Unsupervised
Unsupervised
2022-06-27
Neural Neural Textures Make Sim2Real Consistent
Ryan Burgert, Jinghuan Shang, Xiang Li, Michael Ryoo
arXiv_CV
arXiv_CV
Unsupervised
3D
Face
PDF
2022-06-27
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Represenation_Learning
Regularization
Contrastive_Learning
Relation
PDF
2022-06-27
Automatic identification of segmentation errors for radiotherapy using geometric learning
Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
3D
Self-Supervised
Pose
Contour
Attention
GAN
CNN
QA
PDF
2022-06-27
PARTICUL: Part Identification with Confidence measure using Unsupervised Learning
Romain Xu-Darme (LSL, MRIM ), Georges Quénot (MRIM ), Zakaria Chihani (LSL), Marie-Christine Rousset (SLIDE )
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Detection
Relation
Object_Detection
CNN
Prediction
PDF
2022-06-27
Cracking nuts with a sledgehammer: when modern graph neural networks do worse than classical greedy algorithms
Maria Chiara Angelini, Federico Ricci-Tersenghi
arXiv_AI
arXiv_AI
Unsupervised
Optimization
Sparse
Pose
PDF
2022-06-27
Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification
Dwarikanath Mahapatra
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-06-27
SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration
Xiao Fan, Shuxin Zhuang, Zhemin Zhuang, Shunmin Qiu, Alex Noel Joseph Raj, Yibiao Rong
arXiv_CV
arXiv_CV
Unsupervised
Pose
Relation
Medical
PDF
2022-06-26
Probabilistic PolarGMM: Unsupervised Cluster Learning of Very Noisy Projection Images of Unknown Pose
Supawit Chockchowwat, Chandrajit L. Bajaj
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Pose
Classification
PDF
2022-06-26
Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering
Yuxuan Lu, Jingya Yan, Zhixuan Qi, Zhongzheng Ge, Yongping Du
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Bert
Knowledge
Pose
Medical
QA
PDF
2022-06-25
Inverted Semantic-Index for Image Retrieval
Ying Wang
arXiv_CV
arXiv_CV
Unsupervised
Quantization
Image_Retrieval
Pose
Action
Classification
Image_Classification
PDF
2022-06-25
Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning
Jianglin Lu, Jie Zhou, Yudong Chen, Witold Pedrycz, Zhihui Lai, Kwok-Wai Hung
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
PDF
2022-06-24
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Represenation_Learning
Knowledge
Pose
Classification
Detection
PDF
2022-06-24
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
arXiv_CL
arXiv_CL
Unsupervised
Pose
Text_Generation
Language_Model
PDF
2022-06-24
Deep embedded clustering algorithm for clustering PACS repositories
Teo Manojlović, Matija Milanič, Ivan Štajduhar
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Action
Medical
CNN
PDF
2022-06-24
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition
Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng
arXiv_SD
arXiv_SD
Transformer
Unsupervised
Recognition
RNN
Speech
Pose
Speech_Recognition
Language_Model
PDF
2022-06-23
Measuring the Feasibility of Analogical Transfer using Complexity
Pierre-Alexandre Murena
arXiv_AI
arXiv_AI
Unsupervised
Pose
Relation
Attention
PDF
2022-06-23
Self-Supervised Training with Autoencoders for Visual Anomaly Detection
Alexander Bauer
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Recognition
Self-Supervised
Pose
Detection
CNN
Inference
Prediction
PDF
2022-06-23
A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery
Werner van der Merwe, Herman Kamper, Johan du Preez
arXiv_CL
arXiv_CL
Segmentation
Unsupervised
Speech
Relation
PDF
2022-06-23
Few-Shot Non-Parametric Learning with Deep Latent Variable Model
Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Face
Classification
