Feature Weighting and Boosting for Few-Shot Segmentation

28 September 2019

Papers citing "Feature Weighting and Boosting for Few-Shot Segmentation"

50 / 180 papers shown

Title
LLaFS: When Large Language Models Meet Few-Shot Segmentation Lanyun Zhu Tianrun Chen Deyi Ji Jieping Ye Jun Liu VLM 33 37 0 28 Nov 2023
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation Lingchen Meng Shiyi Lan Hengduo Li Jose M. Alvarez Zuxuan Wu Yu-Gang Jiang VLM ISeg MLLM 28 6 0 24 Nov 2023
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Zhiyuan Yan Yongqiang Mao Wenhui Diao Hongqi Wang Xian Sun 19 16 0 19 Oct 2023
Towards Training-free Open-world Segmentation via Image Prompt Foundation Models Lv Tang Peng-Tao Jiang Haoke Xiao Bo Li VLM 13 7 0 17 Oct 2023
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation Nian Liu Kepan Nan Wangbo Zhao Yuanwei Liu Xiwen Yao Salman Khan Hisham Cholakkal Rao Muhammad Anwer Junwei Han Fahad Shahbaz Khan VOS 15 7 0 20 Sep 2023
Target-aware Bi-Transformer for Few-shot Segmentation Xianglin Wang Xiaoliu Luo Taiping Zhang ViT 13 0 0 18 Sep 2023
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples Guanghui Li Mingqi Gao Heng Liu Xiantong Zhen Feng Zheng VOS 26 3 0 05 Sep 2023
Masked Cross-image Encoding for Few-shot Segmentation Wenbo Xu Huaxi Huang Mingg-Ming Cheng Litao Yu Qiang Wu Jian Andrew Zhang 30 4 0 22 Aug 2023
Self-Calibrated Cross Attention Network for Few-Shot Segmentation Qianxiong Xu Wenting Zhao Guosheng Lin Cheng Long 24 26 0 18 Aug 2023
Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond Chen Shuai Meng Fanman Runtong Zhang Heqian Qiu Hongliang Li Wu Qingbo Xu Linfeng VLM 30 12 0 15 Aug 2023
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation Dahyun Kang Piotr Koniusz Minsu Cho Naila Murray VLM ViT 23 24 0 07 Jul 2023
DifFSS: Diffusion Model for Few-Shot Semantic Segmentation Weimin Tan Siyuan Chen Bo Yan DiffM 19 24 0 03 Jul 2023
Reflection Invariance Learning for Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 16 0 0 01 Jun 2023
Exploring Open-Vocabulary Semantic Segmentation without Human Labels Jun Chen Deyao Zhu Guocheng Qian Bernard Ghanem Zhicheng Yan Chenchen Zhu Fanyi Xiao Mohamed Elhoseiny Sean Culatana VLM 36 11 0 01 Jun 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 25 30 0 23 May 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching Yang Liu Muzhi Zhu Hengtao Li Hao Chen Xinlong Wang Chunhua Shen VLM MLLM 86 83 0 22 May 2023
Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation Zewen Zheng Guoheng Huang Xiaochen Yuan Chi-Man Pun Hongzhi Liu Wing-Kuen Ling 25 22 0 12 May 2023
Analogy-Forming Transformers for Few-Shot 3D Parsing N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 19 2 0 27 Apr 2023
Clustered-patch Element Connection for Few-shot Learning Jinxiang Lai Siqian Yang Junhong Zhou Wenlong Wu Xiao Chen Jun Liu Bin-Bin Gao Chengjie Wang 26 8 0 20 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
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation Letian Wu Wenya Zhang Tengping Jiang Wankou Yang Xin Jin Wenjun Zeng VLM 19 4 0 13 Apr 2023
UniverSeg: Universal Medical Image Segmentation V. Butoi Jose Javier Gonzalez Ortiz Tianyu Ma M. Sabuncu John Guttag Adrian V. Dalca 30 71 0 12 Apr 2023
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges Nicolás Catalano Matteo Matteucci VLM 27 3 0 12 Apr 2023
