A Closer Look at Self-training for Zero-Label Semantic Segmentation

21 April 2021

Papers citing "A Closer Look at Self-training for Zero-Label Semantic Segmentation"

50 / 54 papers shown

Title
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 37 0 0 06 May 2025
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation Xiaoqing Guo W. J. Li Yixuan Yuan 55 0 0 31 Mar 2025
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation Zhenyu Li Wenqing Cui S. Bhat Peter Wonka MDE 36 0 0 03 Jan 2025
Diffusion in Zero-Shot Learning for Environmental Audio Ysobel Sims Stephan Chalup Alexandre Mendes VLM DiffM 73 0 0 04 Dec 2024
Generalization Boosted Adapter for Open-Vocabulary Segmentation Wenhao Xu Changwei Wang Xuxiang Feng Rongtao Xu Longzhao Huang Zherui Zhang Li Guo Shibiao Xu VLM 34 2 0 13 Sep 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 42 7 0 13 Aug 2024
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis Ziming Zhong Yanxu Xu Jing Li Jiale Xu Zhengxin Li Chaohui Yu Shenghua Gao 3DV 22 3 0 18 Jul 2024
PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka 3DV MDE 29 7 0 10 Jun 2024
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation Yunheng Li Zhongyu Li Quansheng Zeng Qibin Hou Ming-Ming Cheng VLM 40 8 0 02 Jun 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 16 3 0 08 Apr 2024
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation Kwanyoung Kim Y. Oh Jong Chul Ye VLM 43 7 0 21 Mar 2024
Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation Zicheng Zhang Tong Zhang Yi Zhu Jian-zhuo Liu Xiaodan Liang QiXiang Ye Wei Ke VLM 44 2 0 13 Mar 2024
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation Jialei Chen Daisuke Deguchi Chenkai Zhang Hiroshi Murase VLM 33 1 0 21 Feb 2024
Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic Segmentation Wenhao Xu Rongtao Xu Changwei Wang Shibiao Xu Li Guo Man Zhang Xiaopeng Zhang VLM 28 10 0 20 Dec 2023
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation Monika Wysoczañska Oriane Siméoni Michael Ramamonjisoa Andrei Bursuc Tomasz Trzciñski Patrick Pérez VLM CLIP 24 29 0 19 Dec 2023
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen Hao Zhang Fang Li Lu Qi Ming-Hsuan Yang Narendra Ahuja 44 11 0 09 Dec 2023
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models Jiayun Luo Siddhesh Khandelwal Leonid Sigal Boyang Albert Li MLLM VLM 27 7 0 28 Nov 2023
Learning Mask-aware CLIP Representations for Zero-Shot Segmentation Siyu Jiao Yunchao Wei Yaowei Wang Yao-Min Zhao Humphrey Shi VLM 26 47 0 30 Sep 2023
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free Monika Wysoczañska Michael Ramamonjisoa Tomasz Trzciñski Oriane Siméoni 3DV VLM 19 20 0 25 Sep 2023
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models Wei Yu Wu Yuzhong Zhao Hao Chen Yuchao Gu Rui Zhao Yefei He Hong Zhou Mike Zheng Shou Chunhua Shen 39 96 0 11 Aug 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data Yuhang Lu Qingnan Jiang Runnan Chen Yuenan Hou Xinge Zhu Yuexin Ma 3DPC 24 19 0 20 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Bernard Ghanem Dacheng Tao ObjD VLM 29 136 0 28 Jun 2023
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation Shuting He Henghui Ding Wei Jiang VLM 70 35 0 19 Jun 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model Xiuye Gu Yin Cui Jonathan Huang Abdullah M. Rashwan X. Yang ... Golnaz Ghiasi Weicheng Kuo Huizhong Chen Liang-Chieh Chen David A. Ross ISeg 26 26 0 02 Jun 2023
Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation Shuting He Henghui Ding Wei Jiang ISeg 27 21 0 22 May 2023
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang 9 24 0 18 May 2023
Zero-shot Unsupervised Transfer Instance Segmentation Gyungin Shin Samuel Albanie Weidi Xie ISeg VLM 62 5 0 27 Apr 2023
Delving into Shape-aware Zero-shot Semantic Segmentation Xinyu Liu Beiwen Tian Zhen Wang Rui Wang Kehua Sheng Bo-Wen Zhang Hao Zhao Guyue Zhou VLM 14 20 0 17 Apr 2023
TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation Jingyao Li Pengguang Chen Shengju Qian Jiaya Jia VLM 27 13 0 15 Apr 2023
MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation Jie Guo Qimeng Wang Yan Gao Xiaolong Jiang Xu Tang Yao Hu Baochang Zhang VLM 16 11 0 14 Apr 2023
SATR: Zero-Shot Semantic Segmentation of 3D Shapes Ahmed Abdelreheem Ivan Skorokhodov M. Ovsjanikov Peter Wonka 3DPC 30 38 0 11 Apr 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Jie Qin Jie Wu Pengxiang Yan Ming Li Ren Yuxi ... Yitong Wang Rui Wang Shilei Wen X. Pan Xingang Wang SSeg VLM 16 88 0 30 Mar 2023
IFSeg: Image-free Semantic Segmentation via Vision-Language Model Sukmin Yun S. Park Paul Hongsuck Seo Jinwoo Shin VLM MLLM 49 14 0 25 Mar 2023
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models Weijia Wu Yuzhong Zhao Mike Zheng Shou Hong Zhou Chunhua Shen 31 140 0 21 Mar 2023
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation Prashant Pandey Mustafa Chasmai Monish Natarajan Brejesh Lall VLM 23 5 0 27 Feb 2023
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts Kwanyoung Kim Y. Oh Jong Chul Ye VLM OT CLIP 19 19 0 28 Jan 2023
Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Yi Wang Yu Qiao Weidi Xie VLM 16 81 0 22 Jan 2023
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation S. D. Dao Hengcan Shi Dinh Q. Phung Jianfei Cai VLM 34 0 0 18 Jan 2023
Open-vocabulary Object Segmentation with Diffusion Models Ziyi Li Qinye Zhou Xiaoyun Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie VLM 14 64 0 12 Jan 2023
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation A. Das Yongqin Xian Yang He Zeynep Akata Bernt Schiele 24 13 0 15 Dec 2022
Robust Perception through Equivariance Chengzhi Mao Lingyu Zhang Abhishek Joshi Junfeng Yang Hongya Wang Carl Vondrick BDL AAML 24 7 0 12 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 19 167 0 07 Dec 2022
Perceptual Grouping in Contrastive Vision-Language Models Kanchana Ranasinghe Brandon McKinzie S. S. Ravi Yinfei Yang Alexander Toshev Jonathon Shlens VLM 22 51 0 18 Oct 2022
3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Yu-Ting Yen Chia-Ni Lu Wei-Chen Chiu Yi-Hsuan Tsai MDE 16 10 0 19 Sep 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 25 89 0 14 Jun 2022
Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin Picking Kai-xiang Chen Ruizhi Cao Stephen James Yichuan Li Yunhui Liu Pieter Abbeel Qi Dou 3DPC 28 26 0 14 Apr 2022
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang OOD 19 27 0 30 Mar 2022
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Mengde Xu Zheng-Wei Zhang Fangyun Wei Yutong Lin Yue Cao Han Hu Xiang Bai VLM 8 210 0 29 Dec 2021
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 37 190 0 15 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 19 454 0 02 Dec 2021