Awesome 3D Vision

Key papers

• Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows (2021)
  Ze Liu, Yutong Lin, Yue Cao, et al.
  38.40
• Pyramid Vision Transformer: A Versatile Backbone For Dense Prediction Without Convolutions (2021)
  Wenhai Wang, Enze Xie, Xiang Li, et al.
  33.76
• Vision Transformers For Dense Prediction (2021)
  René Ranftl, Alexey Bochkovskiy, Vladlen Koltun
  31.27
• Tokens-to-token Vit: Training Vision Transformers From Scratch On Imagenet (2021)
  Li Yuan, Yunpeng Chen, Tao Wang, et al.
  30.72
• Crossvit: Cross-attention Multi-scale Vision Transformer For Image Classification (2021)
  Chun-Fu Chen, Quanfu Fan, Rameswar Panda
  29.53
• Higherhrnet: Scale-aware Representation Learning For Bottom-up Human Pose Estimation (2019)
  Bowen Cheng, Bin Xiao, Jingdong Wang, et al.
  27.97
• Aanet: Adaptive Aggregation Network For Efficient Stereo Matching (2020)
  Haofei Xu, Juyong Zhang
  25.74
• Unified Vision-language Pre-training For Image Captioning And VQA (2019)
  Luowei Zhou, Hamid Palangi, Lei Zhang, et al.
  25.70
• Rethinking RGB-D Salient Object Detection: Models, Data Sets, And Large-scale Benchmarks (2019)
  Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao, et al.
  24.88
• Acnet: Attention Based Network To Exploit Complementary Features For RGBD Semantic Segmentation (2019)
  Xinxin Hu, Kailun Yang, Lei Fei, et al.
  23.95
• Pixelnerf: Neural Radiance Fields From One Or Few Images (2020)
  Alex Yu, Vickie Ye, Matthew Tancik, et al.
  23.45
• Learning Depth With Convolutional Spatial Propagation Network (2018)
  Xinjing Cheng, Peng Wang, Ruigang Yang
  23.40
• Objects Are Different: Flexible Monocular 3D Object Detection (2021)
  Yunpeng Zhang, Jiwen Lu, Jie Zhou
  23.03
• Cswin Transformer: A General Vision Transformer Backbone With Cross-shaped Windows (2021)
  Xiaoyi Dong, Jianmin Bao, Dongdong Chen, et al.
  22.72
• Multi-scale Vision Longformer: A New Vision Transformer For High-resolution Image Encoding (2021)
  Pengchuan Zhang, Xiyang Dai, Jianwei Yang, et al.
  22.55
• Fast-mvsnet: Sparse-to-dense Multi-view Stereo With Learned Propagation And Gauss-newton Refinement (2020)
  Zehao Yu, Shenghua Gao
  22.48
• Patch2pix: Epipolar-guided Pixel-level Correspondences (2020)
  Qunjie Zhou, Torsten Sattler, Laura Leal-Taixe
  22.36
• Hand Keypoint Detection In Single Images Using Multiview Bootstrapping (2017)
  Tomas Simon, Hanbyul Joo, Iain Matthews, et al.
  22.00
• Pose-guided Visible Part Matching For Occluded Person Reid (2020)
  Shang Gao, Jingya Wang, Huchuan Lu, et al.
  21.99
• Vision Transformer With Deformable Attention (2022)
  Zhuofan Xia, Xuran Pan, Shiji Song, et al.
  21.78
• CMT: Convolutional Neural Networks Meet Vision Transformers (2021)
  Jianyuan Guo, Kai Han, Han Wu, et al.
  21.56
• Mvsnerf: Fast Generalizable Radiance Field Reconstruction From Multi-view Stereo (2021)
  Anpei Chen, Zexiang Xu, Fuqiang Zhao, et al.
  21.41
• Vinvl: Revisiting Visual Representations In Vision-language Models (2021)
  Pengchuan Zhang, Xiujun Li, Xiaowei Hu, et al.
  21.40
• Ga-net: Guided Aggregation Net For End-to-end Stereo Matching (2019)
  Feihu Zhang, Victor Prisacariu, Ruigang Yang, et al.
  21.15
• Vadclip: Adapting Vision-language Models For Weakly Supervised Video Anomaly Detection (2023)
  Peng Wu, Xuerong Zhou, Guansong Pang, et al.
  20.92
• UNISURF: Unifying Neural Implicit Surfaces And Radiance Fields For Multi-view Reconstruction (2021)
  Michael Oechsle, Songyou Peng, Andreas Geiger
  20.65
• Atloc: Attention Guided Camera Localization (2019)
  Bing Wang, Changhao Chen, Chris Xiaoxuan Lu, et al.
  20.25
• Voxel Transformer For 3D Object Detection (2021)
  Jiageng Mao, Yujing Xue, Minzhe Niu, et al.
  19.97
• Multiview Detection With Feature Perspective Transformation (2020)
  Yunzhong Hou, Liang Zheng, Stephen Gould
  19.78
• Learning Multi-scene Absolute Pose Regression With Transformers (2021)
  Yoli Shavit, Ron Ferens, Yosi Keller
  19.67
• Learning Feature Pyramids For Human Pose Estimation (2017)
  Wei Yang, Shuang Li, Wanli Ouyang, et al.
