Large-scale Unsupervised Semantic Segmentation

6 June 2021

Ming-Hsuan Yang

Junwei Han

Papers citing "Large-scale Unsupervised Semantic Segmentation"

50 / 65 papers shown

Title
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs Gesina Schwalbe Georgii Mikriukov Edgar Heinert Stavros Gerolymatos Mert Keser Alois Knoll Matthias Rottmann Annika Mütze 24 0 0 11 Apr 2025
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation Bo Yin Jiao-Long Cao Ming-Ming Cheng Qibin Hou 3DPC MDE 43 0 0 07 Apr 2025
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP Chenyang Zhao Kun Wang J. H. Hsiao Antoni B. Chan CLIP 66 0 0 26 Feb 2025
BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization Xiusheng Xu Lei Qi Jingyang Zhou Xin Geng TTA 44 0 0 03 Jan 2025
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos C. Xiao W. An Y. Zhang Z. Su M. Li W. Sheng M. Pietikäinen L. Liu 98 6 0 24 Nov 2024
Lost in Context: The Influence of Context on Feature Attribution Methods for Object Recognition Sayanta Adhikari Rishav Kumar Konda Reddy Mopuri Rajalakshmi Pachamuthu 21 0 0 05 Nov 2024
GiVE: Guiding Visual Encoder to Perceive Overlooked Information Junjie Li Jianghong Ma Xiaofeng Zhang Yuhang Li Jianyang Shi 21 0 0 26 Oct 2024
Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency Aidan Boyd M. Trabelsi H. Uzunalioglu Dan Kushnir FAtt 14 0 0 21 Oct 2024
SGC-VQGAN: Towards Complex Scene Representation via Semantic Guided Clustering Codebook C. Ding Chiyu Wang Boshi Liu Xi Guo Weixuan Tang Wei Yu Wu 32 0 0 09 Sep 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 25 0 0 17 Jul 2024
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review Rui Jin Derun Li Dehui Xiang Lei Zhang Hailing Zhou Fei Shi Weifang Zhu Jing Cai Tao Peng Xinjian Chen 20 0 0 09 Jul 2024
FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance Jiedong Zhuang Jiaqi Hu Lianrui Mu Rui Hu Xiaoyu Liang Jiangnan Ye Haoji Hu CLIP VLM 21 2 0 08 Jul 2024
Graphical Perception of Saliency-based Model Explanations Yayan Zhao Mingwei Li Matthew Berger XAI FAtt 33 2 0 11 Jun 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang Haitao Mao Danial Dervovic Ivan Brugere Saumitra Mishra Yuying Xie Jiliang Tang 38 3 0 04 Jun 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 31 2 0 22 May 2024
Exposing Text-Image Inconsistency Using Diffusion Models Mingzhen Huang Shan Jia Zhou Zhou Yan Ju Jialing Cai Siwei Lyu 24 6 0 28 Apr 2024
Guided AbsoluteGrad: Magnitude of Gradients Matters to Explanation's Localization and Saliency Jun Huang Yan Liu FAtt 31 0 0 23 Apr 2024
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity Walid Bousselham Angie Boggust Sofian Chaybouti Hendrik Strobelt Hilde Kuehne 83 10 0 04 Apr 2024
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes H. Malik Muhammad Huzaifa Muzammal Naseer Salman Khan Fahad Shahbaz Khan DiffM 32 2 0 07 Mar 2024
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques Weronika Hryniewska-Guzik Bartosz Sawicki P. Biecek 23 0 0 30 Jan 2024
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition Sangyu Han Yearim Kim Nojun Kwak AAML 8 1 0 25 Jan 2024
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object Detection Peng Zheng 6 0 0 15 Jan 2024
TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification Qinying Liu Wei Wu Kecheng Zheng Zhan Tong Jiawei Liu Yu Liu Wei Chen Zilei Wang Yujun Shen VLM 12 6 0 21 Dec 2023
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want Zeyi Sun Ye Fang Tong Wu Pan Zhang Yuhang Zang Shu Kong Yuanjun Xiong Dahua Lin Jiaqi Wang VLM CLIP 19 81 0 06 Dec 2023
