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CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation
v1v2 (latest)

CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation

Computer Vision and Pattern Recognition (CVPR), 2023
21 March 2023
Seokju Cho
Heeseong Shin
Sung‐Jin Hong
Anurag Arnab
Paul Hongsuck Seo
Seung Wook Kim
    VLM
ArXiv (abs)PDFHTML

Papers citing "CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation"

50 / 115 papers shown
C3G: Learning Compact 3D Representations with 2K Gaussians
C3G: Learning Compact 3D Representations with 2K Gaussians
Honggyu An
Jaewoo Jung
Mungyeom Kim
Sunghwan Hong
Chaehyun Kim
...
Takuya Narihira
Hyuna Ko
J. Kim
Yuki Mitsufuji
Seungryong Kim
3DGS3DV
212
0
0
03 Dec 2025
Language-Guided Open-World Anomaly Segmentation
Klara Reichard
Nikolas Brasch
Nassir Navab
F. Tombari
VLM
205
0
0
01 Dec 2025
VaMP: Variational Multi-Modal Prompt Learning for Vision-Language Models
VaMP: Variational Multi-Modal Prompt Learning for Vision-Language Models
Silin Cheng
Kai Han
MLLMVPVLMVLM
256
1
0
27 Nov 2025
SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM
SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM
Lin Chen
Yingjian Zhu
Qi Yang
Xin Niu
Kun Ding
Shiming Xiang
VLM
144
0
0
25 Nov 2025
InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer
Muyao Yuan
Yuanhong Zhang
Weizhan Zhang
Lan Ma
Yuan Gao
Jiangyong Ying
Yudeng Xin
VLMCLIP
280
0
0
20 Nov 2025
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
177
0
0
20 Nov 2025
NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation
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
117
0
0
11 Nov 2025
Interaction-Centric Knowledge Infusion and Transfer for Open-Vocabulary Scene Graph Generation
Interaction-Centric Knowledge Infusion and Transfer for Open-Vocabulary Scene Graph Generation
Lin Li
Chuhan Zhang
Dong Zhang
Chong Sun
Chen Li
L. Chen
152
0
0
08 Nov 2025
ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder
ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder
Xiaoxing Hu
Kaicheng Yang
Ziyang Gong
Qi Ming
Zonghao Guo
Xiang An
Ziyong Feng
Junchi Yan
Xue Yang
CLIPVLM
227
0
0
21 Oct 2025
MARIS: Marine Open-Vocabulary Instance Segmentation with Geometric Enhancement and Semantic Alignment
MARIS: Marine Open-Vocabulary Instance Segmentation with Geometric Enhancement and Semantic Alignment
Bingyu Li
Feiyu Wang
Da Zhang
Zhiyuan Zhao
Junyu Gao
Xuelong Li
VLM
190
1
0
17 Oct 2025
Exploring Conditions for Diffusion models in Robotic Control
Exploring Conditions for Diffusion models in Robotic Control
Heeseong Shin
Byeongho Heo
Dongyoon Han
Seungryong Kim
Taekyung Kim
200
0
0
17 Oct 2025
FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model
FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model
Chunyu Xie
Bin Wang
Fanjing Kong
Jincheng Li
Dawei Liang
Ji Ao
Dawei Leng
Yuhui Yin
VLM
247
3
0
13 Oct 2025
Classifier-Centric Adaptive Framework for Open-Vocabulary Camouflaged Object Segmentation
Classifier-Centric Adaptive Framework for Open-Vocabulary Camouflaged Object Segmentation
Hanyu Zhang
Yiming Zhou
Jinxia Zhang
VLM
108
0
0
29 Sep 2025
Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers
Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers
Chaehyun Kim
Heeseong Shin
Eunbeen Hong
Heeji Yoon
Anurag Arnab
Paul Hongsuck Seo
Sunghwan Hong
Seungryong Kim
188
6
0
22 Sep 2025
Lost in Translation? Vocabulary Alignment for Source-Free Adaptation in Open-Vocabulary Semantic Segmentation
Lost in Translation? Vocabulary Alignment for Source-Free Adaptation in Open-Vocabulary Semantic Segmentation
Silvio Mazzucco
Carl Persson
Mattia Segu
Pier Luigi Dovesi
Federico Tombari
Luc Van Gool
Matteo Poggi
VLM
275
0
0
18 Sep 2025
Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing
Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing
Bingyu Li
Haocheng Dong
Da Zhang
Zhiyuan Zhao
Junyu Gao
Xuelong Li
185
4
0
15 Sep 2025
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
Jiahao Li
Yang Lu
Yachao Zhang
Fangyong Wang
