Weakly_Supervised
Weakly_Supervised
2022-05-25
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification
Dheeraj Mekala, Chengyu Dong, Jingbo Shang
arXiv_CL
arXiv_CL
Weakly_Supervised
Text_Classification
Pose
Classification
Prediction
PDF
2022-05-25
Learning Action Conditions from Instructional Manuals for Instruction Understanding
Te-Lin Wu, Caiqi Zhang, Qingyuan Hu, Alex Spangher, Nanyun Peng
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Action
Autonomous
Inference
PDF
2022-05-24
WeDef: Weakly Supervised Backdoor Defense for Text Classification
Lesheng Jin, Zihan Wang, Jingbo Shang
arXiv_AI
arXiv_AI
Weakly_Supervised
Text_Classification
Pose
Classification
Prediction
PDF
2022-05-23
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies
Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen McKeown
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
Pose
PDF
2022-05-23
Detection of Fights in Videos: A Comparison Study of Anomaly Detection and Action Recognition
Weijun Tan, Jingfeng Liu
arXiv_CV
arXiv_CV
Surveillance
Recognition
Weakly_Supervised
Action_Recognition
Action
Detection
PDF
2022-05-22
Preparing data for pathological artificial intelligence with clinical-grade performance
Yuanqing Yang (1), Kai Sun (1), Yanhua Gao (2), Kuangsong Wang (3 and 4), Gang Yu (1) ((1) Department of Biomedical Engineering, School of Basic Medical Sciences, Central South University, Changsha, China,(2) Department of Ultrasound, Shaanxi Provincial People's Hospital, Xi'an, China,(3) Department of Pathology, School of Basic Medical Sciences, Central South University, Changsha, China,(4) Department of Pathology, Xiangya Hospital, Central South University, Changsha, China)
arXiv_AI
arXiv_AI
Weakly_Supervised
Review
Pose
Deep_Learning
PDF
2022-05-18
Transformer based multiple instance learning for weakly supervised histopathology image segmentation
Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Weakly_Supervised
Pose
Relation
Attention
Medical
PDF
2022-05-13
Weakly Supervised Text Classification using Supervision Signals from a Language Model
Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song
arXiv_CL
arXiv_CL
Weakly_Supervised
Text_Classification
Pose
Classification
Language_Model
PDF
2022-05-12
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Regularization
Pose
Face
Classification
Image_Classification
PDF
2022-05-11
Ontology-Based and Weakly Supervised Rare Disease Phenotyping from Clinical Notes
Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Arlene Casey, Emma Davidson, Jiaoyan Chen, Beatrice Alex, William Whiteley, Honghan Wu
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
Weakly_Supervised
Pose
Ontology
Face
Medical
Matching
PDF
2022-05-07
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm
Yuhan Xie, Kexin Jiang, Zhiyong Zhang, Shaolong Chen, Xiaodong Zhang, Changzhen Qiu
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Self-Supervised
Pose
Face
Deep_Learning
Medical
PDF
2022-05-06
Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning
Yongyi Su, Xun Xu, Kui Jia
arXiv_CV
arXiv_CV
Segmentation
Point_Cloud
3D
Weakly_Supervised
Pose
PDF
2022-05-05
A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images
Tingting Zheng, Weixing chen, Shuqin Li, Hao Quan, Qun Bai, Tianhang Nan, Song Zheng, Xinghua Gao, Yue Zhao, Xiaoyu Cui
arXiv_AI
arXiv_AI
Reinforcement_Learning
Weakly_Supervised
Knowledge
Pose
Action
Inference
Prediction
PDF
2022-05-04
P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision
He Zhao, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Action
PDF
2022-05-02
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model
Wonho Bae, Junhyug Noh, Milad Jalali Asadabadi, Danica J. Sutherland
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Prediction
PDF
2022-04-28
Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos
Arnav Chakravarthy, Zhiyuan Fang, Yezhou Yang
arXiv_CV
arXiv_CV
Video_Caption
Weakly_Supervised
Regularization
Pose
Action
Quantitative
Classification
Deep_Learning
Attention
Caption
Activity
PDF
2022-04-28
Pseudo strong labels for large scale weakly supervised audio tagging
Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang
arXiv_SD
arXiv_SD
Weakly_Supervised
Pose
PDF
2022-04-28
WeaNF: Weak Supervision with Normalizing Flows
Andreas Stephan, Benjamin Roth
arXiv_CL
arXiv_CL
Weakly_Supervised
Relation
Matching
PDF
2022-04-24
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath
arXiv_CV
arXiv_CV
Unsupervised
Reinforcement_Learning
Weakly_Supervised
Review
Adversarial
Deep_Learning
GAN
Medical
PDF
2022-04-22
Diverse Instance Discovery: Vision-Transformer for Instance-Aware Multi-Label Image Recognition
Yunqing Hu, Xuan Jin, Yin Zhang, Haiwen Hong, Jingfeng Zhang, Feihu Yan, Yuan He, Hui Xue
arXiv_CV
arXiv_CV
Transformer
Recognition
Weakly_Supervised
Knowledge
Pose
Relation
Attention
PDF
2022-04-21
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information
Guanchun Wang, Xiangrong Zhang, Zelin Peng, Xu Tang, Huiyu Zhou, Licheng Jiao
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Contrastive_Learning
Detection
Object_Detection
PDF
2022-04-20
Video Moment Retrieval from Text Queries via Single Frame Annotation
Ran Cui, Tianwen Qian, Pai Peng, Elena Daskalaki, Jingjing Chen, Xiaowei Guo, Huyang Sun, Yu-Gang Jiang
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Contrastive_Learning
PDF
2022-04-18
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives
Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J Plaza
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Weakly_Supervised
Face
Classification
Detection
Object_Detection
Image_Classification
PDF
2022-04-18
End-to-end Weakly-supervised Multiple 3D Hand Mesh Reconstruction from Single Image
Jinwei Ren, Jianke Zhu, Jialiang Zhang
arXiv_CV
arXiv_CV
Reconstruction
3D
Weakly_Supervised
Pose
Action
PDF
2022-04-15
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
arXiv_SD
arXiv_SD
Weakly_Supervised
Speech
Pose
Action
PDF
2022-04-14
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations
Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2022-04-14
Spatial Likelihood Voting with Self-Knowledge Distillation for Weakly Supervised Object Detection
Ze Chen, Zhihang Fu, Jianqiang Huang, Mingyuan Tao, Rongxin Jiang, Xiang Tian, Yaowu Chen, Xian-sheng Hua
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Knowledge
Pose
Classification
Detection
Object_Detection
Attention
PDF
2022-04-14
ViTOL: Vision Transformer for Weakly Supervised Object Localization
Saurav Gupta, Sourav Lakhotia, Abhay Rawat, Rahul Tallamraju
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Quantitative
Classification
Attention
Image_Classification
PDF
2022-04-14
RecurSeed and CertainMix for Weakly Supervised Semantic Segmentation
Sang Hyun Jo, In Jae Yu, Kyung-Su Kim
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Detection
PDF
2022-04-11
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization
Jungbeom Lee, Eunji Kim, Jisoo Mok, Sungroh Yoon
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Regularization
Adversarial
Classification
PDF
2022-04-08
Identifying Ambiguous Similarity Conditions via Semantic Matching
Han-Jia Ye, Yi Shi, De-Chuan Zhan
arXiv_CV
arXiv_CV
Embedding
Weakly_Supervised
Pose
Relation
Matching
PDF
2022-04-08
From 2D Images to 3D Model:Weakly Supervised Multi-View Face Reconstruction with Deep Fusion
Weiguang Zhao, Chaolong Yang, Jianan Ye, Yuyao Yan, Xi Yang, Kaizhu Huang
arXiv_CV
arXiv_CV
Reconstruction
3D
Weakly_Supervised
Pose
Face
Attention
PDF
2022-04-07
Adapting CLIP For Phrase Localization Without Further Training
Jiahao Li, Greg Shakhnarovich, Raymond A. Yeh
arXiv_AI
arXiv_AI
Embedding
Weakly_Supervised
Zero-Shot
Pose
Detection
Object_Detection
Caption
PDF
2022-04-07
DaViT: Dual Attention Vision Transformers
Mingyu Ding, Bin Xiao, Noel Codella, Ping Luo, Jingdong Wang, Lu Yuan
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Action
Attention
PDF
2022-04-07
Total Variation Optimization Layers for Computer Vision
Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing
arXiv_CV
arXiv_CV
Edge_Detection
Weakly_Supervised
Optimization
Pose
Classification
Detection
Denoising
Image_Classification
PDF
2022-04-07
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation
Peng-Tao Jiang, Yuqi Yang, Qibin Hou, Yunchao Wei
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Knowledge
Classification
Attention
PDF
2022-04-06
Temporal Alignment Networks for Long-term Video
Tengda Han, Weidi Xie, Andrew Zisserman
arXiv_CV
arXiv_CV
Segmentation
Recognition
Video_Caption
Weakly_Supervised
Zero-Shot
Sparse
Pose
Action_Recognition
Action
Video_Retrieval
PDF
2022-04-06
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation
Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee
arXiv_CL
arXiv_CL
Recognition
Weakly_Supervised
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-04-06
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning
Ruichao Yang, Jing Ma, Hongzhan Lin, Wei Gao
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Classification
Detection
Attention
Prediction
PDF
2022-04-05
Detector-Free Weakly Supervised Group Activity Recognition
Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak
arXiv_CV
arXiv_CV
Transformer
Embedding
Recognition
Weakly_Supervised
Pose
Detection
Object_Detection
Attention
Activity
PDF
2022-04-03
Automatic Dialect Density Estimation for African American English
Alexander Johnson, Kevin Everson, Vijay Ravi, Anissa Gladney, Mari Ostendorf, Abeer Alwan
arXiv_CL
arXiv_CL
Weakly_Supervised
Speech
Pose
Relation
Inference
Language_Model
Prediction
PDF
2022-04-01
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition
Jingwei Yan, Jingjing Wang, Qiang Li, Chunmao Wang, Shiliang Pu
arXiv_CV
arXiv_CV
Embedding
Recognition
Inpainting
Weakly_Supervised
Self-Supervised
Pose
Action
Relation
Optical_Flow
PDF
2022-04-01
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization
Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
PDF
2022-04-01
Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes
Akhil Meethal, Marco Pedersoli, Zhongwen Zhu, Francisco Perdigon Romero, Eric Granger
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Action
Deep_Learning
Detection
Object_Detection
Attention
PDF
2022-03-31
Investigating Modality Bias in Audio Visual Video Parsing
Piyush Singh Pasi, Shubham Nemani, Preethi Jyothi, Ganesh Ramakrishnan
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Attention
Prediction
PDF
2022-03-31
Weakly Supervised Patch Label Inference Networks for Efficient Pavement Distress Detection and Recognition in the Wild
Sheng Huang, Wenhao Tang, Guixin Huang, Luwen Huangfu, Dan Yang
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Knowledge
Deep_Learning
Detection
Inference
PDF
2022-03-29
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation
Soumava Kumar Roy, Leonardo Citraro, Sina Honari, Pascal Fua
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose_Estimation
Pose
Attention
Prediction
PDF
2022-03-29
MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator
Chang Liu, Xiaoyan Qian, Xiaojuan Qi, Edmund Y. Lam, Siew-Chong Tan, Ngai Wong
arXiv_CV
arXiv_CV
Point_Cloud
3D
Weakly_Supervised
Sparse
Pose
Deep_Learning
Detection
Relation
Object_Detection
Attention
PDF
2022-03-29
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal
Subhrajyoti Dasgupta, Arindam Das, Sudip Das, Andrei Bursuc, Ujjwal Bhattacharya, Senthil Yogamani
arXiv_CV
arXiv_CV
Weakly_Supervised
Adversarial
Contrastive_Learning
Autonomous
PDF
2022-03-29
SIOD: Single Instance Annotated Per Category Per Image for Object Detection
Hanjun Li, Xingjia Pan, Ke Yan, Fan Tang, Wei-Shi Zheng
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Pose
Contrastive_Learning
Detection
Object_Detection
Attention
PDF
2022-03-28
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking
Tianyi Luo, Rui Meng, Xin Eric Wang, Yang Liu
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Classification
Prediction
PDF
2022-03-27
CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search
Chengyou Jia, Minnan Luo, Caixia Yan, Xiaojun Chang, Qinghua Zheng
arXiv_AI
arXiv_AI
Unsupervised
Weakly_Supervised
Pose
Detection
Re-identification
PDF
2022-03-27
HINT: Hierarchical Neuron Concept Explainer
Andong Wang, Wei-Ning Lee, Xiaojuan Qi
arXiv_AI
arXiv_AI
Weakly_Supervised
Salient
Adversarial
Pose
Quantitative
Relation
PDF
2022-03-26
Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification
Amir Safarpoor, Jason D. Hipp, H.R. Tizhoosh
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
Deep_Learning
Attention
PDF
2022-03-25
Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos
Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee
arXiv_CV
arXiv_CV
Surveillance
Weakly_Supervised
Represenation_Learning
Pose
Detection
Relation
PDF
2022-03-25
Learning to Adapt to Unseen Abnormal Activities under Weak Supervision
Jaeyoo Park, Junha Kim, Bohyung Han
arXiv_CV
arXiv_CV
Weakly_Supervised
Optimization
Detection
Object_Detection
PDF
2022-03-25
Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
Jinheng Xie, Jianfeng Xiang, Junliang Chen, Xianxu Hou, Xiaodong Zhao, Linlin Shen
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Contrastive_Learning
Classification
Relation
Image_Classification
PDF
2022-03-24
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection
Hitesh Sapkota, Qi Yu
arXiv_CV
arXiv_CV
Surveillance
Weakly_Supervised
Pose
Detection
PDF
2022-03-23
Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection
Yu Tian, Guansong Pang, Fengbei Liu, Yuyuan Liu, Chong Wang, Yuanhong Chen, Johan W Verjans, Gustavo Carneiro
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Knowledge
Pose
Detection
CNN
PDF
2022-03-22
Generative Modeling Helps Weak Supervision
Benedikt Boecking, Willie Neiswanger, Nicholas Roberts, Stefano Ermon, Frederic Sala, Artur Dubrawski