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation Fei Zhang Tianfei Zhou Boyang Li Hao He Chaofan Ma Tianjiao Zhang Jiangchao Yao Ya-Qin Zhang Yanfeng Wang VLM 22 17 0 29 Oct 2023
Analyzing Vision Transformers for Image Classification in Class Embedding Space Martina G. Vilas Timothy Schaumlöffel Gemma Roig ViT 6 23 0 29 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Litong Feng Wayne Zhang 16 11 0 27 Oct 2023
Frozen Transformers in Language Models Are Effective Visual Encoder Layers Ziqi Pang Ziyang Xie Yunze Man Yu-xiong Wang 35 12 0 19 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 11 2 0 08 Oct 2023
Investigating Human-Identifiable Features Hidden in Adversarial Perturbations Dennis Y. Menn Tzu-hsun Feng Sriram Vishwanath Hung-yi Lee AAML 13 0 0 28 Sep 2023
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation Yun Xing Jian Kang Aoran Xiao Jiahao Nie Ling Shao Shijian Lu VLM 19 12 0 24 Sep 2023
Zero-Shot Visual Classification with Guided Cropping Piyapat Saranrittichai Mauricio Muñoz Volker Fischer Chaithanya Kumar Mummadi VLM 13 1 0 12 Sep 2023
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised Applications Jiatai Lin Guoqiang Han Xuemiao Xu C. Liang T. Wong C. L. P. Chen Zaiyi Liu Chu Han VLM 14 1 0 07 Sep 2023
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation Ryota Yoshihashi Yuya Otsuka Kenji Doi Tomohiro Tanaka Hirokatsu Kataoka 13 0 0 04 Sep 2023
Self-supervised Semantic Segmentation: Consistency over Transformation Sanaz Karimijafarbigloo Reza Azad A. Kazerouni Yury Velichko Ulas Bagci Dorit Merhof 8 3 0 31 Aug 2023
Task-Robust Pre-Training for Worst-Case Downstream Adaptation Jianghui Wang Cheng Yang Xingyu Xie Cong Fang Zhouchen Lin OOD 11 0 0 21 Jun 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 4 24 0 07 Jun 2023
Zero-shot Unsupervised Transfer Instance Segmentation Gyungin Shin Samuel Albanie Weidi Xie ISeg VLM 50 5 0 27 Apr 2023
ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing Xiaodan Li YueFeng Chen Yao Zhu Shuhui Wang Rong Zhang Hui Xue 15 18 0 30 Mar 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 129 80 0 25 Mar 2023
Extracting Semantic Knowledge from GANs with Unsupervised Learning Jianjin Xu Zhaoxiang Zhang Xiaolin Hu GAN 16 8 0 30 Nov 2022
Towards Sustainable Self-supervised Learning Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan CLL 14 7 0 20 Oct 2022
Self-Guided Diffusion Models Vincent Tao Hu David W. Zhang Yuki M. Asano Gertjan J. Burghouts Cees G. M. Snoek 18 21 0 12 Oct 2022
NamedMask: Distilling Segmenters from Complementary Foundation Models Gyungin Shin Weidi Xie Samuel Albanie ISeg VLM 50 22 0 22 Sep 2022
Exploring Visual Interpretability for Contrastive Language-Image Pre-training Yi Li Hualiang Wang Yiqun Duan Han Xu Xiaomeng Li CLIP VLM 92 25 0 15 Sep 2022
Refine and Represent: Region-to-Object Representation Learning Akash Gokul Konstantinos Kallidromitis Shufang Li Yu Kato Kazuki Kozuka Trevor Darrell Colorado Reed SSeg 14 5 0 25 Aug 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 12 33 0 14 Jun 2022
SERE: Exploring Feature Self-relation for Self-supervised Transformer Zhong-Yu Li Shanghua Gao Ming-Ming Cheng ViT MDE 11 14 0 10 Jun 2022
Optimizing Relevance Maps of Vision Transformers Improves Robustness Hila Chefer Idan Schwartz Lior Wolf ViT 6 37 0 02 Jun 2022
Sparse Visual Counterfactual Explanations in Image Space Valentyn Boreiko Maximilian Augustin Francesco Croce Philipp Berens Matthias Hein BDL CML 10 25 0 16 May 2022