2025
FFA Sora, video generation as fundus fluorescein angiography simulator Xinyuan Wu Lili Wang Ruoyu Chen Bowen Liu Weiyi Zhang Xi Yang Yifan Feng M. He Danli Shi VGen 49 1 0 23 Dec 2024
Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning Varun Belagali Srikar Yellapragada Alexandros Graikos S. Kapse Zilinghan Li Tarak Nandi Ravi K. Madduri Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 77 1 0 02 Dec 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 26 0 0 29 Oct 2024
Synthetica: Large Scale Synthetic Data for Robot Perception Ritvik Singh Jingzhou Liu Karl Van Wyk Yu-Wei Chao Jean-Francois Lafleche Florian Shkurti Nathan D. Ratliff Ankur Handa 25 1 0 28 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 35 3 0 21 Oct 2024
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 69 2 0 17 Oct 2024
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data Xilin He Cheng Luo Xiaole Xian Bing Li Siyang Song Muhammad Haris Khan Weicheng Xie L. Shen Zongyuan Ge 41 3 0 13 Oct 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding Wei Wu Kecheng Zheng Shuailei Ma Fan Lu Yuxin Guo Yifei Zhang Wei Chen Qingpei Guo Yujun Shen Zheng-Jun Zha VLM 30 9 0 07 Oct 2024
DeepONet for Solving Nonlinear Partial Differential Equations with Physics-Informed Training Yahong Yang 25 0 0 06 Oct 2024
MOREL: Enhancing Adversarial Robustness through Multi-Objective Representation Learning Sedjro Salomon Hotegni Sebastian Peitz AAML 26 2 0 02 Oct 2024
DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation Yi-Hao Peng Faria Huq Yue Jiang Jason Wu Amanda Li Jeffrey P. Bigham Amy Pavel DiffM 29 4 0 30 Sep 2024
Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image Detection Hina Otake Yoshihiro Fukuhara Yoshiki Kubotani Shigeo Morishima ViT 56 0 0 13 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 63 10 0 05 Sep 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 37 5 0 01 Aug 2024
Diffusion Feedback Helps CLIP See Better Wenxuan Wang Quan-Sen Sun Fan Zhang Yepeng Tang Jing Liu Xinlong Wang VLM 46 14 0 29 Jul 2024
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection Kwanyong Park Kuniaki Saito Donghyun Kim VLM CoGe 53 0 0 21 Jul 2024
DataDream: Few-shot Guided Dataset Generation Jae Myung Kim Jessica Bader Stephan Alaniz Cordelia Schmid Zeynep Akata 39 5 0 15 Jul 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 56 3 0 28 Jun 2024
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images Rushikesh Zawar Shaurya Dewan Andrew F. Luo Margaret M. Henderson Michael J. Tarr Leila Wehbe VGen CoGe 44 1 0 19 Jun 2024
Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Reza Akbarian Bafghi Nidhin Harilal C. Monteleoni M. Raissi DiffM 38 0 0 18 Jun 2024
Decomposed evaluations of geographic disparities in text-to-image models Abhishek Sureddy Dishant Padalia Nandhinee Periyakaruppa Oindrila Saha Adina Williams Adriana Romero Soriano Megan Richards Polina Kirichenko Melissa Hall EGVM 21 0 0 17 Jun 2024
They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias Salma Abdel Magid Jui-Hsien Wang Kushal Kafle Hanspeter Pfister 44 1 0 17 Jun 2024
Consistency-diversity-realism Pareto fronts of conditional image generative models Pietro Astolfi Marlene Careil Melissa Hall Oscar Manas Matthew Muckley Jakob Verbeek Adriana Romero Soriano M. Drozdzal 51 10 0 14 Jun 2024
Exploring the Spectrum of Visio-Linguistic Compositionality and Recognition Youngtaek Oh Pyunghwan Ahn Jinhyung Kim Gwangmo Song Soonyoung Lee In So Kweon Junmo Kim CoGe 45 2 0 13 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 45 9 0 12 Jun 2024
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection Donggeun Ko Sangwoo Jo Dongjun Lee Namjun Park Jaekwang Kim 32 0 0 10 Jun 2024
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 40 1 0 09 Jun 2024
Regularized Training with Generated Datasets for Name-Only Transfer of Vision-Language Models Minho Park S. Park Jooyeol Yun Jaegul Choo VLM 35 0 0 08 Jun 2024
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment Jiayi Guo Junhao Zhao Chunjiang Ge Chaoqun Du Zanlin Ni Shiji Song Humphrey Shi Gao Huang TTA DiffM 42 5 0 06 Jun 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 47 5 0 30 May 2024
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images Krishnakant Singh Thanush Navaratnam Jannik Holmer Simone Schaub-Meyer Stefan Roth DiffM 46 18 0 30 May 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 94 0 0 25 May 2024