arXiv_CV
arXiv_CV
Weakly_Supervised
Adversarial
Pose
Face
Classification
GAN
PDF
2022-03-22
Weakly-Supervised Salient Object Detection Using Point Supervison
Shuyong Gao, Wei Zhang, Yan Wang, Qianyu Guo, Chenglong Zhang, Yangji He, Wenqiang Zhang
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Sparse
Salient
Pose
Detection
Object_Detection
PDF
2022-03-19
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation
Junwen Pan, Pengfei Zhu, Kaihua Zhang, Bing Cao, Yu Wang, Dingwen Zhang, Junwei Han, Qinghua Hu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Represenation_Learning
Self-Supervised
Attention
PDF
2022-03-18
Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization
Kangbo Sun, Jie Zhu
arXiv_CV
arXiv_CV
Weakly_Supervised
Regularization
Pose
Classification
Prediction
PDF
2022-03-17
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation
Tianfei Zhou, Meijie Zhang, Fang Zhao, Jianwu Li
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Sparse
Pose
Relation
Inference
PDF
2022-03-17
Object Localization under Single Coarse Point Supervision
Xuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li, Junchi Yan, Humphrey Shi, Qixiang Ye, Zhenjun Han
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Pose
Attention
PDF
2022-03-16
Instance-level loss based multiple-instance learning for acoustic scene classification
Won-Gook Choi, Joon-Hyuk Chang, Jae-Mo Yang, Han-Gil Moon
arXiv_SD
arXiv_SD
Scene_Classification
Weakly_Supervised
Pose
Classification
CNN
PDF
2022-03-16
WegFormer: Transformers for Weakly Supervised Semantic Segmentation
Chunmeng Liu, Enze Xie, Wenjia Wang, Wenhai Wang, Guangyao Li, Ping Luo
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Weakly_Supervised
Attention
CNN
PDF
2022-03-16
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection
Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai
arXiv_CV
arXiv_CV
Point_Cloud
3D
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2022-03-15
Breast Cancer Molecular Subtypes Prediction on Pathological Images with Discriminative Patch Selecting and Multi-Instance Learning
Hong Liu, Wen-Dong Xu, Zi-Hao Shang, Xiang-Dong Wang, Hai-Yan Zhou, Ke-Wen Ma, Huan Zhou, Jia-Lin Qi, Jia-Rui Jiang, Li-Lan Tan, Hui-Min Zeng, Hui-Juan Cai, Kuan-Song Wang, Yue-Liang Qian
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Deep_Learning
Prediction
PDF
2022-03-15
InfoDCL: A Distantly Supervised Contrastive Learning Framework for Social Meaning
Chiyu Zhang, Muhammad Abdul-Mageed, Ganesh Jawahar
arXiv_CL
arXiv_CL
Weakly_Supervised
Self-Supervised
Pose
Contrastive_Learning
Relation
Few-Shot
PDF
2022-03-15
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering
Jun Gao, Wei Wang, Changlong Yu, Huan Zhao, Wilfred Ng, Ruifeng Xu
arXiv_CL
arXiv_CL
Weakly_Supervised
Represenation_Learning
Contrastive_Learning
Relation
PDF
2022-03-14
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation
Ruiwen Li, Zheda Mai, Chiheb Trabelsi, Zhibo Zhang, Jongseong Jang, Scott Sanner
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Attention
CNN
PDF
2022-03-12
Joint CNN and Transformer Network via weakly supervised Learning for efficient crowd counting
Fusen Wang, Kai Liu, Fei Long, Nong Sang, Xiaofeng Xia, Jun Sang
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Action
PDF
2022-03-11
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations
Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman
arXiv_CV
arXiv_CV
Weakly_Supervised
Classification
Image_Classification
Prediction
PDF
2022-03-09
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation
Fu Li, Hao Yu, Ivan Shugurov, Benjamin Busam, Shaowu Yang, Slobodan Ilic
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
3D
Weakly_Supervised
Pose_Estimation
Pose
Deep_Learning
Inference
PDF
2022-03-09
Attention-effective multiple instance learning on weakly stem cell colony segmentation
Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan, Takio Kurita
arXiv_CV
arXiv_CV
Segmentation
Recognition
Weakly_Supervised
Pose
Action
Classification
Detection
Contour
Attention
CNN
PDF
2022-03-09
3SD: Self-Supervised Saliency Detection With No Labels
Rajeev Yasarla, Renliang Weng, Wongun Choi, Vishal Patel, Amir Sadeghian
arXiv_CV
arXiv_CV
Unsupervised
Weakly_Supervised
Salient
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
PDF
2022-03-08
Diffusion Models for Medical Anomaly Detection
Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
arXiv_CV
arXiv_CV
Weakly_Supervised
Adversarial
Detection
Denoising
GAN
Medical
PDF
2022-03-08
Language Matters: A Weakly Supervised Pre-training Approach for Scene Text Detection and Spotting
Chuhui Xue, Yu Hao, Shijian Lu, Philip Torr, Song Bai
arXiv_CV
arXiv_CV
Recognition
OCR
Weakly_Supervised
Optical_Character
Pose
Scene_Text
Action
Detection
PDF
2022-03-08
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data
Jungbeom Lee, Seong Joon Oh, Sangdoo Yun, Junsuk Choe, Eunji Kim, Sungroh Yoon
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Relation
Prediction
PDF
2022-03-07
Weakly Supervised Learning of Keypoints for 6D Object Pose Estimation
Meng Tian, Gim Hee Lee
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose_Estimation
Pose
Detection
Inference
PDF
2022-03-06
Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation
Linjiang Huang, Liang Wang, Hongsheng Li
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Action_Localization
Pose
Action
Classification
Summarization
Activity
Prediction
PDF
2022-03-06
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation
Qi Chen, Lingxiao Yang, Jianhuang Lai, Xiaohua Xie
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Self-Supervised
Pose
Relation
Attention
PDF
2022-03-06
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaid, Dan Xu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Action
Attention
PDF
2022-03-05
WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network
Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Saqib Shamsi, Mohit Meena, Amit Sethi
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Medical
PDF
2022-03-05
Cross Language Image Matching for Weakly Supervised Semantic Segmentation
Jinheng Xie, Xianxu Hou, Kai Ye, Linlin Shen
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Matching
PDF
2022-03-03
Weakly Supervised Object Localization as Domain Adaption
Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu
arXiv_CV
arXiv_CV
Weakly_Supervised
Regularization
Pose
Classification
PDF
2022-03-03
Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box Annotations
Juan Wang, Bin Xia
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Medical
PDF
2022-03-02
Weakly Supervised Correspondence Learning
Zihan Wang, Zhangjie Cao, Yilun Hao, Dorsa Sadigh
arXiv_AI
arXiv_AI
Unsupervised
Weakly_Supervised
Regularization
Pose
Action
PDF
2022-02-28
Weakly Supervised Disentangled Representation for Goal-conditioned Reinforcement Learning
Zhifeng Qian, Mingyu You, Hongjun Zhou, Bin He
arXiv_CV
arXiv_CV
Reinforcement_Learning
Weakly_Supervised
Represenation_Learning
Pose
Action
PDF
2022-02-27
Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images
Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Represenation_Learning
Classification
PDF
2022-02-27
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering
Jing Zhang, Xiaokang Zhang, Jifan Yu, Jian Tang, Jie Tang, Cuiping Li, Hong Chen
arXiv_CL
arXiv_CL
Embedding
Weakly_Supervised
Knowledge
Pose
QA
PDF
2022-02-25
Weakly Supervised Instance Segmentation using Motion Information via Optical Flow
Jun Ikeda, Junichiro Mori
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Optical_Flow
PDF
2022-02-23
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut
Yangtao Wang (M-PSI), Xi Shen (LIGM), Shell Hu, Yuan Yuan (MIT CSAIL), James Crowley (M-PSI), Dominique Vaufreydaz (M-PSI)
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Weakly_Supervised
Salient
Self-Supervised
Pose
Detection
Object_Detection
Attention
PDF
2022-02-22
PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds
Yushuang Wu, Zizheng Yan, Shengcai Cai, Guanbin Li, Yizhou Yu, Xiaoguang Han, Shuguang Cui
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Sparse
Represenation_Learning
Regularization
Pose
Relation
Attention
PDF
2022-02-17
End-to-end Neuron Instance Segmentation based on Weakly Supervised Efficient UNet and Morphological Post-processing
Huaqian Wu, Nicolas Souedet, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Weakly_Supervised
Pose
Deep_Learning
Medical
PDF
2022-02-14
Adaptive graph convolutional networks for weakly supervised anomaly detection in videos
Congqi Cao, Xin Zhang, Shizhou Zhang, Peng Wang, Yanning Zhang
arXiv_CV
arXiv_CV
Weakly_Supervised
Sparse
Pose
Detection
Relation
CNN
PDF
2022-02-14
Tightly Coupled Learning Strategy for Weakly Supervised Hierarchical Place Recognition
Y. Shen, R. Wang, W. Zuo, N. Zheng
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Optimization
Pose
Autonomous
PDF
2022-02-10
Deep Learning for Computational Cytology: A Survey
Hao Jiang, Yanning Zhou, Yi Lin, Ronald CK Chan, Jiang Liu, Hao Chen
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
Weakly_Supervised
Survey
Classification
Deep_Learning
Detection
Medical
PDF
2022-02-09
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?
Jiawen Zhang, Abhijit Mishra, Avinesh P.V.S, Siddharth Patwardhan, Sachin Agarwal
arXiv_CL
arXiv_CL
Unsupervised
Reinforcement_Learning
Bert
Weakly_Supervised
Knowledge
Pose
VQA
QA
PDF
2022-02-07
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images
Zhou Huang, Tian-Zhu Xiang, Huai-Xin Chen, Hang Dai
arXiv_CV
arXiv_CV
Weakly_Supervised
Sparse
Salient
Pose
Detection
Object_Detection
PDF
2022-02-03
Weakly Supervised Nuclei Segmentation via Instance Learning
Weizhen Liu, Qian He, Xuming He
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Represenation_Learning
Pose
GAN
PDF
2022-02-01
From Explanations to Segmentation: Using Explainable AI for Image Segmentation
Clemens Seibold, Johannes Künzel, Anna Hilsmann, Peter Eisert
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Classification
PDF
2022-01-31
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Buló, Elisa Ricci, Barbara Caputo
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Prediction
PDF
2022-01-24
Importance of Textlines in Historical Document Classification
Martin Kišš, Jan Kohút, Karel Beneš, Michal Hradiš
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
Prediction
PDF
2022-01-20
Revisiting Weakly Supervised Pre-Training of Visual Perception Models
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross Girshick, Piotr Dollár, Laurens van der Maaten
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Zero-Shot
Self-Supervised
PDF
2022-01-20
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning
Ekaterina Kalinicheva, Loic Landrieu, Clément Mallet, Nesrine Chehata
arXiv_CV
arXiv_CV
Point_Cloud
3D
Weakly_Supervised
Pose
Deep_Learning
Prediction
PDF
2022-01-20
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study
Weihuang Xu, Guohao Yu, Yiming Cui, Romain Gloaguen, Alina Zare, Jason Bonnette, Joel Reyes-Cabrera, Ashish Rajurkar, Diane Rowland, Roser Matamala, Julie D. Jastrow, Thomas E. Juenger, Felix B. Fritschi
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Face
Deep_Learning
PDF
2022-01-19
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods
Steve Ahlswede, Nimisha Thekke-Madam, Christian Schulz, Birgit Kleinschmit, Begüm Demir
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Quantitative
Classification
Relation
PDF
2022-01-18
Weakly Supervised Contrastive Learning for Better Severity Scoring of Lung Ultrasound
Gautam Rajendrakumar Gare, Hai V. Tran, Bennett P deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Contrastive_Learning
Prediction
PDF
2022-01-18
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation
Kunhao Yuan, Gerald Schaefer, Yu-Kun Lai, Yifan Wang, Xiyao Liu, Lin Guan, Hui Fang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Salient
Pose
Contrastive_Learning
PDF
2022-01-16
Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection
Chen Wu, Bo Du, Liangpei Zhang
arXiv_AI
arXiv_AI
Unsupervised
Weakly_Supervised
Optimization
Adversarial
Pose
Deep_Learning
Detection
CNN
PDF
2022-01-14
Transformers in Action:Weakly Supervised Action Segmentation
John Ridley, Huseyin Coskun, David Joseph Tan, Nassir Navab, Federico Tombari
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Weakly_Supervised
RNN
Salient
Pose
Action
Attention
Inference
PDF
2022-01-13
Weakly Supervised Scene Text Detection using Deep Reinforcement Learning
Emanuel Metzenthin, Christian Bartz, Christoph Meinel
arXiv_AI
arXiv_AI
Reinforcement_Learning
Weakly_Supervised
Optimization
Pose
Scene_Text
Detection
PDF
2022-01-10
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery
Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Action
Deep_Learning
PDF
2022-01-09
Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision
Yan Liu, Qingyong Hu, Yinjie Lei, Kai Xu, Jonathan Li, Yulan Guo
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Pose
Action
Attention
PDF
2022-01-08
Decoupling Makes Weakly Supervised Local Feature Better
Kunhong Li, LongguangWang, Li Liu, Qing Ran, Kai Xu, Yulan Guo
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
PDF
2022-01-06
De-rendering 3D Objects in the Wild
Felix Wimbauer, Shangzhe Wu, Christian Rupprecht
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose
Quantitative
PDF
2022-01-03
CaFT: Clustering and Filter on Tokens of Transformer for Weakly Supervised Object Localization
Ming Li
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Classification
Attention
PDF
2022-01-01
Interpretable Low-Resource Legal Decision Making
Rohan Bhambhoria, Hui Liu, Samuel Dahan, Xiaodan Zhu
arXiv_AI
arXiv_AI
Weakly_Supervised
Deep_Learning
PDF
2021-12-31
Weakly Supervised Change Detection Using Guided Anisotropic Difusion