Relation
Few-Shot
Image_Classification
PDF
2022-06-23
Utilizing Expert Features for Contrastive Learning of Time-Series Representations
Manuel Nonnenmacher, Lukas Oldenburg, Ingo Steinwart, David Reeb
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Knowledge
Contrastive_Learning
Medical
PDF
2022-06-22
Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Pose
Action
Attention
PDF
2022-06-22
Attack Techniques and Threat Identification for Vulnerabilities
Constantin Adam, Muhammed Fatih Bulut, Daby Sow, Steven Ocepek, Chris Bedell, Lilian Ngweta
arXiv_AI
arXiv_AI
Unsupervised
GAN
PDF
2022-06-22
Multi-View Clustering for Open Knowledge Base Canonicalization
Wei Shen, Yang Yang, Yinan Liu
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Optimization
Knowledge
Pose
Action
Relation
PDF
2022-06-22
Human-AI communication for human-human communication: Applying interpretable unsupervised anomaly detection to executive coaching
Riku Arakawa, Hiromu Yakura
arXiv_AI
arXiv_AI
Unsupervised
Action
Detection
PDF
2022-06-22
A Feature Memory Rearrangement Network for Visual Inspection of Textured Surface Defects Toward Edge Intelligent Manufacturing
Haiming Yao, Wenyong Yu, Xue Wang
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Restoration
Pose
Face
Detection
PDF
2022-06-22
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization
Zheng Chen, Lingwei Zhu, Ziwei Yang, Takashi Matsubara
arXiv_AI
arXiv_AI
Unsupervised
Quantization
Pose
Relation
Medical
PDF
2022-06-21
Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning
Alexander Jaus, Kailun Yang, Rainer Stiefelhagen
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Contrastive_Learning
PDF
2022-06-21
Questions Are All You Need to Train a Dense Passage Retriever
Devendra Singh Sachan, Mike Lewis, Dani Yogatama, Luke Zettlemoyer, Joelle Pineau, Manzil Zaheer
arXiv_CL
arXiv_CL
Reconstruction
Unsupervised
Denoising
Language_Model
QA
PDF
2022-06-21
Learning to Estimate and Refine Fluid Motion with Physical Dynamics
Mingrui Zhang, Jianhong Wang, James Tlhomole, Matthew D. Piggott
arXiv_CV
arXiv_CV
Unsupervised
Pose
Optical_Flow
Prediction
PDF
2022-06-21
Rethinking Unsupervised Neural Superpixel Segmentation
Moshe Eliasof, Nir Ben Zikri, Eran Treister
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Enhancement
Pose
Quantitative
CNN
PDF
2022-06-21
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition
Einari Vaaras, Manu Airaksinen, Okko Räsänen
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Speech
Self-Supervised
Emotion
GAN
PDF
2022-06-21
Improving Localization for Semi-Supervised Object Detection
Leonardo Rossi, Akbar Karimi, Andrea Prati
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Classification
Detection
Object_Detection
Prediction
PDF
2022-06-21
Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning
Ali Lotfi Rezaabad, Sidharth Kumar, Sriram Vishwanath, Jonathan I. Tamir
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Few-Shot
PDF
2022-06-21
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training
Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li, Shujie Liu, Furu Wei
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
Prediction
PDF
2022-06-20
Identifiability of deep generative models under mixture priors without auxiliary information
Bohdan Kivva, Goutham Rajendran, Pradeep Ravikumar, Bryon Aragam
arXiv_AI
arXiv_AI
Unsupervised
Pose
PDF
2022-06-20
CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
PDF
2022-06-20
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval
Guile Wu, Chao Zhang, Stephan Liwicki
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Quantization
Image_Retrieval
Regularization
