A Decade's Battle on Dataset Bias: Are We There Yet?

13 March 2024

Papers citing "A Decade's Battle on Dataset Bias: Are We There Yet?"

22 / 22 papers shown

Title
Modeling Saliency Dataset Bias Matthias Kümmerer Harneet Khanuja Matthias Bethge 5 0 0 15 May 2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 10 0 0 15 May 2025
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution Ming-Hui Liu Xiao-Qian Liu Xin Luo Xin-Shun Xu 54 0 0 07 May 2025
Always Skip Attention Yiping Ji Hemanth Saratchandran Peyman Moghaddam Simon Lucey 101 0 0 04 May 2025
Natural Fingerprints of Large Language Models Teppei Suzuki Ryokan Ri Sho Takase 28 0 0 21 Apr 2025
Scaling Language-Free Visual Representation Learning David Fan Shengbang Tong Jiachen Zhu Koustuv Sinha Zhuang Liu ... Michael G. Rabbat Nicolas Ballas Yann LeCun Amir Bar Saining Xie CLIP VLM 56 2 0 01 Apr 2025
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models Yupeng Chang Yi-Ju Chang Yuan Wu AI4CE ALM 87 0 0 24 Feb 2025
Idiosyncrasies in Large Language Models Mingjie Sun Yida Yin Zhiqiu Xu J. Zico Kolter Zhuang Liu 35 4 0 17 Feb 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection Fabrizio Guillaro Giada Zingarini Ben Usman Avneesh Sud D. Cozzolino L. Verdoliva DiffM 61 4 0 23 Dec 2024
NaVIP: An Image-Centric Indoor Navigation Solution for Visually Impaired People Jun Yu Yifan Zhang Badrinadh Aila V. Namboodiri 28 1 0 08 Oct 2024
Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models Chumeng Liang Jiaxuan You 31 0 0 04 Oct 2024
Renormalized Connection for Scale-preferred Object Detection in Satellite Imagery Fan Zhang Lingling Li Licheng Jiao Xu Liu Fang Liu Shuyuan Yang B. Hou ObjD 34 0 0 09 Sep 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 48 5 0 11 Jul 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs Shengbang Tong Ellis L Brown Penghao Wu Sanghyun Woo Manoj Middepogu ... Xichen Pan Austin Wang Rob Fergus Yann LeCun Saining Xie 3DV MLLM 37 278 0 24 Jun 2024
LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model Yulin Luo Ruichuan An Bocheng Zou Yiming Tang Jiaming Liu Shanghang Zhang 36 13 0 03 May 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 71 27 0 04 Apr 2024
$Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models$ Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models Zongbo Han Zechen Bai Haiyang Mei Qianli Xu Changqing Zhang Mike Zheng Shou VLM 23 7 0 02 Feb 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 197 310 0 02 Mar 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 273 1,081 0 17 Feb 2021
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,316 0 28 May 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,190 0 01 Sep 2014