Learning Expressive Prompting With Residuals for Vision Transformers Rajshekhar Das Yonatan Dukler Avinash Ravichandran A. Swaminathan VLM VPVLM 25 21 0 27 Mar 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation Bohao Peng Zhuotao Tian Xiaoyang Wu Chenyao Wang Shu Liu Jingyong Su Jiaya Jia 45 71 0 26 Mar 2023
FECANet: Boosting Few-Shot Semantic Segmentation with Feature-Enhanced Context-Aware Network Huafeng Liu Pai Peng Tao Chen Qiong Wang Yazhou Yao Xiansheng Hua 30 52 0 19 Jan 2023
Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network Jie Liu Yanqi Bao Wenzhe Yin Haochen Wang Yang Gao J. Sonke E. Gavves 11 5 0 09 Jan 2023
MSI: Maximize Support-Set Information for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 19 17 0 09 Dec 2022
Mask Matching Transformer for Few-Shot Segmentation Siyu Jiao Gengwei Zhang Shant Navasardyan Ling-Hao Chen Yao-Min Zhao Yunchao Wei Humphrey Shi 29 27 0 05 Dec 2022
Activating the Discriminability of Novel Classes for Few-shot Segmentation Dianwen Mei Wei Zhuo Jiandong Tian Guangming Lu Wenjie Pei VLM 30 0 0 02 Dec 2022
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 25 10 0 27 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 17 0 0 20 Nov 2022
Interclass Prototype Relation for Few-Shot Segmentation A. Okazawa SSeg VLM 6 36 0 16 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 15 41 0 13 Nov 2022
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation Alper Kayabasi Gülin Tüfekci ilkay Ulusoy 31 7 0 04 Nov 2022
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation Kai-Qi Huang Mingfei Cheng Yang Wang Bochen Wang Ye Xi Feigege Wang Peng Chen 25 2 0 02 Nov 2022
tSF: Transformer-based Semantic Filter for Few-Shot Learning Jinxiang Lai Siqian Yang Wenlong Liu Yi Zeng Zhongyi Huang Wenlong Wu Jun Liu Bin-Bin Gao Chengjie Wang VLM 10 19 0 02 Nov 2022
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation Henghui Ding Hui Zhang Xudong Jiang 56 59 0 30 Oct 2022
Query Semantic Reconstruction for Background in Few-Shot Segmentation Haoyan Guan Michael W. Spratling 10 3 0 21 Oct 2022
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation Haoyan Guan Michael W. Spratling 27 0 0 21 Oct 2022
Prediction Calibration for Generalized Few-shot Semantic Segmentation Zhihe Lu Sen He Da Li Yi-Zhe Song Tao Xiang ViT 24 22 0 15 Oct 2022
Feature-Proxy Transformer for Few-Shot Segmentation Jianwei Zhang Yifan Sun Yi Yang Wei-Neng Chen ViT 16 61 0 13 Oct 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation Yuanwei Liu Nian Liu Xiwen Yao Junwei Han 23 60 0 13 Oct 2022
Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection Shizhen Zhao Xiaojuan Qi 3DPC 45 17 0 11 Oct 2022
Few-Shot Segmentation via Rich Prototype Generation and Recurrent Prediction Enhancement Hongsheng Wang Xiaoqi Zhao Youwei Pang Jinqing Qi VLM 36 2 0 03 Oct 2022
One-Shot Transfer of Affordance Regions? AffCorrs! Denis Hadjivelichkov Sicelukwanda Zwane M. Deisenroth Lourdes Agapito Dimitrios Kanoulas 35 34 0 15 Sep 2022
Visual Prompting via Image Inpainting Amir Bar Yossi Gandelsman Trevor Darrell Amir Globerson Alexei A. Efros VLM VPVLM 16 200 0 01 Sep 2022
CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks Weide Liu Chi Zhang Guosheng Lin Fayao Liu ISeg SSeg 25 27 0 23 Aug 2022
Cross-Domain Few-Shot Classification via Inter-Source Stylization Huali Xu Shuaifeng Zhi Li Liu 30 4 0 17 Aug 2022
Online Refinement of a Scene Recognition Model for Mobile Robots by Observing Human's Interaction with Environments Shigemichi Matsuzaki Hiroaki Masuzawa J. Miura 21 0 0 13 Aug 2022