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-06-20
Boosting Cross-Domain Speech Recognition with Self-Supervision
Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Knowledge
Speech
Self-Supervised
Pose
Face
Speech_Recognition
PDF
2022-06-20
Great Expectations: Unsupervised Inference of Suspense, Surprise and Salience in Storytelling
David Wilmot
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Self-Supervised
Deep_Learning
Inference
PDF
2022-06-20
C-SENN: Contrastive Self-Explaining Neural Network
Yoshihide Sawada, Keigo Nakamura
arXiv_AI
arXiv_AI
Unsupervised
Contrastive_Learning
Autonomous
PDF
2022-06-19
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors
Yen-Cheng Liu, Chih-Yao Ma, Zsolt Kira
arXiv_CV
arXiv_CV
Unsupervised
Detection
Object_Detection
PDF
2022-06-19
A Self-Guided Framework for Radiology Report Generation
Jun Li, Shibo Li, Ying Hu, Huiren Tao
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Knowledge
Pose
Deep_Learning
Medical
Caption
PDF
2022-06-18
GAN2X: Non-Lambertian Inverse Rendering of Image GANs
Xingang Pan, Ayush Tewari, Lingjie Liu, Christian Theobalt
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Bert
Pose
Face
GAN
PDF
2022-06-18
3D unsupervised anomaly detection and localization through virtual multi-view projection and reconstruction: Clinical validation on low-dose chest computed tomography
Kyung-Su Kim, Seong Je Oh, Ju Hwan Lee, Myung Jin Chung
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Recognition
3D
Restoration
Pose
Deep_Learning
Detection
Attention
PDF
2022-06-17
Cross-task Attention Mechanism for Dense Multi-task Learning
Ivan Lopes, Tuan-Hung Vu, Raoul de Charette
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Represenation_Learning
Pose
Face
Relation
Attention
PDF
2022-06-17
Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training
Xiao Lu, Yihong Cao, Sheng Liu, Chengjiang Long, Zipei Chen, Xuanyu Zhou, Yimin Yang, Chunxia Xiao
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Classification
Detection
Prediction
PDF
2022-06-17
DU-Net based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images
Yilong Li, Yaqi Wang, Huiyu Zhou, Huaqiong Wang, Gangyong Jia, Qianni Zhang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Contrastive_Learning
CNN
PDF
2022-06-17
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape Collections
Xianghao Xu, Yifan Ruan, Srinath Sridhar, Daniel Ritchie
arXiv_CV
arXiv_CV
Unsupervised
3D
Detection
Prediction
PDF
2022-06-16
TUSK: Task-Agnostic Unsupervised Keypoints
Yuhe Jin, Weiwei Sun, Jan Hosang, Eduard Trulls, Kwang Moo Yi
arXiv_CV
arXiv_CV
Unsupervised
Sparse
Pose
Classification
Detection
PDF
2022-06-16
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
Matthew Gwilliam, Abhinav Shrivastava
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Classification
Prediction
PDF
2022-06-16
A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting
Delong Chen, Ruizhi Zhou, Yanling Pan, Fan Liu
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Adversarial
Inference
Prediction
PDF
2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
Julian Gebele, Bonifaz Stuhr, Johann Haselberger
arXiv_AI
arXiv_AI
Unsupervised
Self-Supervised
Pose
Detection
Autonomous
PDF
2022-06-16
MoDi: Unconditional Motion Synthesis from Diverse Data
Sigal Raab, Inbal Leibovitch, Peizhuo Li, Kfir Aberman, Olga Sorkine-Hornung, Daniel Cohen-Or
arXiv_AI
arXiv_AI
Unsupervised
Pose
Quantitative
GAN
PDF
2022-06-15
On the Identifiability of Nonlinear ICA: Sparsity and Beyond
Yujia Zheng, Ignavier Ng, Kun Zhang
arXiv_AI
arXiv_AI
Unsupervised
PDF
2022-06-15
Region-enhanced Deep Graph Convolutional Networks for Rumor Detection
Ge Wang, Li Tan, Tianbao Song, Wei Wang, Ziliang Shang
