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2210.07124
Cited By
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
Neural Information Processing Systems (NeurIPS), 2022
13 October 2022
Jian Wang
Chen-xi Gou
Qiman Wu
Haocheng Feng
Junyu Han
Errui Ding
Jingdong Wang
ViT
Re-assign community
ArXiv (abs)
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Papers citing
"RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer"
29 / 29 papers shown
WaveSeg: Enhancing Segmentation Precision via High-Frequency Prior and Mamba-Driven Spectrum Decomposition
Guoan Xu
Yang Xiao
Wenjing Jia
Guangwei Gao
Guo-Jun Qi
Chia-Wen Lin
Mamba
252
0
0
24 Oct 2025
TSLA: A Task-Specific Learning Adaptation for Semantic Segmentation on Autonomous Vehicles Platform
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025
Jun Liu
Zhenglun Kong
Pu Zhao
Weihao Zeng
Hao Tang
...
Wenbin Zhang
Geng Yuan
Wei Niu
Xue Lin
Yanzhi Wang
241
7
0
17 Aug 2025
Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment
Shi-Chen Zhang
Yunheng Li
Yu-Huan Wu
Qibin Hou
Ming-Ming Cheng
SSeg
247
4
0
12 Aug 2025
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch Framework
IEEE Signal Processing Letters (IEEE SPL), 2025
Shuobin Wei
Zhuang Zhou
Zhengan Lu
Zizhao Yuan
Binghua Su
MDE
593
6
0
18 Apr 2025
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness
Chenfei Liao
Kaiyu Lei
Xu Zheng
Junha Moon
Zhixiong Wang
Longji Xu
Danda Pani Paudel
Luc Van Gool
Xuming Hu
VLM
586
21
0
24 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation
Chenfei Liao
Xu Zheng
Yuanhuiyi Lyu
Haiwei Xue
Yihong Cao
Jiawen Wang
Kailun Yang
Xuming Hu
VLM
569
12
0
09 Mar 2025
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
Xu Zheng
Yuanhuiyi Lyu
Lutao Jiang
Jiazhou Zhou
Lin Wang
Xuming Hu
368
12
0
22 Dec 2024
A feature refinement module for light-weight semantic segmentation network
International Conference on Information Photonics (ICIP), 2023
Liang Luo
Xin Guo
Song Wang
Peixiao Zheng
Lin Qi
SSeg
501
4
0
11 Dec 2024
MGNiceNet: Unified Monocular Geometric Scene Understanding
Asian Conference on Computer Vision (ACCV), 2024
Markus Schön
Michael Buchholz
Klaus C. J. Dietmayer
3DPC
614
0
0
18 Nov 2024
Communicate Less, Synthesize the Rest: Latency-aware Intent-based Generative Semantic Multicasting with Diffusion Models
Xinkai Liu
Mahdi Boloursaz Mashhadi
Li Qiao
Yi Ma
Rahim Tafazolli
Mehdi Bennis
DiffM
312
2
0
04 Nov 2024
SituationAdapt: Contextual UI Optimization in Mixed Reality with Situation Awareness via LLM Reasoning
ACM Symposium on User Interface Software and Technology (UIST), 2024
Zhipeng Li
Christoph Gebhardt
Yves Inglin
Nicolas Steck
Paul Streli
Christian Holz
207
41
0
19 Sep 2024
AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation
Zili Wang
Qi Yang
Linsu Shi
Jiazhong Yu
M. Tanveer
Fei Li
Shiming Xiang
VOS
259
5
0
03 Aug 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation
Hyunwoo Yu
Yubin Cho
Beoungwoo Kang
Seunghun Moon
Kyeongbo Kong
Suk-Ju Kang
295
15
0
24 Jul 2024
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation
Shoumeng Qiu
Jie Chen
Xinrun Li
Ru Wan
Xiangyang Xue
Jian Pu
VLM
339
9
0
18 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
Xueye Zheng
Yuanhuiyi Lyu
Jiazhou Zhou
Lin Wang
369
21
0
16 Jul 2024
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation
Zilu Guo
Liuyang Bian
Xuan Huang
Hu Wei
Jingyu Li
Huasheng Ni
SSeg
269
53
0
06 Jun 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights
Moein Heidari
Reza Azad
Sina Ghorbani Kolahi
René Arimond
Leon Niggemeier
...
Afshin Bozorgpour
Ehsan Khodapanah Aghdam
Amirhossein Kazerouni
Ilker Hacihaliloglu
Dorit Merhof
333
14
0
28 Mar 2024
Transformers and Language Models in Form Understanding: A Comprehensive Review of Scanned Document Analysis
Abdelrahman Abdallah
Daniel Eberharter
Zoe Pfister
Adam Jatowt
271
17
0
06 Mar 2024
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation
Jiwon Yoo
Jangwon Lee
Gyeonghwan Kim
259
0
0
17 Feb 2024
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks
Serdar Erişen
SSeg
612
22
0
28 Jan 2024
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation
Zhengze Xu
Dongyue Wu
Changqian Yu
Xiangxiang Chu
Nong Sang
Changxin Gao
ViT
395
146
0
28 Dec 2023
Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation
ACM Cloud and Autonomic Computing Conference (CAC), 2023
Liang Liao
Liang Wan
Ming-Je Liu
Shusheng Li
249
5
0
31 Oct 2023
EFormer: Enhanced Transformer towards Semantic-Contour Features of Foreground for Portraits Matting
Computer Vision and Pattern Recognition (CVPR), 2023
Zitao Wang
Qiguang Miao
Peipei Zhao
Yue Xi
ViT
223
5
0
24 Aug 2023
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers
Computer Vision and Pattern Recognition (CVPR), 2023
Chenyang Lu
Daan de Geus
Gijs Dubbelman
ViT
288
35
0
03 Jun 2023
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Mingliang Zhai
Yulin Li
Xiameng Qin
Chen Yi
Qunyi Xie
Chengquan Zhang
Kun Yao
Yuwei Wu
Yunde Jia
197
9
0
19 May 2023
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation
Markus Schön
M. Buchholz
Klaus C. J. Dietmayer
SSeg
312
2
0
02 May 2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices
Shiyu Tang
Ting Sun
Juncai Peng
Guowei Chen
Yuying Hao
Manhui Lin
Z. Xiao
Jiangbin You
Lu Dong
ViT
235
22
0
11 Apr 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions
Computer Vision and Pattern Recognition (CVPR), 2023
Tobias Kalb
Jürgen Beyerer
CLL
329
9
0
24 Mar 2023
Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN
Computers & graphics (Comput. Graph.), 2022
Lei Li
Tianfang Zhang
Fabian Gieseke
Christian Igel
CVBM
406
25
0
18 Dec 2022
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