Title
ConceptFusion: Open-set Multimodal 3D Mapping Krishna Murthy Jatavallabhula Ali Kuwajerwala Qiao Gu Mohd. Omama Tao Chen ... Celso Miguel de Melo Madhava Krishna Liam Paull Florian Shkurti Antonio Torralba 40 232 0 14 Feb 2023
DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical Awareness for Robust Fovea Localization Sifan Song Jinfeng Wang Zilong Wang Jionglong Su Xiucai Ding K. Dang MedIm 35 0 0 14 Feb 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 47 12 0 11 Feb 2023
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Distilling Internet-Scale Vision-Language Models into Embodied Agents T. Sumers Kenneth Marino Arun Ahuja Rob Fergus Ishita Dasgupta LM&Ro 49 24 0 29 Jan 2023
Learning 6-DoF Fine-grained Grasp Detection Based on Part Affordance Grounding Yaoxian Song Penglei Sun Piaopiao Jin Yi Ren Yu Zheng Zhixu Li Xiaowen Chu Yueying Zhang Tiefeng Li Jason Gu 69 16 0 27 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 62 17 0 03 Jan 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection Jie Liu Yixiao Zhang Jieneng Chen Junfei Xiao Yongyi Lu Bennett A. Landman Yixuan Yuan Alan Yuille Yucheng Tang Zongwei Zhou VLM MedIm 60 200 0 02 Jan 2023
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets Dennis Eschweiler Rüveyda Yilmaz Matisse Baumann Ina Laube Rijo Roy Abin Jose Daniel Brückner Johannes Stegmaier DiffM MedIm 46 19 0 02 Jan 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 65 18 0 01 Jan 2023
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse Xiao Li Sheng Liu Jin-li Zhou Xin Lu C. Fernandez‐Granda Zhihui Zhu Q. Qu AAML 35 19 0 23 Dec 2022
Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN Lei Li Tianfang Zhang Fabian Gieseke Christian Igel CVBM 34 19 0 18 Dec 2022
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 58 5 0 17 Dec 2022
Framework-agnostic Semantically-aware Global Reasoning for Segmentation Mir Rayat Imtiaz Hossain Leonid Sigal James J. Little ViT 32 0 0 06 Dec 2022
Vision Transformer Computation and Resilience for Dynamic Inference Kavya Sreedhar Jason Clemons Rangharajan Venkatesan S. Keckler M. Horowitz 37 2 0 06 Dec 2022
Location-Aware Self-Supervised Transformers for Semantic Segmentation Mathilde Caron N. Houlsby Cordelia Schmid ViT 39 12 0 05 Dec 2022
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding Heng Guo Jianfeng Zhang K. Yan Le Lu Minfeng Xu MedIm 24 2 0 05 Dec 2022
Pattern Attention Transformer with Doughnut Kernel Wenyuan Sheng ViT 21 0 0 30 Nov 2022
CPPF++: Uncertainty-Aware Sim2Real Object Pose Estimation by Vote Aggregation Yang You Wenhao He Jin Liu Hongkai Xiong Weiming Wang Cewu Lu 3DPC 51 4 0 24 Nov 2022
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification L. Adam Vojtěch Čermák Kostas Papafitsoros Lukás Picek 32 15 0 18 Nov 2022
RGMIM: Region-Guided Masked Image Modeling for Learning Meaningful Representation from X-Ray Images Guang Li Ren Togo Takahiro Ogawa Miki Haseyama 34 0 0 01 Nov 2022
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu Zhenlin Xu Gedas Bertasius Marc Niethammer 37 112 0 20 Oct 2022
VIMA: General Robot Manipulation with Multimodal Prompts Yunfan Jiang Agrim Gupta Zichen Zhang Guanzhi Wang Yongqiang Dou Yanjun Chen Li Fei-Fei Anima Anandkumar Yuke Zhu Linxi Fan LM&Ro 44 338 0 06 Oct 2022
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene Sulabh Shrestha Yimeng Li Jana Kosecka 3DPC SSL SSeg 62 2 0 04 Oct 2022
Learning Hierarchical Image Segmentation For Recognition and By Recognition Tsung-Wei Ke Sangwoo Mo Stella X. Yu VLM 63 9 0 01 Oct 2022
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review Zikang Xu Jun Li Yongshuo Zong Han Li Qingsong Yao S. Kevin Zhou 78 15 0 27 Sep 2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations Ahmad Darkhalil Dandan Shan Bin Zhu Jian Ma Amlan Kar Richard E. L. Higgins Sanja Fidler David Fouhey Dima Damen VOS 57 98 0 26 Sep 2022
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Chen Liu Matthew Amodio Liangbo L. Shen Feng Gao A. Avesta Snegha A Jay C. Wang L. V. Priore Smita Krishnaswamy OOD MedIm 43 13 0 23 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong Zhang Yi Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 47 11 0 21 Sep 2022
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images Jayeon Yoo Khashayar Namdar Farzad Khalvati 26 2 0 20 Sep 2022
SOCRATES: A Stereo Camera Trap for Monitoring of Biodiversity T. Haucke H. Kühl Volker Steinhage 54 11 0 19 Sep 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 51 8 0 12 Sep 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Mian 60 2 0 12 Aug 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 34 153 0 28 Jul 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 41 36 0 25 Jul 2022
$S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation$ S $^{5}$ Mars: Semi-Supervised Learning for Mars Semantic Segmentation Jiahang Zhang Lilang Lin Zejia Fan Wenjing Wang Jiaying Liu 60 7 0 04 Jul 2022
Rectify ViT Shortcut Learning by Visual Saliency Chong Ma Lin Zhao Yuzhong Chen David Liu Xi Jiang Tuo Zhang Xintao Hu Dinggang Shen Dajiang Zhu Tianming Liu ViT 41 20 0 17 Jun 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 50 3 0 04 Jun 2022
EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction Han Cai Junyan Li Muyan Hu Chuang Gan Song Han 42 50 0 29 May 2022
Transformers in Time-series Analysis: A Tutorial Sabeen Ahmed Ian E. Nielsen Aakash Tripathi Shamoon Siddiqui Ghulam Rasool R. Ramachandran AI4TS 44 144 0 28 Apr 2022
A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images Yajie Cui Zhaoxiang Liu Kai Wang OOD DRL 66 43 0 24 Apr 2022
On the Viability of Monocular Depth Pre-training for Semantic Segmentation Dong Lao Fengyu Yang Daniel Wang Hyoungseob Park Samuel Lu Alex Wong Stefano Soatto MDE 38 0 0 26 Mar 2022
Complex Scene Image Editing by Scene Graph Comprehension Zhongping Zhang Huiwen He Bryan A. Plummer Z. Liao Huayan Wang DiffM 40 6 0 24 Mar 2022
Stable Optimization for Large Vision Model Based Deep Image Prior in Cone-Beam CT Reconstruction Minghui Wu Yangdi Xu Yingying Xu Guangwei Wu Qingqing Chen Hongxiang Lin MedIm 26 0 0 23 Mar 2022
Cascaded Sparse Feature Propagation Network for Interactive Segmentation Chuyu Zhang Chuanyan Hu Hui Ren Yongfei Liu Xuming He 32 2 0 10 Mar 2022
Fully Context-Aware Image Inpainting with a Learned Semantic Pyramid Wendong Zhang Yunbo Wang Bingbing Ni Xiaokang Yang 47 12 0 08 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 324 7,544 0 11 Nov 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 286 1,037 0 13 Oct 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 59 9 0 05 Jun 2021