arXiv_AI
arXiv_AI
Unsupervised
Pose
Detection
CNN
PDF
2022-06-15
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
Xueying Ding, Lingxiao Zhao, Leman Akoglu
arXiv_AI
arXiv_AI
Unsupervised
Optimization
Represenation_Learning
Quantitative
Deep_Learning
Detection
Object_Detection
PDF
2022-06-15
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence
Benjamin Wortman, James Z. Wang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Recognition
Emotion
Action
PDF
2022-06-15
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Survey
Action
Deep_Learning
Attention
PDF
2022-06-15
Deep Multi-Task Networks For Occluded Pedestrian Pose Estimation
Arindam Das, Sudip Das, Ganesh Sistu, Jonathan Horgan, Ujjwal Bhattacharya, Edward Jones, Martin Glavin, Ciarán Eising
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose_Estimation
Pose
Detection
PDF
2022-06-15
Unsupervised Capsule Networks of High-Dimension Point Clouds classification
Quanfeng Xu, Yi Tang, Yan Yang, Yumei She, Zuo Jiang
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Point_Cloud
3D
Pose
Action
Classification
PDF
2022-06-15
On the Use of Deep Mask Estimation Module for Neural Source Separation Systems
Kai Li, Xiaolin Hu, Yi Luo
arXiv_SD
arXiv_SD
Unsupervised
Pose
PDF
2022-06-15
Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images
Mulong Xie, Zhenchang Xing, Sidong Feng, Chunyang Chen, Liming Zhu, Xiwei Xu
arXiv_CV
arXiv_CV
Unsupervised
Face
Inference
PDF
2022-06-15
Rethinking Generalization in Few-Shot Classification
Markus Hiller, Rongkai Ma, Mehrtash Harandi, Tom Drummond
arXiv_CV
arXiv_CV
Transformer
Embedding
Unsupervised
Optimization
Pose
Classification
Few-Shot
Inference
PDF
2022-06-14
ReCo: Retrieve and Co-segment for Zero-shot Transfer
Gyungin Shin, Weidi Xie, Samuel Albanie
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Unsupervised
Semantic_Segmentation
Zero-Shot
Knowledge
Classification
Prediction
PDF
2022-06-14
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation
Xuan Li, Paule-J Toussaint, Alan Evans, Xue Liu
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Pose
Face
Quantitative
PDF
2022-06-14
Object Scene Representation Transformer
Mehdi S. M. Sajjadi, Daniel Duckworth, Aravindh Mahendran, Sjoerd van Steenkiste, Filip Pavetić, Mario Lučić, Leonidas J. Guibas, Klaus Greff, Thomas Kipf
arXiv_CV
arXiv_CV
Transformer
Unsupervised
3D
Represenation_Learning
PDF
2022-06-14
Confidence Score for Source-Free Unsupervised Domain Adaptation
Jonghyun Lee, Dahuin Jung, Junho Yim, Sungroh Yoon
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
PDF
2022-06-14
Slimmable Domain Adaptation
Rang Meng, Weijie Chen, Shicai Yang, Jie Song, Luojun Lin, Di Xie, Shiliang Pu, Xinchao Wang, Mingli Song, Yueting Zhuang
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Knowledge
Pose
Action
PDF
2022-06-14
Plug-and-Play Pseudo Label Correction Network for Unsupervised Person Re-identification
Tianyi Yan, Kuan Zhu, Haiyun guo, Guibo Zhu, Ming Tang, Jinqiao Wang
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Optimization
Pose
Action
Relation
Re-identification
PDF
2022-06-13
Generalizable Method for Face Anti-Spoofing with Semi-Supervised Learning
Nikolay Sergievskiy, Roman Vlasov, Roman Trusov
arXiv_CV
arXiv_CV
Unsupervised
Pose
Face
Classification
Attention
PDF
2022-06-13
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation
Wouter Van Gansbeke, Simon Vandenhende, Luc Van Gool
arXiv_CV
arXiv_CV
Transformer
Segmentation
Unsupervised
Semantic_Segmentation
Pose
PDF
2022-06-13
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network
Xueqi Guo, Bo Zhou, David Pigg, Bruce Spottiswoode, Michael E. Casey, Chi Liu, Nicha C. Dvornek