Yuan Xie
Yanyun Qu
VLM
140
0
0
01 Sep 2025
Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation
Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation
Yasser Benigmim
Subhankar Roy
Khalid Oublal
Imad Eddine Marouf
S. Essid
Vicky Kalogeiton
Stéphane Lathuilière
168
0
0
30 Aug 2025
Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
Kaiyu Li
Xiangyong Cao
Ruixun Liu
Shihong Wang
Zixuan Jiang
Zhi Wang
Deyu Meng
116
2
0
25 Aug 2025
AdaRing: Towards Ultra-Light Vision-Language Adaptation via Cross-Layer Tensor Ring Decomposition
AdaRing: Towards Ultra-Light Vision-Language Adaptation via Cross-Layer Tensor Ring Decomposition
Ying Huang
Yuanbin Man
Wenqi Jia
Zhengzhong Tu
Junzhou Huang
Miao Yin
168
1
0
16 Aug 2025
Generalized Decoupled Learning for Enhancing Open-Vocabulary Dense Perception
Generalized Decoupled Learning for Enhancing Open-Vocabulary Dense Perception
Junjie Wang
Keyu Chen
Yulin Li
Bin Chen
Hengshuang Zhao
Xiaojuan Qi
Zhuotao Tian
CLIPVLM
130
1
0
15 Aug 2025
Unlocking Robust Semantic Segmentation Performance via Label-only Elastic Deformations against Implicit Label Noise
Unlocking Robust Semantic Segmentation Performance via Label-only Elastic Deformations against Implicit Label Noise
Yechan Kim
DongHo Yoon
Younkwan Lee
Unse Fatima
Hong Kook Kim
Songjae Lee
Sanga Park
Jeong Ho Park
Seonjong Kang
M. Jeon
VLM
183
1
0
14 Aug 2025
SynSeg: Feature Synergy for Multi-Category Contrastive Learning in End-to-End Open-Vocabulary Semantic Segmentation
SynSeg: Feature Synergy for Multi-Category Contrastive Learning in End-to-End Open-Vocabulary Semantic Segmentation
Weichen Zhang
Kebin Liu
Fan Dang
Zhui Zhu
Xikai Sun
Yunhao Liu
VLM
142
0
0
08 Aug 2025
What Holds Back Open-Vocabulary Segmentation?
What Holds Back Open-Vocabulary Segmentation?
Josip Šarić
Ivan Martinović
Matej Kristan
Sinisa Segvic
VLM
140
0
0
06 Aug 2025
Training-Free Class Purification for Open-Vocabulary Semantic Segmentation
Training-Free Class Purification for Open-Vocabulary Semantic Segmentation
Qi Chen
Lingxiao Yang
Yun Chen
Nailong Zhao
Jianhuang Lai
Jie Shao
Xiaohua Xie
VLM
159
1
0
01 Aug 2025
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation
Shiqi Huang
Shuting He
Huaiyuan Qin
Bihan Wen
324
1
0
17 Jul 2025
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model
Wooseok Shin
Jisu Kang
Hyeonki Jeong
Jin Sob Kim
S. W. Han
VLM
156
0
0
04 Jul 2025
Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation
Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation
Yong-Jin Liu
SongLi Wu
Sule Bai
Jiahao Wang
Yitong Wang
Yansong Tang
VLMVOS
330
2
0
19 Jun 2025
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
Siyu Chen
Ting Han
Chengzheng Fu
Changshe Zhang
Chaolei Wang
Jinhe Su
Guorong Cai
Meiliu Wu
ObjDVLM
295
1
0
11 Jun 2025
Text-Aware Image Restoration with Diffusion Models
Text-Aware Image Restoration with Diffusion Models
Jaewon Min
J. Kim
Paul Hyunbin Cho
J. Lee
Jihye Park
Minkyu Park
S. Kim
Hyunhee Park
Seungryong Kim
291
1
0
11 Jun 2025
ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction
Juan Yeo
S. Cha
Jiwoo Song
Hyunbin Jin
Taesup Kim
VLM
152
1
0
10 Jun 2025
OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation
OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation
Aditya Gandhamal
Aniruddh Sikdar
Suresh Sundaram
OT
246
1
0
04 Jun 2025
AetherVision-Bench: An Open-Vocabulary RGB-Infrared Benchmark for Multi-Angle Segmentation across Aerial and Ground Perspectives
AetherVision-Bench: An Open-Vocabulary RGB-Infrared Benchmark for Multi-Angle Segmentation across Aerial and Ground Perspectives
Aniruddh Sikdar
Aditya Gandhamal
Suresh Sundaram
VLM
254
1
0
04 Jun 2025
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation
Jianghang Lin
Yue Hu
Jiangtao Shen
Chunjiang Ge
Liujuan Cao
Shengchuan Zhang
Jiayi Ji
ObjDVLM
355
0
0
26 May 2025
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025
Ziyu Zhao
Xiaoguang Li
Linjia Shi
Nasrin Imanpour
Song Wang
VLM
236
2
0
16 May 2025
DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionComputer Vision and Pattern Recognition (CVPR), 2025
Junjie Wang
Bin Chen
Yulin Li
Bin Kang
Yulin Chen
Zhuotao Tian
VLM
307
5
0
07 May 2025
VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning
VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning
Run Luo
Renke Shan
Longze Chen
Ziqiang Liu
Lu Wang
Min Yang
Xiaobo Xia
MLLMVLM
518
3
0
28 Apr 2025
Decoupled Global-Local Alignment for Improving Compositional Understanding
Decoupled Global-Local Alignment for Improving Compositional Understanding
Xiaoxing Hu
Kaicheng Yang
Chao Guo
Haoran Xu
Ziyong Feng
Longji Xu
VLM
701
7
0
23 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network
Perception Encoder: The best visual embeddings are not at the output of the network
Daniel Bolya
Po-Yao (Bernie) Huang
Peize Sun
Jang Hyun Cho
Andrea Madotto
...
Shiyu Dong
Nikhila Ravi
Daniel Li
Piotr Dollár
Christoph Feichtenhofer
ObjDVOS
664
107
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17 Apr 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
Yasser Benigmim
Mohammad Fahes
Tuan-Hung Vu
Andrei Bursuc
Raoul de Charette
VLM
456
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14 Apr 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Yongchao Feng
Yajie Liu
Shuai Yang
Wenrui Cai
Jing Zhang
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Jiahui Lv
Ziqiang Liu
Tengyuan Shi
Qingjie Liu
Longji Xu
MLLMVLM
318
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S^4M: Boosting Semi-Supervised Instance Segmentation with SAM
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM
Heeji Yoon
Heeseong Shin
Eunbeen Hong
Hyunwook Choi
Hansang Cho
Daun Jeong
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237
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Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
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Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
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Reza Qorbani
Gianluca Villani
Theodoros Panagiotakopoulos
Marc Botet Colomer
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Jussi Karlgren
Zorah Lähner
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Matteo Poggi
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257
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LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation
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Vladan Stojnić
Yannis Kalantidis
Jirí Matas
Giorgos Tolias
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MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation
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Yucheol Cho
Suin Lee
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248
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LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation
LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation
Chang Liu
Bavesh Balaji
Saad Hossain
C Thomas
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Raviteja Vemulapalli
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Sirisha Rambhatla
196
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Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object DetectionInternational Conference on Learning Representations (ICLR), 2025
Chuhan Zhang
Chaoyang Zhu
Pingcheng Dong
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Dong Zhang
ObjDVLM
1.0K
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High-Quality Mask Tuning Matters for Open-Vocabulary Segmentation
High-Quality Mask Tuning Matters for Open-Vocabulary Segmentation
Quan-Sheng Zeng
Yunheng Li
Daquan Zhou
Guanbin Li
Qibin Hou
Ming-Ming Cheng
CLIPVLM
362
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Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields
Laser: Efficient Language-Guided Segmentation in Neural Radiance FieldsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
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Haoran Duan
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