Papers citing 'CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor'

Title
Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective Jiahao Li Yang Lu Yachao Zhang Yong Xie Fangyong Wang Yuan Xie Yanyun Qu VLM 123 0 0 20 Nov 2025
NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentationLecture Notes in Social Networks (LNSN), 2025 Kunal Mahatha Jose Dolz Christian Desrosiers DiffM 90 0 0 11 Nov 2025
Personalizing Retrieval using Joint Embeddings or "the Return of Fluffy" Bruno Korbar Andrew Zisserman 74 0 0 06 Oct 2025
CoPatch: Zero-Shot Referring Image Segmentation by Leveraging Untapped Spatial Knowledge in CLIP Na Min An Inha Kang Minhyun Lee Hyunjung Shim VLM 97 0 0 27 Sep 2025
RefAM: Attention Magnets for Zero-Shot Referral Segmentation Anna Kukleva Enis Simsar A. Tonioni Muhammad Ferjad Naeem F. Tombari J. E. Lenssen Bernt Schiele DiffM VLM 584 0 0 26 Sep 2025
DGL-RSIS: Decoupling Global Spatial Context and Local Class Semantics for Training-Free Remote Sensing Image Segmentation Boyi Li Ce Zhang Richard M. Timmerman Wenxuan Bao 56 0 0 30 Aug 2025
Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images Kaiyu Li Xiangyong Cao Ruixun Liu Shihong Wang Zixuan Jiang Zhi Wang Deyu Meng 77 1 0 25 Aug 2025
Beyond Human-prompting: Adaptive Prompt Tuning with Semantic Alignment for Anomaly Detection Pi-Wei Chen Jerry Chun-Wei Lin Wei-Han Chen Jia Ji Zih-Ching Chen Feng-Hao Yeh Chao-Chun Chen VLM 68 0 0 22 Aug 2025
Multimodal Referring Segmentation: A Survey Henghui Ding Song Tang Shuting He Chang-rui Liu Zuxuan Wu Yu-Gang Jiang 322 10 0 01 Aug 2025
Training-Free Class Purification for Open-Vocabulary Semantic Segmentation Qi Chen Lingxiao Yang Yun Chen Nailong Zhao Jianhuang Lai Jie Shao Xiaohua Xie VLM 115 1 0 01 Aug 2025
A Survey on Training-free Open-Vocabulary Semantic Segmentation Naomi Kombol Ivan Martinović Sinisa Segvic ObjD VLM 202 0 0 28 May 2025
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation Zhihua Liu Amrutha Saseendran Lei Tong Xilin He Fariba Yousefi ... Dino Oglic Tom Diethe Philip Teare Huiyu Zhou Chen Jin VLM 563 3 0 23 May 2025
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ruiqi Wang Hao Zhang VLM 229 2 0 03 May 2025
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image SegmentationPattern Recognition (Pattern Recogn.), 2025 Jiachen Li Qing Xie Xiaohan Yu Hongyun Wang Jinyu Xu Yongjian Liu ObjD 412 0 0 20 Apr 2025
SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints Weiwen Hu Niccolò Parodi Marcus Zepp I. Feldmann O. Schreer Peter Eisert VLM 870 0 0 19 Mar 2025
Online Language Splatting Saimouli Katragadda Cho-Ying Wu Yuliang Guo Xinyu Huang Guoquan Huang Liu Ren 3DGS OffRL 273 2 0 12 Mar 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word EmphasisAAAI Conference on Artificial Intelligence (AAAI), 2025 Yun Wang Jingchen Ni Yong-Jin Liu Chun Yuan Yansong Tang 243 12 0 02 Mar 2025
RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm Tiancheng Gu Kaicheng Yang Chaoyi Zhang Yin Xie Xiang An Ziyong Feng Dongnan Liu Weidong Cai Jiankang Deng CLIP VLM 419 5 0 18 Feb 2025
Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation Luca Barsellotti Lorenzo Bianchi Nicola Messina F. Carrara Marcella Cornia Lorenzo Baraldi Fabrizio Falchi Rita Cucchiara VLM 357 14 0 28 Nov 2024
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Chanyoung Kim Dayun Ju Woojung Han Ming-Hsuan Yang Seong Jae Hwang VLM VOS 643 8 0 26 Nov 2024
Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation Sule Bai Yong-Jin Liu Yifei Han Haoji Zhang Yansong Tang VLM 544 18 0 24 Nov 2024
Gotta Hear Them All: Towards Sound Source Aware Audio Generation Wei Guo Heng Wang Jianbo Ma Weidong Cai DiffM 433 6 0 23 Nov 2024
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements M. Arda Aydın Efe Mert Çırpar Elvin Abdinli Gözde B. Ünal Y. Sahin VLM 541 3 0 18 Nov 2024
CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation Dengke Zhang Fagui Liu Quan Tang VLM 564 2 0 15 Nov 2024
Learning Visual Grounding from Generative Vision and Language Model Shijie Wang Dahun Kim A. Taalimi Chen Sun Weicheng Kuo ObjD 213 17 0 18 Jul 2024
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation Thomas Stegmüller Tim Lebailly Nikola Dukic Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran VLM 371 3 0 23 Jun 2024
Annotation Free Semantic Segmentation with Vision Foundation Models Soroush Seifi Daniel Olmeda Reino Fabien Despinoy Rahaf Aljundi VLM 308 2 0 14 Mar 2024
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and FutureIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Chaoyang Zhu Long Chen ObjD VLM 423 64 0 18 Jul 2023