arXiv_CV
arXiv_CV
Unsupervised
Pose
Quantitative
Deep_Learning
CNN
Inference
PDF
2022-06-13
Learning Domain Adaptive Object Detection with Probabilistic Teacher
Meilin Chen, Weijie Chen, Shicai Yang, Jie Song, Xinchao Wang, Lei Zhang, Yunfeng Yan, Donglian Qi, Yueting Zhuang, Di Xie, Shiliang Pu
arXiv_AI
arXiv_AI
Unsupervised
Pose
Classification
Detection
Object_Detection
PDF
2022-06-13
Contrastive Learning for Unsupervised Domain Adaptation of Time Series
Yilmazcan Ozyurt, Stefan Feuerriegel, Ce Zhang
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Contrastive_Learning
Medical
Prediction
PDF
2022-06-13
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields
Takuhiro Kaneko
arXiv_AI
arXiv_AI
Unsupervised
3D
Represenation_Learning
Adversarial
Pose
Face
Relation
Attention
GAN
PDF
2022-06-13
Intrinsically motivated option learning: a comparative study of recent methods
Djordje Božić, Predrag Tadić, Mladen Nikolić
arXiv_AI
arXiv_AI
Unsupervised
Reinforcement_Learning
PDF
2022-06-13
GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency
Lin Tian, Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Regularization
Medical
Optical_Flow
PDF
2022-06-13
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques
Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
arXiv_SD
arXiv_SD
Unsupervised
Classification
Detection
GAN
PDF
2022-06-13
Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition
Mingjie Li, Zeyan Li, Kanglin Yin, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Knowledge
Pose
Inference
Recommendation
PDF
2022-06-12
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics
Lijun Gou, Jinrong Yang, Hangcheng Yu, Pan Wang, Xiaoping Li, Chao Deng
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Pose
Detection
Object_Detection
Prediction
PDF
2022-06-12
STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor Decomposition
Shunquan Tan, Qiushi Li, Laiyuan Li, Bin Li, Jiwu Huang
arXiv_CV
arXiv_CV
NAS
Unsupervised
Pose
Detection
GAN
CNN
PDF
2022-06-12
An Unsupervised Deep-Learning Method for Bone Age Assessment
Hao Zhu, Wan-Jing Nie, Yue-Jie Hou, Qi-Meng Du, Si-Jing Li, Chi-Chun Zhou
arXiv_CV
arXiv_CV
Unsupervised
OCR
Knowledge
Pose
Classification
CNN
PDF
2022-06-11
Hierarchical Conditional Variational Autoencoder Based Acoustic Anomaly Detection
Harsh Purohit, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Detection
PDF
2022-06-10
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels
Anuja Vats, Ahmed Mohammed, Marius Pedersen
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-10
Unsupervised and Few-shot Parsing from Pretrained Language Models
Zhiyuan Zeng, Deyi Xiong
arXiv_CL
arXiv_CL
Segmentation
Unsupervised
Knowledge
Pose
Few-Shot
Attention
Language_Model
PDF
2022-06-10
Unsupervised Sentence Simplification via Dependency Parsing
Vy Vo, Weiqing Wang, Wray Buntine
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
PDF
2022-06-10
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion
Liang Liao, Wenyi Chen, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin'ichi Satoh
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Sparse
Pose
Autonomous
Optical_Flow
PDF
2022-06-09
A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning
Jixian Guo, Mingming Gong, Dacheng Tao
arXiv_AI
arXiv_AI
Unsupervised
Reinforcement_Learning
Zero-Shot
Pose
Relation
Prediction
PDF
2022-06-09
Unsupervised Learning of the Total Variation Flow
Tamara G. Grossmann, Sören Dittmer, Yury Korolev, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Unsupervised
Pose
PDF
2022-06-09
Depression Recognition using Remote Photoplethysmography from Facial Videos
Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Deep_Learning