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Detection
Attention
Prediction
PDF
2021-12-29
Disentanglement and Generalization Under Correlation Shifts
Christina M. Funke, Paul Vicol, Kuan-Chieh Wang, Matthias Kümmerer, Richard Zemel, Matthias Bethge
arXiv_CV
arXiv_CV
Weakly_Supervised
Adversarial
Relation
PDF
2021-12-29
Background-aware Classification Activation Map for Weakly Supervised Object Localization
Lei Zhu, Qi She, Qian Chen, Xiangxi Meng, Mufeng Geng, Lujia Jin, Zhe Jiang, Bin Qiu, Yunfei You, Yibao Zhang, Qiushi Ren, Yanye Lu
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
PDF
2021-12-27
Weakly Supervised Visual-Auditory Saliency Detection with Multigranularity Perception
Guotao Wang, Chenglizhao Chen, Dengping Fan, Aimin Hao, Hong Qin
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Knowledge
Pose
Deep_Learning
Detection
Prediction
PDF
2021-12-23
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
Deep_Learning
Attention
Medical
PDF
2021-12-22
Few-shot Font Generation with Weakly Supervised Localized Representations
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Few-Shot
PDF
2021-12-22
Ghost-dil-NetVLAD: A Lightweight Neural Network for Visual Place Recognition
Qingyuan Gong, Yu Liu, Liqiang Zhang, Renhe Liu
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Pose
Action
CNN
PDF
2021-12-22
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization
Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Weakly_Supervised
Pose
Summarization
PDF
2021-12-21
Decompose the Sounds and Pixels, Recompose the Events
Varshanth R. Rao, Md Ibrahim Khalil, Haoda Li, Peng Dai, Juwei Lu
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Relation
Prediction
PDF
2021-12-20
Evaluation and Comparison of Deep Learning Methods for Pavement Crack Identification with Visual Images
Kai-Liang Lu
arXiv_AI
arXiv_AI
Segmentation
Transfer_Learning
Enhancement
Weakly_Supervised
Review
Adversarial
Pose
Classification
Deep_Learning
Detection
GAN
CNN
PDF
2021-12-19
Detect what you want: Target Sound Detection
Dongchao Yang, Helin Wang, Yuexian Zou, Chao Weng
arXiv_SD
arXiv_SD
Embedding
Weakly_Supervised
Detection
Attention
PDF
2021-12-17
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching
Dingwen Zhang, Wenyuan Zeng, Guangyu Guo, Chaowei Fang, Lechao Cheng, Junwei Han
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Weakly_Supervised
Knowledge
Pose
Action
Classification
PDF
2021-12-16
Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction
Chang-You Tai, Ming-Yao Li, Lun-Wei Ku
arXiv_AI
arXiv_AI
Weakly_Supervised
Salient
Review
Pose
Action
PDF
2021-12-16
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation
Jie Qin, Jie Wu, Xuefeng Xiao, Lujun Li, Xingang Wang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Regularization
Salient
Pose
Classification
Attention
PDF
2021-12-16
Simple Questions Generate Named Entity Recognition Datasets
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
arXiv_CL
arXiv_CL
Recognition
Weakly_Supervised
Knowledge
Few-Shot
PDF
2021-12-16
Idiomatic Expression Paraphrasing without Strong Supervision
Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
Pose
PDF
2021-12-15
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions
Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu, Lei Zhang
arXiv_CV
arXiv_CV
Enhancement
Weakly_Supervised
Pose
Image_Enhancement
Deep_Learning
Detection
Object_Detection
CNN
PDF
2021-12-14
Weakly Supervised High-Fidelity Clothing Model Generation
Ruili Feng, Cheng Ma, Chengji Shen, Xin Gao, Zhenjiang Liu, Xiaobo Li, Kairi Ou, Zhengjun Zha
arXiv_AI
arXiv_AI
Unsupervised
Image_Generation
Weakly_Supervised
Pose
GAN
PDF
2021-12-13
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection
Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh
arXiv_CV
arXiv_CV
Embedding
Weakly_Supervised
Knowledge
Knowledge_Graph
Pose
VQA
Attention
Language_Model
QA
PDF
2021-12-12
Weakly Supervised Mapping of Natural Language to SQL through Question Decomposition
Tomer Wolfson, Jonathan Berant, Daniel Deutch
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Face
Action
PDF
2021-12-11
Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry
Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin
arXiv_AI
arXiv_AI
Transfer_Learning
Weakly_Supervised
Optimization
Knowledge
Survey
PDF
2021-12-10
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon, Hyeokjun Kweon, Jaeseok Jeong, Hyeonseong Kim, Shinjeong Kim, Kuk-Jin Yoon
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Sparse
Pose
Classification
PDF
2021-12-10
LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization
Zhiwei Chen, Changan Wang, Yabiao Wang, Guannan Jiang, Yunhang Shen, Ying Tai, Chengjie Wang, Wei Zhang, Liujuan Cao
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Relation
Attention
CNN
PDF
2021-12-09
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images
Qinghao Ye, Yuan Gao, Weiping Ding, Zhangming Niu, Chengjia Wang, Yinghui Jiang, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Guang Yang
arXiv_CV
arXiv_CV
Recognition
3D
Weakly_Supervised
Pose
PDF
2021-12-07
SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal
Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
PDF
2021-12-06
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation
Weixuan Sun, Jing Zhang, Zheyuan Liu, Yiran Zhong, Nick Barnes
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Attention
CNN
Prediction
PDF
2021-12-03
MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection
Yongri Piao, Jian Wang, Miao Zhang, Huchuan Lu
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Pose
Detection
Object_Detection
PDF
2021-12-01
Background Activation Suppression for Weakly Supervised Object Localization
Pingyu Wu, Wei Zhai, Yang Cao
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Inference
Prediction
PDF
2021-11-28
Learning a Weight Map for Weakly-Supervised Localization
Tal Shaharabany, Lior Wolf
arXiv_CV
arXiv_CV
Segmentation
Recognition
Weakly_Supervised
Regularization
Pose
Classification
PDF
2021-11-24
Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing
Xiaoxue Chen, Tianyu Liu, Hao Zhao, Guyue Zhou, Ya-Qin Zhang
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Attention
PDF
2021-11-24
Background-Click Supervision for Temporal Action Localization
Le Yang, Junwei Han, Tao Zhao, Tianwei Lin, Dingwen Zhang, Jianxin Chen
arXiv_CV
arXiv_CV
Weakly_Supervised
Action_Localization
Pose
Action
PDF
2021-11-20
A Deeper Look into DeepCap
Marc Habermann, Weipeng Xu, Michael Zollhoefer, Gerard Pons-Moll, Christian Theobalt
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose_Estimation
Pose
Face
Quantitative
Deep_Learning
PDF
2021-11-20
Weakly Supervised Prototype Topic Model with Discriminative Seed Words: Modifying the Category Prior by Self-exploring Supervised Signals
Bing Wang, Yue Wang, Ximing Li, Jihong Ouyang
arXiv_AI
arXiv_AI
Weakly_Supervised
Text_Classification
Knowledge
Pose
Classification
PDF
2021-11-16
Weakly-supervised fire segmentation by visualizing intermediate CNN layers
Milad Niknejad, Alexandre Bernardino
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Regularization
Pose
Classification
CNN
Autonomous
PDF
2021-11-15
Weakly-Supervised Dense Action Anticipation
Haotong Zhang, Fuhai Chen, Angela Yao
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Action
Attention
Prediction
PDF
2021-11-10
A Histopathology Study Comparing Contrastive Semi-Supervised and Fully Supervised Learning
Lantian Zhang (1 and 2), Mohamed Amgad (2), Lee A.D. Cooper (2) ((1) North Shore Country Day, Winnetka, IL, USA, (2) Department of Pathology, Northwestern University, Chicago, IL, USA)
arXiv_CV
arXiv_CV
Weakly_Supervised
Self-Supervised
Classification
PDF
2021-11-07
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information
Yu Zhang, Shweta Garg, Yu Meng, Xiusi Chen, Jiawei Han
arXiv_CL
arXiv_CL
Weakly_Supervised
Text_Classification
Pose
Face
Classification
Relation
PDF
2021-11-04
Multi-scale 2D Representation Learning for weakly-supervised moment retrieval
Ding Li, Rui Wu, Yongqiang Tang, Zhizhong Zhang, Wensheng Zhang
arXiv_CV
arXiv_CV
Weakly_Supervised
Represenation_Learning
Pose
Caption
Activity
CNN
PDF
2021-11-03
WORD: Revisiting Organs Segmentation in the Whole Abdominal Region
Xiangde Luo, Wenjun Liao, Jianghong Xiao, Tao Song, Xiaofan Zhang, Kang Li, Guotai Wang, Shaoting Zhang
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Sparse
Deep_Learning
GAN
Medical
Prediction
PDF
2021-11-02
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation
Yuan-Hao Lee, Fu-En Yang, Yu-Chiang Frank Wang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Few-Shot
PDF
2021-11-01
Nested Multiple Instance Learning with Attention Mechanisms
Saul Fuster, Trygve Eftestøl, Kjersti Engan
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Pose
Attention
PDF
2021-10-27
Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation
Weixuan Sun, Jing Zhang, Nick Barnes
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Salient
Pose
Classification
Inference
PDF
2021-10-21
Weakly Supervised Training of Monocular 3D Object Detectors Using Wide Baseline Multi-view Traffic Camera Data
Matthew Howe, Ian Reid, Jamie Mackenzie
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose
Face
Detection
Object_Detection
Autonomous
Prediction
PDF
2021-10-18
Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos
Sodiq Adewole, Philip Fernandes, James Jablonski, Andrew Copland, Michael Porter, Sana Syed, Donald Brown
arXiv_AI
arXiv_AI
Segmentation
Weakly_Supervised
Review
Pose
Classification
Detection
Activity
CNN
PDF
2021-10-18
Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection
Shiwei Zhang, Wei Ke, Lin Yang, Qixiang Ye, Xiaopeng Hong, Yihong Gong, Tong Zhang
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
Attention
PDF
2021-10-14
Contrastive Proposal Extension with Sequential Network for Weakly Supervised Object Detection
Pei Lv, Suqi Hu, Tianran Hao, Haohan Ji, Lisha Cui, Haoyi Fan, Mingliang Xu, Changsheng Xu
arXiv_CV
arXiv_CV
Weakly_Supervised
RNN
Pose
Classification
Detection
Object_Detection
Attention
PDF
2021-10-14
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
Ye Du, Zehua Fu, Qingjie Liu, Yunhong Wang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Regularization
Pose
Classification
Inference
PDF
2021-10-13
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation
Jungbeom Lee, Jooyoung Choi, Jisoo Mok, Sungroh Yoon
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Classification
PDF
2021-10-12
SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer
Wenqi Lu, Michael Toss, Emad Rakha, Nasir Rajpoot, Fayyaz Minhas
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Prediction
PDF
2021-10-12
Word Order Does Not Matter For Speech Recognition
Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
arXiv_CL
arXiv_CL
Recognition
Weakly_Supervised
Speech
Classification
Speech_Recognition
PDF
2021-10-12
Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization
Jinheng Xie, Cheng Luo, Xiangping Zhu, Ziqi Jin, Weizeng Lu, Linlin Shen
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
PDF
2021-10-10
Weakly Supervised Contrastive Learning
Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
arXiv_CV
arXiv_CV
Unsupervised
Weakly_Supervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Attention
PDF
2021-10-08
Weakly Supervised Concept Map Generation through Task-Guided Graph Translation
Jiaying Lu, Xiangjue Dong, Carl J. Yang
arXiv_AI
arXiv_AI
Unsupervised
Weakly_Supervised
Knowledge
Summarization
PDF
2021-10-08
Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation
Ke Zhang, Sihong Chen, Qi Ju, Yong Jiang, Yucong Li, Xin He
arXiv_AI
arXiv_AI
Transformer
Segmentation
Embedding
Semantic_Segmentation
Weakly_Supervised
Pose
Attention
PDF
2021-10-07
Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions
Shuang Li, Yilun Du, Antonio Torralba, Josef Sivic, Bryan Russell
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Action
Detection
Caption
PDF
2021-10-06
Data-Centric Semi-Supervised Learning
Xudong Wang, Long Lian, Stella X. Yu
arXiv_CV
arXiv_CV
Unsupervised
Weakly_Supervised
PDF
2021-10-06
A New Weakly Supervised Learning Approach for Real-time Iron Ore Feed Load Estimation
Li Guo, Yonghong Peng, Rui Qin, Bingyu Liu
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Deep_Learning
PDF
2021-10-06
Weak Novel Categories without Tears: A Survey on Weak-Shot Learning
Li Niu
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Zero-Shot
Survey
Classification
Deep_Learning
Detection
Few-Shot
Object_Detection
Image_Classification
PDF
2021-10-04
A new weakly supervised approach for ALS point cloud semantic segmentation
Puzuo Wang, Wei Yao
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Sparse
Regularization
Pose
Classification
Prediction
PDF
2021-10-04
LawSum: A weakly supervised approach for Indian Legal Document Summarization
Vedant Parikh, Vidit Mathur, Parth Metha, Nimita Mittal, Prasenjit Majumder
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Summarization
Prediction
PDF
2021-10-03
Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography
Juan Wang, Bin Xia
arXiv_AI
arXiv_AI
Segmentation
Weakly_Supervised
Pose
Prediction
PDF
2021-10-03
Bounding Box Tightness Prior for Weakly Supervised Image Segmentation
Juan Wang, Bin Xia
arXiv_AI
arXiv_AI
Segmentation
Weakly_Supervised
Pose
Medical
Prediction
PDF
2021-10-02
Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification
Edson Bollis, Helena Maia, Helio Pedrini, Sandra Avila
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Pose
Classification
Deep_Learning
Attention
PDF
2021-10-01
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation
Dwarikanath Mahapatra
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Restoration
Self-Supervised
Pose
Deep_Learning
Relation
PDF
2021-09-29
Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning
Evan Schwab, Gabriela Oana Cula, Kristopher Standish, Stephen S. F. Yip, Aleksandar Stojmirovic, Louis Ghanem, Christel Chehoud
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Classification
Activity
PDF
2021-09-28
Weakly Supervised Keypoint Discovery
Serim Ryou, Pietro Perona
arXiv_CV
arXiv_CV
Unsupervised
Weakly_Supervised
Pose
Relation
PDF
2021-09-25
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation
An Yan, Zexue He, Xing Lu, Jiang Du, Eric Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Contrastive_Learning
Text_Generation
Medical
PDF
2021-09-23
Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data
Jialei Xu, Yuanchao Bai, Xianming Liu, Junjun Jiang, Xiangyang Ji
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Weakly_Supervised
Pose
PDF
2021-09-23
Self-supervised Learning for Semi-supervised Temporal Language Grounding
Fan Luo, Shaoxiang Chen, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang
arXiv_CV
arXiv_CV
Weakly_Supervised
Self-Supervised
Pose
Contrastive_Learning
Activity
Prediction
PDF
2021-09-22
Exploring Decomposition for Table-based Fact Verification
Xiaoyu Yang, Xiaodan Zhu
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Language_Model
PDF
2021-09-20
Viewpoint Invariant Dense Matching for Visual Geolocalization
Gabriele Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo
arXiv_CV
arXiv_CV
Weakly_Supervised
Self-Supervised
Pose
Matching
PDF
2021-09-18
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic
Zijun Wu, Atharva Naik, Zi Xuan Zhang, Lili Mou
arXiv_AI
arXiv_AI
Weakly_Supervised
Knowledge
Pose
Deep_Learning
Relation
Inference
PDF
2021-09-16
A Survey on Temporal Sentence Grounding in Videos
Xiaohan Lan, Yitian Yuan, Xin Wang, Zhi Wang, Wenwu Zhu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Weakly_Supervised
Knowledge
Action_Localization
Survey
Action
Attention
PDF
2021-09-16
KnowMAN: Weakly Supervised Multinomial Adversarial Networks
Luisa März, Ehsaneddin Asgari, Fabienne Braune, Franziska Zimmermann, Benjamin Roth
arXiv_CL
arXiv_CL
Transformer
Weakly_Supervised
Knowledge
Adversarial
Pose
Language_Model
PDF
2021-09-14
Tribrid: Stance Classification with Neural Inconsistency Detection
Song Yang, Jacopo Urbani
arXiv_CL
arXiv_CL
Bert
Weakly_Supervised
Pose
Classification
Detection
Prediction
PDF
2021-09-13
Weakly Supervised Person Search with Region Siamese Networks
Chuchu Han, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, Changhu Wang
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Contrastive_Learning
PDF
2021-09-13
End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs
Armin Oliya, Amir Saffari, Priyanka Sen, Tom Ayoola
arXiv_CL
arXiv_CL
Weakly_Supervised
Knowledge
Knowledge_Graph
QA
PDF
2021-09-09
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Weakly_Supervised
Knowledge
Adversarial
Pose
Deep_Learning
Medical
PDF
2021-09-09
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation
Shilei Liu, Xiaofeng Zhao, Bochao Li, Feiliang Ren, Longhui Zhang, Shujuan Yin
arXiv_AI
arXiv_AI
Transformer
Weakly_Supervised
Knowledge
Pose
PDF
2021-09-04
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering
Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral
arXiv_CV
arXiv_CV
Transformer
3D
Weakly_Supervised
Action
Classification
VQA
Few-Shot
Prediction
QA
PDF
2021-09-04
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke
Anna Dobshik, Andrey Tulupov, Vladimir Berikov
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
PDF
2021-09-04
To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection
Yongri Piao, Jian Wang, Miao Zhang, Zhengxuan Ma, Huchuan Lu
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Pose
Detection
Object_Detection
Prediction
PDF
2021-09-03
Weakly Supervised Few-Shot Segmentation Via Meta-Learning
Pedro H. T. Gama, Hugo Oliveira, José Marcato Junior, Jefersson A. dos Santos
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Sparse
Knowledge
Pose
Few-Shot
Medical
PDF
2021-09-03
Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition
Xiyao Liu, Zhong Ji, Yanwei Pang, Zhongfei Zhang
arXiv_AI
arXiv_AI
Recognition
Weakly_Supervised
Knowledge
Self-Supervised
Pose
Classification
Few-Shot
PDF
2021-09-01
A Weakly-Supervised Surface Crack Segmentation Method using Localisation with a Classifier and Thresholding
Jacob König, Mark Jenkins, Mike Mannion, Peter Barrie, Gordon Morison
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Face
Classification
PDF
2021-08-31
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension
Roman Shapovalov, David Novotny, Benjamin Graham, Patrick Labatut, Andrea Vedaldi
arXiv_CV
arXiv_CV
Reconstruction
3D
Weakly_Supervised
Pose
Face
PDF
2021-08-30
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation
Hongjun Chen, Jinbao Wang, Hong Cai Chen, Xiantong Zhen, Feng Zheng, Rongrong Ji, Ling Shao
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Knowledge
Pose
Attention
PDF
2021-08-30
Pseudo-mask Matters inWeakly-supervised Semantic Segmentation
Yi Li, Zhanghui Kuang, Liyang Liu, Yimin Chen, Wayne Zhang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
PDF
2021-08-28
WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Prediction
PDF
2021-08-26
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning
Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Self-Supervised
Relation
Attention
Medical
PDF
2021-08-25
PGTRNet: Two-phase Weakly Supervised Object Detection with Pseudo Ground Truth Refining
Jun Wang, Hefeng Zhou, Xiaohan Yu
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
Attention
PDF
2021-08-24
Weakly Supervised Cross-platform Teenager Detection with Adversarial BERT
Peiling Yi, Arkaitz Zubiaga
arXiv_CL
arXiv_CL
Bert
Weakly_Supervised
Knowledge
Adversarial
Pose
Detection
PDF
2021-08-24
ProtoMIL: Multiple Instance Learning with Prototypical Parts for Fine-Grained Interpretability
Dawid Rymarczyk, Aneta Kaczyńska, Jarosław Kraus, Adam Pardyl, Bartosz Zieliński
arXiv_AI
arXiv_AI
Weakly_Supervised
Prediction
PDF
2021-08-23
A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation
Khoi Nguyen, Sinisa Todorovic
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Prediction
PDF
2021-08-20
Twitter User Representation using Weakly Supervised Graph Embedding
Tunazzina Islam, Dan Goldwasser
arXiv_AI
arXiv_AI
Embedding
Weakly_Supervised
Pose
Action
PDF
2021-08-19
Multi-Object Tracking with Hallucinated and Unlabeled Videos
Daniel McKee, Bing Shuai, Andrew Berneshawi, Manchen Wang, Davide Modolo, Svetlana Lazebnik, Joseph Tighe
arXiv_CV
arXiv_CV
Tracking
Weakly_Supervised
Optimization
Object_Tracking
Pose
PDF
2021-08-19
Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision
Yanwu Xu, Mingming Gong, Kayhan Batmanghelich
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Deep_Learning
Medical
PDF
2021-08-18
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images
Pourya Shamsolmoali, Jocelyn Chanussot, Masoumeh Zareapoor, Huiyu Zhou, Jie Yang
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2021-08-18
Joint Multiple Intent Detection and Slot Filling via Self-distillation
Lisong Chen, Peilin Zhou, Yuexian Zou
arXiv_CL
arXiv_CL
Weakly_Supervised
Knowledge
Pose
Detection
PDF
2021-08-17
CaT: Weakly Supervised Object Detection with Category Transfer
Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yan-Feng Wang
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Pose
Classification
Detection
Object_Detection
CNN
PDF
2021-08-17
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation
Weide Liu, Xiangfei Kong, Tzu-Yi Hung, Guosheng Lin
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Classification
PDF
2021-08-15
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping
Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Weakly_Supervised
Detection
PDF
2021-08-15
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images
Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang
arXiv_CV
arXiv_CV
Unsupervised
Weakly_Supervised
Knowledge
Pose
Classification
Relation
Image_Classification
PDF
2021-08-15
Learning Open-World Object Proposals without Learning to Classify
Dahun Kim, Tsung-Yi Lin, Anelia Angelova, In So Kweon, Weicheng Kuo
arXiv_CV
arXiv_CV
Tracking
Weakly_Supervised
Pose
Classification
Detection
Object_Detection
PDF
2021-08-15
CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images
Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Regularization
Knowledge
Pose
Action
PDF
2021-08-14
Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization
Linjiang Huang, Liang Wang, Hongsheng Li
arXiv_CV
arXiv_CV
Video_Caption
3D
Weakly_Supervised
Action_Localization
Action
Classification
Relation
Attention
Activity
PDF
2021-08-12
Automatic Gaze Analysis: A Survey of DeepLearning based Approaches
Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe, Qiang Ji
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Weakly_Supervised
Knowledge
Review
Survey
Action
Gaze_Estimation
PDF
2021-08-12
Weakly Supervised Medical Image Segmentation
Pedro H. T. Gama, Hugo Oliveira, Jefersson A. dos Santos
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Sparse
Pose
Few-Shot
Medical
PDF
2021-08-09
FIFA: Fast Inference Approximation for Action Segmentation
Yaser Souri, Yazan Abu Farha, Fabien Despinoy, Gianpiero Francesca, Juergen Gall
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Action
Inference
PDF
2021-08-09
Complementary Patch for Weakly Supervised Semantic Segmentation
Fei Zhang, Chaochen Gu, Chenyue Zhang, Yuchao Dai
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Regularization
Pose
Relation
PDF
2021-08-04
Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images
Boon Peng Yap, Beng Koon Ng
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Weakly_Supervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Medical
PDF
2021-08-03
Weakly Supervised Foreground Learning for Weakly Supervised Localization and Detection
Chen-Lin Zhang, Yin Li, Jianxin Wu
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Deep_Learning
Detection
Attention
PDF
2021-08-03
OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations
Anirudh Joshi, Sabri Eyuboglu, Shih-Cheng Huang, Jared Dunnmon, Arjun Soin, Guido Davidzon, Akshay Chaudhari, Matthew P Lungren
arXiv_CV
arXiv_CV
Weakly_Supervised
PDF
2021-08-03
Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters
Bowen Dong, Zitong Huang, Yuelin Guo, Qilong Wang, Zhenxing Niu, Wangmeng Zuo
arXiv_CV
arXiv_CV
Weakly_Supervised
Optimization
Knowledge
Classification
Detection
Object_Detection
PDF
2021-08-03
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation
Xiangrong Zhang, Zelin Peng, Peng Zhu, Tianyang Zhang, Chen Li, Huiyu Zhou, Licheng Jiao
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Attention
Prediction
PDF
2021-08-03
Dynamic Feature Regularized Loss for Weakly Supervised Semantic Segmentation
Bingfeng Zhang, Jimin Xiao, Yao Zhao
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Relation
PDF
2021-08-02
Distributed Attention for Grounded Image Captioning
Nenglun Chen, Xingjia Pan, Runnan Chen, Lei Yang, Zhiwen Lin, Yuqiang Ren, Haolei Yuan, Xiaowei Guo, Feiyue Huang, Wenping Wang
arXiv_CV
arXiv_CV
Image_Caption
Weakly_Supervised
Regularization
Pose
Attention
Caption
PDF
2021-08-02
Shallow Feature Matters for Weakly Supervised Object Localization
Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S.Kevin Zhou, Shuguang Cui
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
PDF
2021-08-01
$textrm{WeaSuL}^{pi}$: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue
Anant Khandelwal
arXiv_CL
arXiv_CL
Weakly_Supervised
Action
PDF
2021-07-30
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal Pretraining
Xunlin Zhan, Yangxin Wu, Xiao Dong, Yunchao Wei, Minlong Lu, Yichi Zhang, Hang Xu, Xiaodan Liang
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Weakly_Supervised
Self-Supervised
Pose
Caption
PDF
2021-07-30
Synth-by-Reg : Contrastive learning for synthesis-based registration of paired images
Adrià Casamitjana, Matteo Mancini, Juan Eugenio Iglesias
arXiv_CV
arXiv_CV
Reconstruction
3D
Weakly_Supervised
Pose
Contrastive_Learning
GAN
PDF
2021-07-28
Tab2Know: Building a Knowledge Base from Tables in Scientific Papers
Benno Kruit, Hongyu He, Jacopo Urbani
arXiv_AI
arXiv_AI
Weakly_Supervised
Knowledge
Pose
Ontology
PDF
2021-07-28
Normalization Matters in Weakly Supervised Object Localization
Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak
arXiv_CV
arXiv_CV
Weakly_Supervised
Review
Pose
Classification
PDF
2021-07-27
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization
Fa-Ting Hong, Jia-Chang Feng, Dan Xu, Ying Shan, Wei-Shi Zheng
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Action_Localization
Pose
Action
Attention
Activity
Prediction
PDF
2021-07-26
How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction
Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua
arXiv_AI
arXiv_AI
Weakly_Supervised
Knowledge
Knowledge_Graph
Pose
Action
Quantitative
Relation
Relation_Extraction
Attention
PDF
2021-07-26
Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans
Noa Cahan, Edith M. Marom, Shelly Soffer, Yiftach Barash, Eli Konen, Eyal Klang, Hayit Greenspan
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Knowledge
Pose
Classification
Deep_Learning
Attention
PDF
2021-07-25
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel, Dan Xu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Salient
Pose
Classification
Detection
Relation
Image_Classification
Prediction
PDF
2021-07-23
Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation
Jiabo Huang, Yang Liu, Shaogang Gong, Hailin Jin
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Relation
Attention
Activity
Matching
PDF
2021-07-23
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds
Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Fayao Liu, Tzu-Yi Hung