  19.60
• Mhformer: Multi-hypothesis Transformer For 3D Human Pose Estimation (2021)
  Wenhao Li, Hong Liu, Hao Tang, et al.
  19.47
• PARE: Part Attention Regressor For 3D Human Body Estimation (2021)
  Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, et al.
  19.33
• Stronger, Fewer, & Superior: Harnessing Vision Foundation Models For Domain Generalized Semantic Segmentation (2023)
  Zhixiang Wei, Lin Chen, Yi Jin, et al.
  19.28
• Scaling Local Self-attention For Parameter Efficient Visual Backbones (2021)
  Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, et al.
  19.20
• Diverse Part Discovery: Occluded Person Re-identification With Part-aware Transformer (2021)
  Yulin Li, Jianfeng He, Tianzhu Zhang, et al.
  19.19
• Tokenpose: Learning Keypoint Tokens For Human Pose Estimation (2021)
  Yanjie Li, Shoukui Zhang, Zhicheng Wang, et al.
  19.16
• What Do Single-view 3D Reconstruction Networks Learn? (2019)
  Maxim Tatarchenko, Stephan R. Richter, René Ranftl, et al.
  19.13
• Localvit: Analyzing Locality In Vision Transformers (2021)
  Yawei Li, Kai Zhang, Jiezhang Cao, et al.
  19.08
• Swinface: A Multi-task Transformer For Face Recognition, Expression Recognition, Age Estimation And Attribute Estimation (2023)
  Lixiong Qin, Mei Wang, Chao Deng, et al.
  19.06
• Cosypose: Consistent Multi-view Multi-object 6D Pose Estimation (2020)
  Yann Labbé, Justin Carpentier, Mathieu Aubry, et al.
  19.04
• Instance-level Image Retrieval Using Reranking Transformers (2021)
  Fuwen Tan, Jiangbo Yuan, Vicente Ordonez
  19.00
• LAVT: Language-aware Vision Transformer For Referring Image Segmentation (2021)
  Zhao Yang, Jiaqi Wang, Yansong Tang, et al.
  18.95
• Image Matching Across Wide Baselines: From Paper To Practice (2020)
  Yuhe Jin, Dmytro Mishkin, Anastasiia Mishchuk, et al.
  18.66
• Cross-view Tracking For Multi-human 3D Pose Estimation At Over 100 FPS (2020)
  Long Chen, Haizhou Ai, Rui Chen, et al.
  18.65
• Practical Stereo Matching Via Cascaded Recurrent Network With Adaptive Correlation (2022)
  Jiankun Li, Peisen Wang, Pengfei Xiong, et al.
  18.52
• Segment As Points For Efficient Online Multi-object Tracking And Segmentation (2020)
  Zhenbo Xu, Wei Zhang, Xiao Tan, et al.
  18.40
• Pattern-affinitive Propagation Across Depth, Surface Normal And Semantic Segmentation (2019)
  Zhenyu Zhang, Zhen Cui, Chunyan Xu, et al.
  18.35
• Person Re-identification By Camera Correlation Aware Feature Augmentation (2017)
  Ying-Cong Chen, Xiatian Zhu, Wei-Shi Zheng, et al.
  18.33
• Sa-det3d: Self-attention Based Context-aware 3D Object Detection (2021)
  Prarthana Bhattacharyya, Chengjie Huang, Krzysztof Czarnecki
  18.29
• Single-view View Synthesis With Multiplane Images (2020)
  Richard Tucker, Noah Snavely
  18.12
• Cricavpr: Cross-image Correlation-aware Representation Learning For Visual Place Recognition (2024)
  Feng Lu, Xiangyuan Lan, Lijun Zhang, et al.
  18.09
• RGB-D Salient Object Detection: A Survey (2020)
  Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, et al.
  18.02
• Self-supervised Pretraining Of 3D Features On Any Point-cloud (2021)
  Zaiwei Zhang, Rohit Girdhar, Armand Joulin, et al.
  17.98
• Far3d: Expanding The Horizon For Surround-view 3D Object Detection (2023)
  Xiaohui Jiang, Shuailin Li, Yingfei Liu, et al.
  17.93
• Hourglass Tokenizer For Efficient Transformer-based 3D Human Pose Estimation (2023)
  Wenhao Li, Mengyuan Liu, Hong Liu, et al.
  17.81
• Clip-reid: Exploiting Vision-language Model For Image Re-identification Without Concrete Text Labels (2022)
  Siyuan Li, Li Sun, Qingli Li
  17.74
• Monocular, One-stage, Regression Of Multiple 3D People (2020)
  Yu Sun, Qian Bao, Wu Liu, et al.
  17.74
• Rotary Position Embedding For Vision Transformer (2024)
  Byeongho Heo, Song Park, Dongyoon Han, et al.
  17.72
• Multi-scale High-resolution Vision Transformer For Semantic Segmentation (2021)
  Jiaqi Gu, Hyoukjun Kwon, Dilin Wang, et al.
  17.68