Detection
PDF
2022-06-09
Audio-video fusion strategies for active speaker detection in meetings
Lionel Pibre, Francisco Madrigal, Cyrille Equoy, Frédéric Lerasle, Thomas Pellegrini, Julien Pinquier, Isabelle Ferrané
arXiv_SD
arXiv_SD
Unsupervised
3D
Gesture
Pose
Face
Action
Detection
Attention
Activity
CNN
Optical_Flow
PDF
2022-06-08
Unsupervised Key Event Detection from Massive Text Corpora
Yunyi Zhang, Fang Guo, Jiaming Shen, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Action
Detection
PDF
2022-06-08
CO^3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving
Runjian Chen, Yao Mu, Runsen Xu, Wenqi Shao, Chenhan Jiang, Hang Xu, Zhenguo Li, Ping Luo
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
3D
Represenation_Learning
Pose
Contrastive_Learning
Detection
Autonomous
Prediction
PDF
2022-06-08
Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays
Yu Cai (1 and 2), Hao Chen (3), Xin Yang (2), Yu Zhou (2), Kwang-Ting Cheng (1 and 3) ((1) Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, China, (2) School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China, (3) Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China)
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Detection
PDF
2022-06-08
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans
Tony C. W. Mok, Albert C. S. Chung
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Deep_Learning
PDF
2022-06-08
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation
Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas Maier, Ronak Kosti
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Style_Transfer
Knowledge
Pose
Contrastive_Learning
Medical
PDF
2022-06-08
Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks
Jiachun Pan, Pan Zhou, Shuicheng Yan
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Classification
Relation
PDF
2022-06-08
Unsupervised Knowledge Adaptation for Passenger Demand Forecasting
Can Li, Lei Bai, Wei Liu, Lina Yao, S Travis Waller
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Action
Relation
PDF
2022-06-08
Motif Mining and Unsupervised Representation Learning for BirdCLEF 2022
Anthony Miyaguchi, Jiangyue Yu, Bryan Cheungvivatpant, Dakota Dudley, Aniketh Swain
arXiv_SD
arXiv_SD
Unsupervised
Represenation_Learning
Classification
PDF
2022-06-08
What do we learn? Debunking the Myth of Unsupervised Outlier Detection
Cosmin I. Bercea, Daniel Rueckert, Julia A. Schnabel
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Detection
PDF
2022-06-08
A Unified Model for Multi-class Anomaly Detection
Zhiyuan You, Lei Cui, Yujun Shen, Kai Yang, Xin Lu, Yu Zheng, Xinyi Le
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Unsupervised
Pose
Detection
Attention
CNN
PDF
2022-06-08
Unsupervised Learning of 3D Scene Flow from Monocular Camera
Guangming Wang, Xiaoyu Tian, Ruiqi Ding, Hesheng Wang
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose_Estimation
Regularization
Knowledge
Pose
Optical_Flow
PDF
2022-06-07
ObPose: Leveraging Canonical Pose for Object-Centric Scene Inference in 3D
Yizhe Wu, Oiwi Parker Jones, Ingmar Posner
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
3D
Represenation_Learning
Pose
Inference
PDF
2022-06-07
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Detection
Relation
Object_Detection
Attention
Inference
PDF
2022-06-07
Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models
Walter H. L. Pinaya, Mark S. Graham, Robert Gray, Pedro F Da Costa, Petru-Daniel Tudosiu, Paul Wright, Yee H. Mah, Andrew D. MacKinnon, James T. Teo, Rolf Jager, David Werring, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
arXiv_CV
arXiv_CV
Transformer
Segmentation