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Pose
PDF
2021-07-20
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries
Jie Lei, Tamara L. Berg, Mohit Bansal
arXiv_AI
arXiv_AI
Transformer
Weakly_Supervised
Salient
Caption
Prediction
PDF
2021-07-17
Looking Twice for Partial Clues: Weakly-supervised Part-Mentored Attention Network for Vehicle Re-Identification
Lisha Tang, Yi Wang, Lap-Pui Chau
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Pose
Classification
Attention
Re-identification
PDF
2021-07-17
Visual Representation Learning Does Not Generalize Strongly Within the Same Domain
Lukas Schott, Julius von Kügelgen, Frederik Träuble, Peter Gehler, Chris Russell, Matthias Bethge, Bernhard Schölkopf, Francesco Locatello, Wieland Brendel
arXiv_CV
arXiv_CV
Unsupervised
3D
Weakly_Supervised
Represenation_Learning
Pose
PDF
2021-07-16
Weakly-Supervised Object Detection Learning through Human-Robot Interaction
Elisa Maiettini, Vadim Tikhanoff, Lorenzo Natale
arXiv_RO
arXiv_RO
Weakly_Supervised
Optimization
Pose
Action
Deep_Learning
Detection
Object_Detection
PDF
2021-07-13
Enforcing Consistency in Weakly Supervised Semantic Parsing
Nitish Gupta, Sameer Singh, Matt Gardner
arXiv_CL
arXiv_CL
Weakly_Supervised
PDF
2021-07-11
Towards Accurate Localization by Instance Search
Yi-Geng Hong, Hui-Chu Xiao, Wan-Lei Zhao
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Face
Detection
Few-Shot
Object_Detection
PDF
2021-07-09
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation
Niklas Hanselmann, Nick Schneider, Benedikt Ortelt, Andreas Geiger
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Weakly_Supervised
Pose
Deep_Learning
Detection
Autonomous
PDF
2021-07-08
Heavily Augmented Sound Event Detection utilizing Weak Predictions
Hyeonuk Nam, Byeong-Yun Ko, Gyeong-Tae Lee, Seong-Hu Kim, Won-Ho Jung, Sang-Min Choi, Yong-Hwa Park
arXiv_SD
arXiv_SD
Weakly_Supervised
Speech
Pose
Detection
Prediction
PDF
2021-07-05
Weakly Supervised Named Entity Tagging with Learnable Logical Rules
Jiacheng Li, Haibo Ding, Jingbo Shang, Julian McAuley, Zhe Feng
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Boundary_Detection
Detection
PDF
2021-07-01
Inter Extreme Points Geodesics for Weakly Supervised Segmentation
Reuben Dorent, Samuel Joutard, Jonathan Shapey, Aaron Kujawa, Marc Modat, Sebastien Ourselin, Tom Vercauteren
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Prediction
PDF
2021-06-30
Weakly Supervised Temporal Adjacent Network for Language Grounding
Yuechen Wang, Jiajun Deng, Wengang Zhou, Houqiang Li
arXiv_CV
arXiv_CV
Weakly_Supervised
Caption
Activity
Prediction
PDF
2021-06-26
Scalable Teacher Forcing Network for Semi-Supervised Large Scale Data Streams
Mahardhika Pratama, Choiru Za'in, Edwin Lughofer, Eric Pardede, Dwi A. P. Rahayu
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
PDF
2021-06-25
Energy-Based Generative Cooperative Saliency Prediction
Jing Zhang, Jianwen Xie, Zilong Zheng, Nick Barnes
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Pose
Prediction
PDF
2021-06-21
Affinity Mixup for Weakly Supervised Sound Event Detection
Mohammad Rasool Izadi, Robert Stevenson, Laura N. Kloepper
arXiv_SD
arXiv_SD
Weakly_Supervised
Regularization
Pose
Detection
Attention
CNN
PDF
2021-06-21
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules
Urtzi Otamendi, Iñigo Martinez, Marco Quartulli, Igor G. Olaizola, Elisabeth Viles, Werther Cambarau
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
RNN
Pose
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
PDF
2021-06-21
Open-set Label Noise Can Improve Robustness Against Inherent Label Noise
Hongxin Wei, Lue Tao, Renchunzi Xie, Bo An
arXiv_AI
arXiv_AI
Weakly_Supervised
Regularization
Pose
Detection
Prediction
PDF
2021-06-21
Brain tumor grade classification Using LSTM Neural Networks with Domain Pre-Transforms
Maedeh Sadat Fasihi (1), Wasfy B. Mikhael (1) ((1) Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL)
arXiv_CV
arXiv_CV
Weakly_Supervised
RNN
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2021-06-19
Exploring Visual Context for Weakly Supervised Person Search
Yichao Yan, Jinpeng Li, Shengcai Liao, Jie Qin, Bingbing Ni, Xiaokang Yang, Ling Shao
arXiv_CV
arXiv_CV
Person_Re-identification
Weakly_Supervised
Pose
Detection
Re-identification
PDF
2021-06-19
Informative Class Activation Maps
Zhenyue Qin, Dongwoo Kim, Tom Gedeon
arXiv_CV
arXiv_CV
Weakly_Supervised
Quantitative
Classification
Image_Classification
PDF
2021-06-18
Towards Single Stage Weakly Supervised Semantic Segmentation
Peri Akiva, Kristin Dana
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Weakly_Supervised
Classification
PDF
2021-06-18
Weakly Supervised Pre-Training for Multi-Hop Retriever
Yeon Seonwoo, Sang-Woo Lee, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Detection
QA
PDF
2021-06-17
To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision
Chunlu Li, Andreas Morel-Forster, Thomas Vetter, Bernhard Egger, Adam Kortylewski
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
3D
Weakly_Supervised
Pose
Face
Quantitative
PDF
2021-06-15
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis
Dwarikanath Mahapatra, Ankur Singh
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Relation
GAN
Medical
PDF
2021-06-14
Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction
Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang, Liming Chen
arXiv_CV
arXiv_CV
Reconstruction
3D
Weakly_Supervised
Pose
Face
PDF
2021-06-14
Automatic Document Sketching: Generating Drafts from Analogous Texts
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
arXiv_CL
arXiv_CL
Transformer
Reinforcement_Learning
Weakly_Supervised
Sketch
Review
Text_Generation
Language_Model
Prediction
PDF
2021-06-14
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering
Zhihong Shao, Lifeng Shang, Qun Liu, Minlie Huang
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Relation
PDF
2021-06-08
A Synchronized Reprojection-based Model for 3D Human Pose Estimation
Yicheng Deng, Cheng Sun, Yongqi Sun, Jiahui Zhu
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose_Estimation
Adversarial
Pose
GAN
PDF
2021-06-08
Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer
Yulin Li, Jianfeng He, Tianzhu Zhang, Xiang Liu, Yongdong Zhang, Feng Wu
arXiv_CV
arXiv_CV
Transformer
Person_Re-identification
Weakly_Supervised
Knowledge
Pose
Re-identification
PDF
2021-06-08
Salvage of Supervision in Weakly Supervised Detection
Lin Sui, Chen-Lin Zhang, Jianxin Wu
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
Attention
Inference
PDF
2021-06-08
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation
Bingfeng Zhang, Jimin Xiao, Jianbo Jiao, Yunchao Wei, Yao Zhao
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Optimization
Pose
Attention
CNN
PDF
2021-06-07
Weakly Supervised Volumetric Image Segmentation with Deformed Templates
Udaranga Wickramasinghe, Pascal Fua
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Sparse
Pose
Face
PDF
2021-06-06
Large-scale Unsupervised Semantic Segmentation
Shang-Hua Gao, Zhong-Yu Li, Ming-Hsuan Yang, Ming-Ming Cheng, Junwei Han, Philip Torr
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Weakly_Supervised
Represenation_Learning
Pose
Classification
PDF
2021-06-04
Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions
Shishir Adhikari, Akshay Uppal, Robin Mermelstein, Tanya Berger-Wolf, Elena Zheleva
arXiv_CL
arXiv_CL
Weakly_Supervised
Classification
Detection
PDF
2021-06-02
Personalizing Pre-trained Models
Mina Khan, P Srivatsa, Advait Rane, Shriram Chenniappa, Asadali Hazariwala, Pattie Maes
arXiv_CV
arXiv_CV
Image_Caption
Weakly_Supervised
Represenation_Learning
Self-Supervised
Few-Shot
PDF
2021-06-02
Artificial Perceptual Learning: Image Categorization with Weak Supervision
Chengliang Tang, María Uriarte, Helen Jin, Douglas C. Morton, Tian Zheng
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Survey
PDF
2021-06-02
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classication
Zhuchen Shao, Hao Bian, Yang Chen, Yifeng Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Pose
Classification
Relation
PDF
2021-05-31
WiCluster: Passive Indoor 2D/3D Positioning using WiFi without Precise Labels
Ilia Karmanov, Farhad G. Zanjani, Simone Merlin, Ishaque Kadampot, Daniel Dijkman
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Sketch
PDF
2021-05-29
Automatic CT Segmentation from Bounding Box Annotations using Convolutional Neural Networks
Yuanpeng Liu, Qinglei Hui, Zhiyi Peng, Shaolin Gong, Dexing Kong
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Pose
GAN
Medical
CNN
PDF
2021-05-28
Controllable Abstractive Dialogue Summarization with Sketch Supervision
Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong
arXiv_AI
arXiv_AI
Weakly_Supervised
Sketch
Summarization
PDF
2021-05-27
ICDAR 2021 Competition on Historical Map Segmentation
Joseph Chazalon (1), Edwin Carlinet (1), Yizi Chen (1 and 2), Julien Perret (2 and 3), Bertrand Duménieu (3), Clément Mallet (2), Thierry Géraud (1), Vincent Nguyen (4 and 5), Nam Nguyen (4), Josef Baloun (6 and 7), Ladislav Lenc (6 and 7), Pavel Král (6 and 7) ((1) EPITA Research and Development Lab. (LRDE), EPITA, France, (2) Univ. Gustave Eiffel, IGN-ENSG, LaSTIG, France, (3) LaDéHiS, CRH, EHESS, France, (4) L3i, University of La Rochelle, France, (5) Liris, INSA-Lyon, France, (6) Department of Computer Science and Engineering, University of West Bohemia, Univerzitní, Pilsen, Czech Republic, (7) NTIS - New Technologies for the Information Society, University of West Bohemia, Univerzitní, Pilsen, Czech Republic)
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Detection
Matching
PDF
2021-05-26
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition
Yinghao Li, Pranav Shetty, Lucas Liu, Chao Zhang, Le Song
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Recognition
Bert
Weakly_Supervised
Pose
Prediction
PDF
2021-05-26
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification
Jiansheng Fang, Yanwu Xu, Yitian Zhao, Yuguang Yan, Junling Liu, Jiang Liu
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Knowledge
Pose
Classification
Deep_Learning
Attention
PDF
2021-05-25
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients
Weiyi Xie, Colin Jacobs, Bram van Ginneken
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Quantitative
Classification
Attention
PDF
2021-05-24
Few-Shot Upsampling for Protest Size Detection
Andrew Halterman, Benjamin J. Radford
arXiv_CL
arXiv_CL
Transformer
Weakly_Supervised
Zero-Shot
Pose
Action
Detection
Few-Shot
Language_Model
PDF
2021-05-23
Heuristic Weakly Supervised 3D Human Pose Estimation in Novel Contexts without Any 3D Pose Ground Truth
Shuangjun Liu, Xiaofei Huang, Nihang Fu, Sarah Ostadabbas
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Optimization
Pose_Estimation
Pose
Quantitative
Attention
Inference
PDF
2021-05-23
Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition
Bulut Aygunes, Ramazan Gokberk Cinbis, Selim Aksoy
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Knowledge
Pose
Classification
Attention
PDF
2021-05-21
Self-learning for weakly supervised Gleason grading of local patterns
Julio Silva-Rodríguez, Adrián Colomer, Jose Dolz, Valery Naranjo
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Prediction
PDF
2021-05-19
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation
Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Sparse
Salient
Pose
Detection
Relation
PDF
2021-05-18
Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching
Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu
arXiv_CV
arXiv_CV
Video_Caption
Weakly_Supervised
Knowledge
Pose
Caption
Activity
Matching
PDF
2021-05-18
Emotion Eliciting Machine: Emotion Eliciting Conversation Generation based on Dual Generator
Hao Jiang, Yutao Zhu, Xinyu Zhang, Zhicheng Dou, Pan Du, Te Pi, Yantao Jia
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Emotion
QA
PDF
2021-05-17
FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection
Yi Wei, Shang Su, Jiwen Lu, Jie Zhou
arXiv_CV
arXiv_CV
Segmentation
Point_Cloud
3D
Weakly_Supervised
Sparse
Pose
Detection
Object_Detection
PDF
2021-05-13
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
Shiyi Lan, Zhiding Yu, Christopher Choy, Subhashree Radhakrishnan, Guilin Liu, Yuke Zhu, Larry S. Davis, Anima Anandkumar
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Relation
Inference
PDF
2021-05-13
TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning
Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo
arXiv_CV
arXiv_CV
Transfer_Learning
Weakly_Supervised
Zero-Shot
Pose
Face
Detection
PDF
2021-05-12
Discrete representations in neural models of spoken language
Bertrand Higy, Lieke Gelderloos, Afra Alishahi, Grzegorz Chrupała
arXiv_CL
arXiv_CL
Embedding
Quantization
Weakly_Supervised
Pose
PDF
2021-05-12
WildGait: Learning of Gait Representations from Raw Surveillance Streams
Adrian Cosma, Emilian Radoi
arXiv_CV
arXiv_CV
Surveillance
Recognition
Gait_Recognition
Weakly_Supervised
Pose
CNN
PDF
2021-05-11
Representation Learning via Global Temporal Alignment and Cycle-Consistency
Isma Hadji, Konstantinos G. Derpanis, Allan D. Jepson
arXiv_CV
arXiv_CV
Reconstruction
Embedding
3D
Weakly_Supervised
Represenation_Learning
Pose
Action
Classification
PDF
2021-05-11
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules
Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, Mubarak Shah
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
VQA
Object_Detection
Attention
QA
PDF
2021-05-10
Weakly supervised pan-cancer segmentation tool
Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Quantitative
PDF
2021-05-10
Action Shuffling for Weakly Supervised Temporal Localization
Xiao-Yu Zhang, Haichao Shi, Changsheng Li, Xinchu Shi
arXiv_CV
arXiv_CV
Weakly_Supervised
Adversarial
Self-Supervised
Action_Localization
Pose
Action
GAN
Prediction
PDF
