Per-Pixel Classification is Not All You Need for Semantic Segmentation

13 July 2021

Bowen Cheng

Papers citing "Per-Pixel Classification is Not All You Need for Semantic Segmentation"

50 / 262 papers shown

Title
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans Jieneng Chen Yingda Xia Jiawen Yao K. Yan Jianpeng Zhang ... Xin Chen Jingren Zhou Alan Yuille Zai-De Liu Ling Zhang ViT MedIm 28 15 0 28 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
Dyna-DepthFormer: Multi-frame Transformer for Self-Supervised Depth Estimation in Dynamic Scenes Songchun Zhang Chunhui Zhao ViT MDE 28 4 0 14 Jan 2023
Text to Point Cloud Localization with Relation-Enhanced Transformer Guangzhi Wang Hehe Fan Mohan S. Kankanhalli 3DPC 25 13 0 13 Jan 2023
Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network Haowei Wang Jiayi Ji Yiyi Zhou Yongjian Wu Xiaoshuai Sun 27 15 0 09 Jan 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 34 17 0 03 Jan 2023
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation Xiangtai Li Shilin Xu Yibo Yang Haobo Yuan Guangliang Cheng Yu Tong Zhouchen Lin Ming-Hsuan Yang Dacheng Tao ViT 37 21 0 03 Jan 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 41 17 0 01 Jan 2023
PanDepth: Joint Panoptic Segmentation and Depth Completion J. Lagos Esa Rahtu 3DPC VLM 28 1 0 29 Dec 2022
Representation Separation for Semantic Segmentation with Vision Transformers Yuanduo Hong Huihui Pan Weichao Sun Xinghu Yu Huijun Gao ViT 23 5 0 28 Dec 2022
DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders Xiaoyang Kang Tao Yang Wenqi Ouyang Peiran Ren Lingzhi Li Xuansong Xie DiffM MQ 27 37 0 22 Dec 2022
Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy Long Lian Zhirong Wu Stella X. Yu VOS 14 0 0 17 Dec 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers R. Gong Qin Wang Dengxin Dai Luc Van Gool ViT 27 4 0 14 Dec 2022
Look Before You Match: Instance Understanding Matters in Video Object Segmentation Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Chuanxin Tang Xiyang Dai Yucheng Zhao Yujia Xie Lu Yuan Yu-Gang Jiang VOS 36 39 0 13 Dec 2022
NMS Strikes Back Jeffrey Ouyang-Zhang Jang Hyun Cho Xingyi Zhou Philipp Krahenbuhl 32 37 0 12 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 21 167 0 07 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 26 30 0 03 Dec 2022
Shape-Guided Diffusion with Inside-Outside Attention Dong Huk Park Grace Luo C. Toste S. Azadi Xihui Liu M. Karalashvili Anna Rohrbach Trevor Darrell DiffM 32 44 0 01 Dec 2022
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction Bin Tan Nan Xue Tianfu Wu Guisong Xia 22 15 0 30 Nov 2022
Superpoint Transformer for 3D Scene Instance Segmentation Jiahao Sun Chunmei Qing Junpeng Tan Xiangmin Xu 3DPC 39 104 0 28 Nov 2022
FsaNet: Frequency Self-attention for Semantic Segmentation Fengyu Zhang Ashkan Panahi Guangjun Gao AI4TS 26 28 0 28 Nov 2022
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 25 10 0 27 Nov 2022
Mean Shift Mask Transformer for Unseen Object Instance Segmentation Ya Lu Yuqiao Chen Nicholas Ruozzi Yu Xiang 16 23 0 21 Nov 2022
Visual Programming: Compositional visual reasoning without training Tanmay Gupta Aniruddha Kembhavi ReLM VLM LRM 76 401 0 18 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 27 106 0 17 Nov 2022
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation Jiaheng Liu Tong He Honghui Yang Rui Su Jiayi Tian Junran Wu Hongcheng Guo Ke Xu Wanli Ouyang ISeg 26 14 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 16 18 0 16 Nov 2022
Robust Online Video Instance Segmentation with Track Queries Zitong Zhan Daniel McKee Svetlana Lazebnik 26 9 0 16 Nov 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation Zekang Zhang Guangyu Gao Zhiyuan Fang Jianbo Jiao Yunchao Wei CLL 20 31 0 13 Nov 2022
Enhancing Few-shot Image Classification with Cosine Transformer Quang-Huy Nguyen Cuong Q. Nguyen Dung D. Le Hieu H. Pham ViT 24 12 0 13 Nov 2022
OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 24 326 0 10 Nov 2022
Efficient Unsupervised Video Object Segmentation Network Based on Motion Guidance Chao Hu Liqiang Zhu VOS 14 2 0 10 Nov 2022
Dynamic loss balancing and sequential enhancement for road-safety assessment and traffic scene classification Marin Kavcan Marko Sevrovic Sinivsa vSegvić 19 1 0 08 Nov 2022
Large Scale Radio Frequency Wideband Signal Detection & Recognition Luke Boegner Garrett M. Vanhoy Phillip Vallance Manbir Gulati Dresden Feitzinger B. Comar Rob Miller AI4TS 10 6 0 04 Nov 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang T. Tan 27 23 0 25 Oct 2022
Token-Label Alignment for Vision Transformers Han Xiao Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu 11 4 0 12 Oct 2022
SaiT: Sparse Vision Transformers through Adaptive Token Pruning Ling Li D. Thorsley Joseph Hassoun ViT 25 17 0 11 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 35 42 0 11 Oct 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP Feng Liang Bichen Wu Xiaoliang Dai Kunpeng Li Yinan Zhao Hang Zhang Peizhao Zhang Peter Vajda Diana Marculescu CLIP VLM 32 433 0 09 Oct 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Chen Liang Wenguan Wang Jiaxu Miao Yi Yang VLM 33 117 0 05 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 33 58 0 04 Oct 2022
Learning Equivariant Segmentation with Instance-Unique Querying Wenguan Wang James Liang Dongfang Liu ISeg 43 48 0 03 Oct 2022
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 36 10 0 13 Sep 2022
Articulated 3D Human-Object Interactions from RGB Videos: An Empirical Analysis of Approaches and Challenges Sanjay Haresh Xiaohao Sun Hanxiao Jiang Angel X. Chang Manolis Savva 38 10 0 12 Sep 2022
Detecting Network-based Internet Censorship via Latent Feature Representation Learning Shawn P. Duncan Hui Chen 25 1 0 12 Sep 2022
Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization Xizhe Xue Dongdong Yu Lingqiao Liu Yu Liu Satoshi Tsutsui Ying Li Zehuan Yuan Ping Song Mike Zheng Shou ISeg 21 4 0 18 Aug 2022
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training Jonghyun Bae W. Baek Tae Jun Ham Jae W. Lee 15 1 0 18 Aug 2022
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding Zihan Ding Zixiang Ding Tianrui Hui Junshi Huang Xiaoming Wei Xiaolin K. Wei Si Liu 12 12 0 11 Aug 2022
Occlusion-Aware Instance Segmentation via BiLayer Network Architectures Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 27 11 0 08 Aug 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Haowen Shi Simon Reiß Kunyu Peng Chaoxiang Ma Haodong Fu Philip H. S. Torr Kaiwei Wang Rainer Stiefelhagen ViT MDE 31 35 0 25 Jul 2022