Unsupervised
Adversarial
Pose
Detection
Denoising
GAN
Medical
Inference
PDF
2022-06-07
Searching for Optimal Subword Tokenization in Cross-domain NER
Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang
arXiv_AI
arXiv_AI
Unsupervised
Bert
Represenation_Learning
Pose
Classification
PDF
2022-06-07
Online Deep Clustering with Video Track Consistency
Alessandra Alfani, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo
arXiv_CV
arXiv_CV
Unsupervised
Self-Supervised
PDF
2022-06-07
DynaMaR: Dynamic Prompt with Mask Token Representation
Xiaodi Sun, Sunny Rajagopalan, Priyanka Nigam, Weiyi Lu, Yi Xu, Belinda Zeng, Trishul Chilimbi
arXiv_CL
arXiv_CL
Unsupervised
Pose
Classification
Few-Shot
Language_Model
PDF
2022-06-07
Masked Unsupervised Self-training for Zero-shot Image Classification
Junnan Li, Silvio Savarese, Steven C.H. Hoi
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Represenation_Learning
Regularization
Self-Supervised
Pose
Classification
Image_Classification
PDF
2022-06-06
Researching Alignment Research: Unsupervised Analysis
Jan H. Kirchner, Logan Smith, Jacques Thibodeau, Kyle McDonell, Laria Reynolds
arXiv_AI
arXiv_AI
Unsupervised
PDF
2022-06-06
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
arXiv_CL
arXiv_CL
Unsupervised
Pose
Relation
Few-Shot
Text_Generation
PDF
2022-06-06
Learning to Ask Like a Physician
Eric Lehman, Vladislav Lialin, Katelyn Y. Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose I. Alberto, Richard Raymund R. Ragasa, Corinna Victoria M. Puyat, Isabelle Rose I. Alberto, Pia Gabrielle I. Alfonso, Marianne Taliño, Dana Moukheiber, Byron C. Wallace, Anna Rumshisky, Jenifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits
arXiv_CL
arXiv_CL
Unsupervised
Pose
Detection
Medical
QA
PDF
2022-06-06
UTTS: Unsupervised TTS with Conditional Disentangled Sequential Variational Auto-encoder
Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Represenation_Learning
Speech
Self-Supervised
Pose
Inference
PDF
2022-06-06
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives
Wei Wang, Liangzhu Ge, Jingqiao Zhang, Cheng Yang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
Contrastive_Learning
Language_Model
PDF
2022-06-06
Online Neural Diarization of Unlimited Numbers of Speakers
Shota Horiguchi, Shinji Watanabe, Paola Garcia, Yuki Takashima, Yohei Kawaguchi
arXiv_CL
arXiv_CL
Unsupervised
Pose
Classification
Inference
PDF
2022-06-05
Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography
Ali K. Z. Tehrani, Hassan Rivaz
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Optical_Flow
PDF
2022-06-05
Semi-Supervised Learning for Mars Imagery Classification and Segmentation
Wenjing Wang, Lilang Lin, Zejia Fan, Jiaying Liu
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Classification
PDF
2022-06-04
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints
Hae Jin Song, Wael AbdAlmageed
arXiv_AI
arXiv_AI
Unsupervised
GAN
PDF
2022-06-04
CAINNFlow: Convolutional block Attention modules and Invertible Neural Networks Flow for anomaly detection and localization tasks
Ruiqing Yan, Fan Zhang, Mengyuan Huang, Wu Liu, Dongyu Hu, Jinfeng Li, Qiang Liu, Jingrong Jiang, Qianjin Guo, Linghan Zheng
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Detection
Relation
Attention
CNN
Inference
PDF
2022-06-03
Drawing out of Distribution with Neuro-Symbolic Generative Models
Yichao Liang, Joshua B. Tenenbaum, Tuan Anh Le, N. Siddharth
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Pose
Classification
Inference
PDF
2022-06-03
SNAKE: Shape-aware Neural 3D Keypoint Field
Chengliang Zhong, Peixing You, Xiaoxue Chen, Hao Zhao, Fuchun Sun, Guyue Zhou, Xiaodong Mu, Chuang Gan, Wenbing Huang