2021-05-06
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes
Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian, Juan Pablo Bello
arXiv_SD
arXiv_SD
Weakly_Supervised
Pose
PDF
2021-05-06
Weakly Supervised Action Selection Learning in Video
Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Action
Activity
Prediction
PDF
2021-05-05
Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation
Puzuo Wang, Wei Yao
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Sparse
Pose
Prediction
PDF
2021-05-04
Real-time Deep Dynamic Characters
Marc Habermann, Lingjie Liu, Weipeng Xu, Michael Zollhoefer, Gerard Pons-Moll, Christian Theobalt
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose
Face
CNN
PDF
2021-05-04
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media
Youngseo Son, H Andrew Schwartz
arXiv_CL
arXiv_CL
Embedding
Weakly_Supervised
Pose
Face
Classification
Relation
Prediction
PDF
2021-05-04
Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder
Weijia Zhang
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Medical
Prediction
PDF
2021-05-03
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
Tsung-Wei Ke, Jyh-Jing Hwang, Stella X. Yu
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Sparse
Pose
Contrastive_Learning
Relation
PDF
2021-05-03
Weakly supervised deep learning-based intracranial hemorrhage localization
Jakub Nemcek, Tomas Vicar, Roman Jakubicek
arXiv_CV
arXiv_CV
Weakly_Supervised
Deep_Learning
Medical
PDF
2021-04-30
Cleaning Label Noise with Clusters for Minimally Supervised Anomaly Detection
Muhammad Zaigham Zaheer, Jin-ha Lee, Marcella Astrid, Arif Mahmood, Seung-Ik Lee
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
PDF
2021-04-29
MinMaxCAM: Improving object coverage for CAM-basedWeakly Supervised Object Localization
Kaili Wang, Jose Oramas, Tinne Tuytelaars
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Regularization
Pose
PDF
2021-04-29
Action Unit Memory Network for Weakly Supervised Temporal Action Localization
Wang Luo, Tianzhu Zhang, Wenfei Yang, Jingen Liu, Tao Mei, Feng Wu, Yongdong Zhang
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Action_Localization
Pose
Action
Attention
Activity
PDF
2021-04-29
Learning Actor-centered Representations for Action Localization in Streaming Videos using Predictive Learning
Sathyanarayanan N. Aakur, Sudeep Sarkar
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Weakly_Supervised
Self-Supervised
Action_Localization
Pose
Action
Attention
PDF
2021-04-27
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation
Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Medical
PDF
2021-04-27
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model
Qian He, Shuailin Li, Xuming He
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Pose
Denoising
GAN
Medical
Prediction
PDF
2021-04-26
Weakly Supervised Multi-task Learning for Concept-based Explainability
Catarina Belém, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro
arXiv_AI
arXiv_AI
Weakly_Supervised
Knowledge
Pose
Detection
Medical
Prediction
PDF
2021-04-23
From Weakly Supervised Learning to Biquality Learning: an Introduction
Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols, Adam Ouorou
arXiv_AI
arXiv_AI
Weakly_Supervised
Review
Pose
Face
PDF
2021-04-23
Knodle: Modular Weakly Supervised Learning with PyTorch
Anastasiia Sedova, Andreas Stephan, Marina Speranskaya, Benjamin Roth
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Deep_Learning
Relation
Prediction
PDF
2021-04-21
Improving Weakly-supervised Object Localization via Causal Intervention
Feifei Shao, Yawei Luo, Li Zhang, Lu Ye, Siliang Tang, Yi Yang, Jun Xiao
arXiv_CV
arXiv_CV
Weakly_Supervised
Sparse
Pose
Attention
PDF
2021-04-20
Transformer Transforms Salient Object Detection and Camouflaged Object Detection
Yuxin Mao, Jing Zhang, Zhexiong Wan, Yuchao Dai, Aixuan Li, Yunqiu Lv, Xinyu Tian, Deng-Ping Fan, Nick Barnes
arXiv_CV
arXiv_CV
Transformer
Segmentation
Weakly_Supervised
Salient
Self-Supervised
Pose
Classification
Detection
Relation
Object_Detection
Prediction
PDF
2021-04-20
An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI
Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
arXiv_CV
arXiv_CV
Embedding
Transfer_Learning
Weakly_Supervised
Pose
Deep_Learning
Attention
Medical
CNN
Prediction
PDF
2021-04-20
Detector-Free Weakly Supervised Grounding by Separation
Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogerio Feris, Leonid Karlinsky
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2021-04-18
Reference-based Weak Supervision for Answer Sentence Selection using Web Data
Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti
arXiv_AI
arXiv_AI
Weakly_Supervised
QA
PDF
2021-04-18
MonoGRNet: A General Framework for Monocular 3D Object Detection
Zengyi Qin, Jinglu Wang, Yan Lu
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2021-04-18
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization
Ziqian Zeng, Yangqiu Song
arXiv_AI
arXiv_AI
Weakly_Supervised
Regularization
Pose
Sentiment
Prediction
PDF
2021-04-16
Weakly Supervised Object Localization and Detection: A Survey
Dingwen Zhang, Junwei Han, Gong Cheng, Ming-Hsuan Yang
arXiv_CV
arXiv_CV
Weakly_Supervised
Review
Pose
Survey
Deep_Learning
Detection
Relation
Attention
PDF
2021-04-15
Exploring Visual Engagement Signals for Representation Learning
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Represenation_Learning
Emotion
Action
Classification
Detection
PDF
2021-04-15
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning
Boyang Wan, Yuming Fang, Xue Xia, Jiajie Mei
arXiv_CV
arXiv_CV
Surveillance
Weakly_Supervised
Pose
Detection
PDF
2021-04-14
Cross-geographic Bias Detection in Toxicity Modeling
Sayan Ghosh, Dylan Baker, David Jurgens, Vinodkumar Prabhakaran
arXiv_CL
arXiv_CL
Weakly_Supervised
Salient
Detection
PDF
2021-04-14
A Weakly Supervised Model for Solving Math word Problems
Oishik Chatterjee, Aashish Waikar, Vishwajeet Kumar, Ganesh Ramakrishnan, Kavi Arya
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
PDF
2021-04-13
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition
Xinyan Zhao, Haibo Ding, Zhe Feng
arXiv_CL
arXiv_CL
Recognition
Weakly_Supervised
Pose
Relation
PDF
2021-04-11
Fine-Grained Attention for Weakly Supervised Object Localization
Junghyo Sohn, Eunjin Jeon, Wonsik Jung, Eunsong Kang, Heung-Il Suk
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Deep_Learning
Attention
Autonomous
PDF
2021-04-10
Deep Weakly Supervised Positioning
Ruoyu Wang, Xuchu Xu, Li Ding, Yang Huang, Chen Feng
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
PDF
2021-04-10
Representation Learning for Weakly Supervised Relation Extraction
Zhuang Li
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
Represenation_Learning
Knowledge
Action
Classification
Relation
Relation_Extraction
PDF
2021-04-07
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks
Shunsuke Saito, Jinlong Yang, Qianli Ma, Michael J. Black
arXiv_CV
arXiv_CV
Embedding
3D
Weakly_Supervised
Pose
Face
Relation
PDF
2021-04-07
LIFE: Lighting Invariant Flow Estimation
Zhaoyang Huang, Xiaokun Pan, Runsen Xu, Yan Xu, Kachun Cheung, Guofeng Zhang, Hongsheng Li
arXiv_CV
arXiv_CV
Weakly_Supervised
Sparse
Pose
Matching
PDF
2021-04-07
Active learning using weakly supervised signals for quality inspection
Antoine Cordier, Deepan Das, Pierre Gutierrez
arXiv_AI
arXiv_AI
Weakly_Supervised
Adversarial
CNN
PDF
2021-04-07
MPN: Multimodal Parallel Network for Audio-Visual Event Localization
Jiashuo Yu, Ying Cheng, Rui Feng
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Classification
Attention
PDF
2021-04-06
Weakly supervised segmentation with cross-modality equivariant constraints
Gaurav Patel, Jose Dolz
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Prediction
PDF
2021-04-06
Weakly Supervised Video Salient Object Detection
Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu, Junwei Han
arXiv_CV
arXiv_CV
Weakly_Supervised
RNN
Salient
Pose
Detection
Object_Detection
PDF
2021-04-06
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation
Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Sparse
Pose
Relation
PDF
2021-04-05
Robust Trust Region for Weakly Supervised Segmentation
Dmitrii Marin, Yuri Boykov
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Gradient_Descent
Weakly_Supervised
Optimization
Pose
Action
Deep_Learning
PDF
2021-04-04
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection
Jia-Chang Feng, Fa-Ting Hong, Wei-Shi Zheng
arXiv_CV
arXiv_CV
Weakly_Supervised
Sparse
Pose
Detection
Attention
PDF
2021-04-01
Positive Sample Propagation along the Audio-Visual Event Line
Jinxing Zhou, Liang Zheng, Yiran Zhong, Shijie Hao, Meng Wang
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Relation
PDF
2021-04-01
Two-phase weakly supervised object detection with pseudo ground truth mining
Jun Wang
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
Attention
PDF
2021-03-30
DAP: Detection-Aware Pre-training with Weak Supervision
Yuanyi Zhong, Jianfeng Wang, Lijuan Wang, Jian Peng, Yu-Xiong Wang, Lei Zhang
arXiv_CV
arXiv_CV
Weakly_Supervised
Classification
Detection
Object_Detection
Image_Classification
PDF
2021-03-30
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context
Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Weakly_Supervised
Action_Localization
Pose
Action_Recognition
Action
Classification
Activity
Prediction
PDF
2021-03-30
Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays
Xiaosong Wang, Ziyue Xu, Leo Tam, Dong Yang, Daguang Xu
arXiv_CV
arXiv_CV
Transformer
Weakly_Supervised
Self-Supervised
Pose
Classification
Medical
Language_Model
PDF
2021-03-29
Visual Distant Supervision for Scene Graph Generation
Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
arXiv_CV
arXiv_CV
Image_Caption
Weakly_Supervised
Knowledge
Pose
Classification
Relation
Visual_Relation
PDF
2021-03-28
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization
Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua
arXiv_CV
arXiv_CV
Weakly_Supervised
Action_Localization
Action
Classification
Attention
Activity
PDF
2021-03-27
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization
Wei Gao, Fang Wan, Xingjia Pan, Zhiliang Peng, Qi Tian, Zhenjun Han, Bolei Zhou, Qixiang Ye
arXiv_CV
arXiv_CV
Transformer
Embedding
Weakly_Supervised
Action
Classification
Attention
CNN
PDF
2021-03-26
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation
Yazhou Yao, Tao Chen, Guosen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Salient
Pose
Classification
Relation
PDF
2021-03-25
Few-shot Weakly-Supervised Object Detection via Directional Statistics
Amirreza Shaban, Amir Rahimi, Thalaiyasingam Ajanthan, Byron Boots, Richard Hartley
arXiv_CV
arXiv_CV
Embedding
Weakly_Supervised
Pose
Detection
Few-Shot
Object_Detection
PDF
2021-03-24
Relation-aware Instance Refinement for Weakly Supervised Visual Grounding
Yongfei Liu, Bo Wan, Lin Ma, Xuming He
arXiv_CV
arXiv_CV
Image_Caption
Weakly_Supervised
Pose
Classification
Relation
Caption
Matching
PDF
2021-03-23
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency
Qing Liu, Vignesh Ramanathan, Dhruv Mahajan, Alan Yuille, Zhenheng Yang
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Relation
Prediction
PDF
2021-03-23
Joint Weakly Supervised AT and AED Using Deep Feature Distillation and Adaptive Focal Loss
Yunhao Liang, Yanhua Long, Yijie Li, Jiaen Liang
arXiv_SD
arXiv_SD
Weakly_Supervised
Pose
Detection
Prediction
PDF
2021-03-19
Learning Task Decomposition with Ordered Memory Policy Network
Yuchen Lu, Yikang Shen, Siyuan Zhou, Aaron Courville, Joshua B. Tenenbaum, Chuang Gan
arXiv_AI
arXiv_AI
Unsupervised
Weakly_Supervised
Pose
PDF
2021-03-17
ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity
Dan Ruta, Saeid Motiian, Baldo Faieta, Zhe Lin, Hailin Jin, Alex Filipkowski, Andrew Gilbert, John Collomosse
arXiv_CV
arXiv_CV
Embedding
Weakly_Supervised
Represenation_Learning
PDF
2021-03-17
Learning Discriminative Prototypes with Dynamic Time Warping
Xiaobin Chang, Frederick Tung, Greg Mori
arXiv_CV
arXiv_CV
Segmentation
Recognition
Weakly_Supervised
Pose
Action
Classification
Deep_Learning
Summarization
PDF
2021-03-16
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation
Jungbeom Lee, Jihun Yi, Chaehun Shin, Sungroh Yoon
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Detection
Object_Detection
PDF
2021-03-16
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation
Jungbeom Lee, Eunji Kim, Sungroh Yoon
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Regularization
Adversarial
Classification
PDF
2021-03-15
XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition
Zi-Qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Li-Rong Dai
arXiv_CL
arXiv_CL
Embedding
Recognition
Weakly_Supervised
Represenation_Learning
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2021-03-12
A Weakly Supervised Approach for Classifying Stance in Twitter Replies
Sumeet Kumar, Ramon Villa Cox, Matthew Babcock, Kathleen M. Carley
arXiv_CL
arXiv_CL
Weakly_Supervised
Adversarial
Pose
Action
PDF
2021-03-11
Temporal Action Segmentation from Timestamp Supervision
Zhe Li, Yazan Abu Farha, Juergen Gall
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Action
PDF
2021-03-10
An Image-based Approach of Task-driven Driving Scene Categorization
Shaochi Hu, Hanwei Fan, Biao Gao, XijunZhao, Huijing Zhao
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Contrastive_Learning
Autonomous
PDF
2021-03-09
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation
Chaohao Xie, Dongwei Ren, Lei Wang, Qinghua Hu, Liang Lin, Wangmeng Zuo
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Optimization
PDF
2021-03-08
Unveiling the Potential of Structure-Preserving for Weakly Supervised Object Localization
Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu
arXiv_CV
arXiv_CV
Weakly_Supervised
Regularization
Pose
Classification
Relation
CNN
PDF
2021-03-06
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection
Chia-Yu Hsu, Wenwen Li
arXiv_CV
arXiv_CV
Weakly_Supervised
RNN
Pose
Classification
Detection
Object_Detection
PDF
2021-03-04
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs
Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Classification
PDF
2021-03-02
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation
Yukun Su, Ruizhou Sun, Guosheng Lin, Qingyao Wu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Recognition
Weakly_Supervised
Pose
Classification
Deep_Learning
PDF
2021-03-01
Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning
Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Adversarial
Pose
PDF
2021-02-21
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification
Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
Attention
CNN
Image_Classification
PDF
2021-02-18
WebRED: Effective Pretraining And Finetuning For Relation Extraction On The Web
Robert Ormandi, Mohammad Saleh, Erin Winter, Vinay Rao
arXiv_CL
arXiv_CL
Weakly_Supervised
Knowledge
Action
Relation
Relation_Extraction
PDF
2021-02-17
Weakly Supervised Learning of Rigid 3D Scene Flow
Zan Gojcic, Or Litany, Andreas Wieser, Leonidas J. Guibas, Tolga Birdal
arXiv_AI
arXiv_AI
Segmentation
3D
Weakly_Supervised
Optimization
Pose
Action
Autonomous
PDF
2021-02-06
Neural Data-to-Text Generation with LM-based Text Augmentation
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Few-Shot
Text_Generation
PDF
2021-02-06
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling
Ernie Chang, Vera Demberg, Alex Marin
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
PDF
2021-02-05
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity
Jang-Hyun Kim, Wonho Choo, Hosan Jeong, Hyun Oh Song
arXiv_AI
arXiv_AI
Weakly_Supervised
Optimization
Salient
Pose
PDF
2021-02-04
Disambiguation of weak supervision with exponential convergence rates
Vivien Cabannes, Francis Bach, Alessandro Rudi
arXiv_AI
arXiv_AI
Weakly_Supervised
Review
Pose
PDF
2021-02-03
Bootstrapping Multilingual AMR with Contextual Word Alignments
Janaki Sheth, Young-Suk Lee, Ramon Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward
arXiv_AI
arXiv_AI
Transformer
Embedding
Bert
Weakly_Supervised
PDF
2021-02-03
Multimodal-Aware Weakly Supervised Metric Learning with Self-weighting Triplet Loss
Huiyuan Deng, Xiangzhu Meng, Lin Feng
arXiv_AI
arXiv_AI
Gradient_Descent
Weakly_Supervised
Optimization
Pose
PDF
2021-01-28
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning
Amrita Saha, Shafiq Joty, Steven C.H. Hoi
arXiv_CL
arXiv_CL
Reinforcement_Learning
Bert
Weakly_Supervised
Pose
Action
Language_Model
Matching
PDF
2021-01-25
Weakly Supervised Thoracic Disease Localization via Disease Masks
Hyun-Woo Kim, Hong-Gyu Jung, Seong-Whan Lee
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
Deep_Learning
Attention
Medical
PDF
2021-01-25
Weakly Supervised Learning for Facial Behavior Analysis : A Review
Gnana Praveen R, Eric Granger, Patrick Cardinal
arXiv_CV
arXiv_CV
Weakly_Supervised
Review
Action
Deep_Learning
PDF
2021-01-23
Hierarchical Domain Invariant Variational Auto-Encoding with weak domain supervision
Xudong Sun, Florian Buettner
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
PDF
2021-01-21
Expectation-Maximization Regularized DeepLearning for Weakly Supervised Tumor Segmentation for Glioblastoma
Chao Li, Wenjian Huang, Xi Chen, Yiran Wei, Stephen J. Price, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Regularization
Pose
Deep_Learning
Prediction
PDF
2021-01-21
Discovering Multi-Label Actor-Action Association in a Weakly Supervised Setting
Sovan Biswas, Juergen Gall
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Action
Detection
PDF
2021-01-20
Online Active Proposal Set Generation for Weakly Supervised Object Detection
Ruibing Jin, Guosheng Lin, Changyun Wen
arXiv_CV
arXiv_CV
Weakly_Supervised
Optimization
Pose
Detection
Object_Detection
PDF
2021-01-19
Towards duration robust weakly supervised sound event detection
Heinrich Dinkel, Mengyue Wu, Kai Yu
arXiv_SD
arXiv_SD
Weakly_Supervised
RNN
Knowledge
Pose
Detection
Prediction
PDF
2021-01-08
Extracting Pasture Phenotype and Biomass Percentages using Weakly Supervised Multi-target Deep Learning on a Small Dataset
Badri Narayanan, Mohamed Saadeldin, Paul Albert, Kevin McGuinness, Brian Mac Namee
arXiv_CV
arXiv_CV
Transfer_Learning
Weakly_Supervised
Pose
Deep_Learning
Prediction
PDF
2021-01-06
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos
Bin Zhao, Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte
arXiv_CV
arXiv_CV
Segmentation
Tracking
Weakly_Supervised
Pose
Deep_Learning
PDF
2021-01-03
Weakly Supervised Multi-Object Tracking and Segmentation
Idoia Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Joan Serrat
arXiv_CV
arXiv_CV
Segmentation
Tracking
Unsupervised
Weakly_Supervised
Object_Tracking
Pose
Classification
Prediction
PDF
2021-01-03
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization
Ashraful Islam, Chengjiang Long, Richard J. Radke
arXiv_AI
arXiv_AI
Weakly_Supervised
Action_Localization
Pose
Action
Classification
Attention
Activity
PDF
2020-12-17
FG-Net: Fast Large-Scale LiDAR Point CloudsUnderstanding Network Leveraging CorrelatedFeature Mining and Geometric-Aware Modelling
Kangcheng Liu, Zhi Gao, Feng Lin, Ben M. Chen
arXiv_CV
arXiv_CV
Transfer_Learning
Point_Cloud
Weakly_Supervised
Pose
Deep_Learning
Relation
CNN
PDF
2020-12-15
Robots Understanding Contextual Information in Human-Centered Environments using Weakly Supervised Mask Data Distillation
Daniel Dworakowski, Goldie Nejat
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Weakly_Supervised
Sparse
Pose
Classification
Detection
Caption
CNN
Autonomous
PDF
2020-12-14
Towards localisation of keywords in speech using weak supervision
Kayode Olaleye, Benjamin van Niekerk, Herman Kamper
arXiv_CL
arXiv_CL
Weakly_Supervised
Salient
Speech
Self-Supervised
PDF
2020-12-09
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation
Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Action
Deep_Learning
Relation
Attention
Prediction
PDF
2020-12-08
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence
Siyue Yu, Bingfeng Zhang, Jimin Xiao, Eng Gee Lim
arXiv_CV
arXiv_CV
Weakly_Supervised
Sparse
Regularization
Salient
Pose
Detection
Object_Detection
Attention
PDF
2020-12-08
Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning
Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Detection
Relation
Attention
Prediction
PDF
2020-12-07
Learning from Experience for Rapid Generation of Local Car Maneuvers
Piotr Kicki, Tomasz Gawron, Krzysztof Ćwian, Mete Ozay, Piotr Skrzypczyński
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
PDF
2020-12-05
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects
Sandipan Banerjee, Ajjen Joshi, Jay Turcot, Bryan Reimer, Taniya Mishra
arXiv_CV
arXiv_CV
Reconstruction
Weakly_Supervised
Pose
Face
Action
Classification
Attention
PDF
2020-12-04
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation
Dongfang Liu, Yiming Cui, Liqi Yan, Christos Mousas, Baijian Yang, Yingjie Chen
arXiv_CV
arXiv_CV
Image_Caption
Weakly_Supervised
Image_Retrieval
CNN
PDF
2020-12-03
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences
Qunjie Zhou, Torsten Sattler, Laura Leal-Taixe
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Deep_Learning
Detection
Matching
PDF
2020-12-02
ACE-Net: Fine-Level Face Alignment through Anchors and Contours Estimation
Jihua Huang, Amir Tamrakar
arXiv_CV
arXiv_CV
Facial_Landmark
Weakly_Supervised
Pose
Face
Contour
PDF
2020-12-01
3D Guided Weakly Supervised Semantic Segmentation
Weixuan Sun, Jing Zhang, Nick Barnes
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Sparse
Pose
Inference
PDF
2020-11-30
Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm
Ti Bai, Biling Wang, Dan Nguyen, Steve Jiang
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose
Deep_Learning
Denoising
PDF
2020-11-25
DRACO: Weakly Supervised Dense Reconstruction And Canonicalization of Objects
Rahul Sajnani, AadilMehdi Sanchawala, Krishna Murthy Jatavallabhula, Srinath Sridhar, K. Madhava Krishna
arXiv_AI
arXiv_AI
Reconstruction
3D
Weakly_Supervised
Sparse
Pose_Estimation
Pose
Inference
PDF
2020-11-24
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection
Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Detection
Relation
PDF
2020-11-23
Prior to Segment: Foreground Cues for Novel Objects in Partially Supervised Instance Segmentation
David Biertimpel, Sindi Shkodrani, Anil S. Baslamisli, Nóra Baka
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Classification
Prediction
PDF
2020-11-23
Accurate and Rapid Diagnosis of COVID-19 Pneumonia with Batch Effect Removal of Chest CT-Scans and Interpretable Artificial Intelligence
Rassa Ghavami (1,2), Mehrab Hamidi (1,2), Saeed Masoudian (1), Amir Mohseni (1), Hamzeh Lotfalinezhad (1), Mohammad Ali Kazemi (3), Behnaz Moradi (3), Mahyar Ghafoori (4), Omid Motamedi (4), Omid Pournik (4), Kiara Rezaei-Kalantari (5), Amirreza Manteghinezhad (6), Shaghayegh Haghjooy (6), Fateme Abdoli Nezhad (7), Ahmad Enhesari (7), Mohammad Saeed Kheyrkhah (8), Razieh Eghtesadi (9), Javid Azadbakht (10), Akbar Aliasgharzadeh (9), Mohammad Reza Sharif (11), Ali Khaleghi (12), Abbas Foroutan (13), Hossein Ghanaati (3), Hamed Dashti (1), Hamid R. Rabiee (1,2) ((1) AI-Med Group, AI Innovation Center, Sharif University of Technology, Tehran, Iran, (2) DML Lab, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran, (3) Department of Radiology, Tehran University of Medical Sciences, Tehran, Iran, (4) Preventive Medicine and Public Health Research Center, Psychosocial Health Research Institute, Community and Family Medicine Department, School of Medicine, Iran University of Medical Sciences, Tehran, Iran, (5) Cardiovascular Medical & Research Center, Iran University of Medical Sciences, Tehran, Iran, (6) Isfahan University of Medical Sciences, Isfahan, Iran, (7) Kerman University of Medical Sciences, Kerman, Iran, (8) Research Institute of Animal Embryo Technology, Shahrekord University, Shahrekord, Iran, (9) Kashan University of Medical Sciences, Kashan, Iran, (10) Department of Radiology, Kashan University of Medical Sciences, Kashan, Iran, (11) Department of Pediatrics, Kashan University of Medical Sciences, Kashan, Iran, (12) Department of Computer Engineering, Imam Khomeini International University, Qazvin, Iran, (13) Shaheed Beheshti University of Medical Sciences, Medical Academy of Science, Tehran, Iran)
arXiv_CV
arXiv_CV
Weakly_Supervised
Action
Medical
PDF
2020-11-22
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data
A. Mohammed, I. Farup, M. Pedersen, S. Yildirim, Ø Hovde
arXiv_CV
arXiv_CV
Weakly_Supervised
RNN
Pose
Quantitative
Classification
Deep_Learning
Detection
Attention
Prediction
PDF
2020-11-20
Open-Vocabulary Object Detection Using Captions
Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-Fu Chang
arXiv_AI
arXiv_AI
Image_Caption
Weakly_Supervised
Zero-Shot
Pose
Detection
Object_Detection
Caption
PDF
2020-11-20
Cascade Attentive Dropout for Weakly Supervised Object Detection
Wenlong Gao, Ying Chen, Yong Peng
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2020-11-17
HiResCAM: Explainable Multi-Organ Multi-Abnormality Prediction in 3D Medical Images
Rachel Lea Draelos, Lawrence Carin
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose
Classification
Relation
Attention
GAN
Medical
CNN
Prediction
PDF
2020-11-16
Hierarchical Complementary Learning for Weakly Supervised Object Localization
Sabrina Narimene Benassou, Wuzhen Shi, Feng Jiang, Abdallah Benzine
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
PDF
2020-11-15
Morphologically Aware Word-Level Translation
Paula Czarnowska, Sebastian Ruder, Ryan Cotterell, Ann Copestake
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
PDF
2020-11-14
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Regularization
Pose
Classification
Prediction
PDF
2020-11-07
SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language
Ning Li, Bethany Keller, Mark Butler, Daniel Cer
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Face
Text_Generation
PDF
2020-11-06
A Weakly Supervised Convolutional Network for Change Segmentation and Classification
Philipp Andermatt, Radu Timofte
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Classification
Detection
CNN
PDF
2020-11-06
Event-VPR: End-to-End Weakly Supervised Network Architecture for Event-based Visual Place Recognition
Delei Kong, Zheng Fang, Haojia Li, Kuanxu Hou, Sonya Coleman, Dermot Kerr
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Knowledge
Pose
PDF
2020-11-04
Pixel-wise Dense Detector for Image Inpainting
Ruisong Zhang, Weize Quan, Baoyuan Wu, Zhifeng Li, Dong-Ming Yan
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Weakly_Supervised
Adversarial
Pose
Detection
Object_Detection
Attention
GAN
PDF
2020-11-03
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization
Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
arXiv_CL
arXiv_CL
Weakly_Supervised
Pose
Summarization
PDF
2020-11-02
CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns
Ruining Deng, Quan Liu, Shunxing Bao, Aadarsh Jha, Catie Chang, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Embedding
Weakly_Supervised
Pose
Classification
Medical
PDF
2020-10-31
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features
Anindo Saha, Fakrul I. Tushar, Khrystyna Faryna, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Pose
Classification
Deep_Learning
GAN
Medical
CNN
PDF
2020-10-29
T-vectors: Weakly Supervised Speaker Identification Using Hierarchical Transformer Model
Yanpei Shi, Mingjie Chen, Qiang Huang, Thomas Hain
arXiv_CL
arXiv_CL
Transformer
Weakly_Supervised
Pose
Attention
PDF
2020-10-28
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?
Jun Ma, Yao Zhang, Song Gu, Yichi Zhang, Cheng Zhu, Qiyuan Wang, Xin Liu, Xingle An, Cheng Ge, Shucheng Cao, Qi Zhang, Shangqing Liu, Yunpeng Wang, Yuhui Li, Congcong Wang, Jian He, Xiaoping Yang
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Deep_Learning
GAN
Medical
PDF
2020-10-27
DualTKB: A Dual Learning Bridge between Text and Knowledge Base
Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cicero Nogueira dos Santos, Payel Das
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
Knowledge
Pose
PDF
2020-10-26
Deep neural network models for computational histopathology: A survey
Chetan L. Srinidhi, Ozan Ciga, Anne L. Martel
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Weakly_Supervised
Review
Survey
Deep_Learning
PDF
2020-10-26
A Centroid Loss for Weakly Supervised Semantic Segmentation in Quality Control and Inspection Application
Kai Yao, Alberto Ortiz, Francisco Bonnin-Pascual
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
Detection
PDF
2020-10-26
Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy
S. Shailja, Jiaxiang Jiang, B.S. Manjunath
arXiv_CV
arXiv_CV
Segmentation
Tracking
Semi_Supervised
3D
Weakly_Supervised
Pose
Deep_Learning
PDF
2020-10-25
Weakly-Supervised Amodal Instance Segmentation with Compositional Priors
Yihong Sun, Adam Kortylewski, Alan Yuille
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Action
CNN
Prediction
PDF
2020-10-25
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images
Yao Wei, Shunping Ji
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Sparse
Pose
Boundary_Detection
Face
Action
Deep_Learning
Detection
PDF
2020-10-24
X-Class: Text Classification with Extremely Weak Supervision
Zihan Wang, Dheeraj Mekala, Jingbo Shang
arXiv_CL
arXiv_CL
Weakly_Supervised
Text_Classification
Represenation_Learning
Pose
Face
Classification
Attention
PDF
2020-10-24
Structure-Grounded Pretraining for Text-to-SQL
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
arXiv_AI
arXiv_AI
Bert
Weakly_Supervised
Prediction
PDF
2020-10-23
RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor
Fan Lu, Guang Chen, Yinlong Liu, Zhongnan Qu, Alois Knoll
arXiv_CV
arXiv_CV
Point_Cloud
Weakly_Supervised
Salient
Pose
Detection
Object_Detection
Attention
Matching
PDF
2020-10-23
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation
Nikolas Klug, Moritz Einfalt, Stephan Brehm, Rainer Lienhart
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose_Estimation
Pose
PDF
2020-10-22
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection
Zeyi Huang, Yang Zou, Vijayakumar Bhagavatula, Dong Huang
arXiv_CV
arXiv_CV
Weakly_Supervised
Salient
Pose
Detection
Object_Detection
Attention
PDF
2020-10-22
On the Power of Deep but Naive Partial Label Learning
Junghoon Seo, Joon Suk Huh
arXiv_AI
arXiv_AI
Weakly_Supervised
Regularization
Pose
Deep_Learning
PDF
2020-10-22
High resolution weakly supervised localization architectures for medical images
Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Pose
Medical
PDF
2020-10-19
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound
Hongxu Yang, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Pose
CNN
PDF
2020-10-17
LID 2020: The Learning from Imperfect Data Challenge Results
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He
arXiv_CV
arXiv_CV
Segmentation
Scene_Parsing
Semantic_Segmentation
Weakly_Supervised
Pose
Detection
Object_Detection
GAN
PDF
2020-10-16
Zoom-CAM: Generating Fine-grained Pixel Annotations from Image Labels
Xiangwei Shi, Seyran Khademi, Yunqiang Li, Jan van Gemert
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
CNN
PDF
2020-10-11
Weakly Supervised Medication Regimen Extraction from Medical Conversations
Dhruvesh Patel, Sandeep Konam, Sai P. Selvaraj
arXiv_CL
arXiv_CL
Transformer
Weakly_Supervised
Pose
Action
Classification
Attention
Medical
PDF
2020-10-09
Contralaterally Enhanced Networks for Thoracic Disease Detection
Gangming Zhao, Chaowei Fang, Guanbin Li, Licheng Jiao, Yizhou Yu
arXiv_AI
arXiv_AI
Transformer
Weakly_Supervised
Pose
Detection
PDF
2020-10-08
A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem
Cenk Bircanoglu
arXiv_AI
arXiv_AI
Edge_Detection
Unsupervised
Weakly_Supervised
Pose
Detection
PDF
2020-10-06
Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization
Ashiq Imran, Vassilis Athitsos
arXiv_CV
arXiv_CV
Transfer_Learning
Weakly_Supervised
Knowledge
Classification
Deep_Learning
Attention
PDF
2020-10-04
Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
arXiv_CL
arXiv_CL
Recognition
Weakly_Supervised
Pose
PDF
2020-10-03
Multilevel Text Alignment with Cross-Document Attention
Xuhui Zhou, Nikolaos Pappas, Noah A. Smith
arXiv_CL
arXiv_CL
Transformer
Weakly_Supervised
Pose
Detection
Relation
Attention
Recommendation
PDF
2020-09-30
Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs
Constantin Seibold, Jens Kleesiek, Heinz-Peter Schlemmer, Rainer Stiefelhagen
arXiv_CV
arXiv_CV
Recognition
Weakly_Supervised
Pose
Classification
CNN
Prediction
PDF
2020-09-29
Natcat: Weakly Supervised Text Classification with Naturally Annotated Datasets
Zewei Chu, Karl Stratos, Kevin Gimpel
arXiv_CL
arXiv_CL
Weakly_Supervised
Text_Classification
Pose
Classification
PDF
2020-09-29
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir Radev, Richard Socher, Caiming Xiong
arXiv_AI
arXiv_AI
Bert
Weakly_Supervised
Language_Model
PDF
2020-09-28
Weakly Supervised Deep Functional Map for Shape Matching
Abhishek Sharma, Maks Ovsjanikov
arXiv_CV
arXiv_CV
Unsupervised
Weakly_Supervised
Regularization
Pose
Matching
PDF
2020-09-28
Medical Image Segmentation Using Deep Learning: A Survey
Tao Lei, Risheng Wang, Yong Wan, Xiaogang Du, Hongying Meng, Asoke K. Nandi
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
Weakly_Supervised
Survey
Deep_Learning
Medical
PDF
2020-09-25
In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization
Minsong Ki, Youngjung Uh, Wonyoung Lee, Hyeran Byun
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Contrastive_Learning
Attention
PDF
2020-09-25
Going to Extremes: Weakly Supervised Medical Image Segmentation
Holger R Roth, Dong Yang, Ziyue Xu, Xiaosong Wang, Daguang Xu
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Knowledge
Action
Deep_Learning
Attention
GAN
Medical
CNN
Prediction
PDF
2020-09-21
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images
Ming Y. Lu, Dehan Kong, Jana Lipkova, Richard J. Chen, Rajendra Singh, Drew F. K. Williamsona, Tiffany Y. Chena, Faisal Mahmood
arXiv_CV
arXiv_CV
Weakly_Supervised
Deep_Learning
Attention
Medical
Prediction
PDF
2020-09-21
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media
Shamik Roy, Dan Goldwasser
arXiv_AI
arXiv_AI
Embedding
Weakly_Supervised
PDF
2020-09-18
A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection
Tian Shi, Liuqing Li, Ping Wang, Chandan K. Reddy
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
Knowledge
Review
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Detection
Attention
PDF
2020-09-18
Reinforcement Learning for Weakly Supervised Temporal Grounding of Natural Language in Untrimmed Videos
Jie Wu, Guanbin Li, Xiaoguang Han, Liang Lin
arXiv_CV
arXiv_CV
Reinforcement_Learning
Weakly_Supervised
Knowledge
Pose
Activity
PDF
2020-09-15
Constrained Labeling for Weakly Supervised Learning
Chidubem Arachie, Bert Huang
arXiv_AI
arXiv_AI
Gradient_Descent
Weakly_Supervised
Pose
Classification
Relation
PDF
2020-09-10
Weakly Supervised Content Selection for Improved Image Captioning
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish Thapliyal, Radu Soricut
arXiv_CV
arXiv_CV
Image_Caption
Weakly_Supervised
Caption
Prediction
PDF
2020-09-08
Learning more expressive joint distributions in multimodal variational methods
Sasho Nedelkoski, Mihail Bogojeski, Odej Kao
arXiv_AI
arXiv_AI
Weakly_Supervised
Detection
Inference
PDF
2020-09-03
Modification method for single-stage object detectors that allows to exploit the temporal behaviour of a scene to improve detection accuracy
Menua Gevorgyan
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2020-08-28
Knowledge Efficient Deep Learning for Natural Language Processing
Hai Wang
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Bert
Weakly_Supervised
Knowledge
Pose
Deep_Learning
Language_Model
PDF
2020-08-27
Moderately supervised learning: definition and framework
Yongquan Yang, Zhongxi Zheng
arXiv_CV
arXiv_CV
Weakly_Supervised
Attention
PDF
2020-08-27
A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels
Muhammad Zaigham Zaheer, Arif Mahmood, Hochul Shin, Seung-Ik Lee
arXiv_CV
arXiv_CV
Surveillance
Weakly_Supervised
Pose
Detection
PDF
2020-08-25
Weakly Supervised Learning with Side Information for Noisy Labeled Images
Lele Cheng, Xiangzeng Zhou, Liming Zhao, Dangwei Li, Hong Shang, Yun Zheng, Pan Pan, Yinghui Xu
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Classification
Relation
Caption
PDF
2020-08-24
Certainty Pooling for Multiple Instance Learning
Jacob Gildenblat, Ido Ben-Shaul, Zvi Lapp, Eldad Klaiman
arXiv_CV
arXiv_CV
Embedding
Weakly_Supervised
Pose
Prediction
PDF
2020-08-24
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer
Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch
arXiv_AI
arXiv_AI
Style_Transfer
Weakly_Supervised
Pose
Quantitative
GAN
PDF
2020-08-21
Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection
Carlo Biffi, Steven McDonagh, Philip Torr, Ales Leonardis, Sarah Parisot
arXiv_CV
arXiv_CV
Weakly_Supervised
Detection
Few-Shot
Object_Detection
PDF
2020-08-21
Robustness and Overfitting Behavior of Implicit Background Models
Shirley Liu, Charles Lehman, Ghassan AlRegib
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Classification
Detection
Image_Classification
PDF
2020-08-20
Localizing Anomalies from Weakly-Labeled Videos
Hui Lv, Chuanwei Zhou, Chunyan Xu, Zhen Cui, Jian Yang
arXiv_CV
arXiv_CV
Enhancement
Weakly_Supervised
Pose
Detection
PDF
2020-08-20
Assigning function to protein-protein interactions: a weakly supervised BioBERT based approach using PubMed abstracts
Aparna Elangovan, Melissa Davis, Karin Verspoor
arXiv_CL
arXiv_CL
Bert
Weakly_Supervised
Knowledge
Review
Action
Deep_Learning
Relation
Medical
PDF
2020-08-19
Graudally Applying Weakly Supervised and Active Learning for Mass Detection in Breast Ultrasound Images
JooYeol Yun, JungWoo Oh, IlDong Yun
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Detection
Object_Detection
PDF
2020-08-19
Weakly Supervised Learning with Region and Box-level Annotations for Salient Instance Segmentation
Jialun Pei, He Tang, Chuanbo Chen
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Salient
Pose
Detection
Attention
PDF
2020-08-18
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization
Le Yang, Dingwen Zhang, Tao Zhao, Junwei Han
arXiv_CV
arXiv_CV
Weakly_Supervised
Action_Localization
Pose
Action
Classification
PDF
2020-08-15
Advancing Multiple Instance Learning with Attention Modeling for Categorical Speech Emotion Recognition
Shuiyang Mao, P. C. Ching, C.-C. Jay Kuo, Tan Lee
arXiv_SD
arXiv_SD
Embedding
Recognition
Weakly_Supervised
Salient
Speech
Pose
Emotion
Attention
PDF
2020-08-14
Weakly supervised cross-domain alignment with optimal transport
Siyang Yuan, Ke Bai, Liqun C