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Point_Cloud
3D
Zero-Shot
Salient
Pose
Detection
PDF
2022-06-03
Rethinking Positive Sampling for Contrastive Learning with Kernel
Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Weakly_Supervised
Pose
Contrastive_Learning
Classification
GAN
Medical
PDF
2022-06-03
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews
Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Review
Few-Shot
Summarization
Text_Generation
Inference
PDF
2022-06-03
Latent Topology Induction for Understanding Contextualized Representations
Yao Fu, Mirella Lapata
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Language_Model
PDF
2022-06-03
Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021
Yi Cheng, Fen Fang, Ying Sun
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Pose
Action_Recognition
Action
Detection
Object_Detection
Optical_Flow
PDF
2022-06-03
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow Dataset
Qiqi Ding, Peng Li, Xuefeng Yan, Ding Shi, Luming Liang, Weiming Wang, Haoran Xie, Jonathan Li, Mingqiang Wei
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Knowledge
Pose
Quantitative
Detection
Object_Detection
PDF
2022-06-02
Pronunciation Dictionary-Free Multilingual Speech Synthesis by Combining Unsupervised and Supervised Phonetic Representations
Chang Liu, Zhen-Hua Ling, Ling-Hui Chen
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Speech
Pose
Classification
Speech_Recognition
PDF
2022-06-02
Improving Diffusion Models for Inverse Problems using Manifold Constraints
Hyungjin Chung, Byeongsu Sim, Dohoon Ryu, Jong Chul Ye
arXiv_AI
arXiv_AI
Unsupervised
Inpainting
Sparse
Pose
PDF
2022-06-02
Hyperspherical Consistency Regularization
Cheng Tan, Zhangyang Gao, Lirong Wu, Siyuan Li, Stan Z. Li
arXiv_AI
arXiv_AI
Unsupervised
Regularization
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Relation
PDF
2022-06-01
Positive Unlabeled Contrastive Learning
Anish Acharya, Sujay Sanghavi, Li Jing, Bhargav Bhushanam, Dhruv Choudhary, Michael Rabbat, Inderjit Dhillon
arXiv_AI
arXiv_AI
Unsupervised
Weakly_Supervised
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-06-01
Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage
Ezechukwu I. Nwokedi, Rasneer S. Bains, Luc Bidaut, Xujiong Ye, Sara Wells, James M. Brown
arXiv_CV
arXiv_CV
Unsupervised
Classification
Deep_Learning
Detection
Activity
Prediction
PDF
2022-06-01
Strongly Augmented Contrastive Clustering
Xiaozhi Deng, Dong Huang, Ding-Hua Chen, Chang-Dong Wang, Jian-Huang Lai
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Attention
PDF
2022-06-01
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks
Dong Huang, Ding-Hua Chen, Xiangji Chen, Chang-Dong Wang, Jian-Huang Lai
arXiv_CV
arXiv_CV
Unsupervised
Contrastive_Learning
CNN
PDF
2022-06-01
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation
Sanghun Jung, Jungsoo Lee, Nanhee Kim, Jaegul Choo
arXiv_CV
arXiv_CV
Unsupervised
Pose
Face
Deep_Learning
Prediction
PDF
2022-06-01
Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection
Fei Pan, Francois Rameau, In So Kweon
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Sparse
Pose
Action
PDF
2022-05-31
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Salient
Adversarial
GAN
PDF
2022-05-31
From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery
Dimitrios Mallis, Enrique Sanchez, Matt Bell, Georgios Tzimiropoulos
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Contrastive_Learning
Action
Detection
Object_Detection
PDF
2022-05-31
Unsupervised Image Representation Learning with Deep Latent Particles
Tal Daniel, Aviv Tamar
arXiv_AI
arXiv_AI
Image_Caption
Unsupervised
Represenation_Learning
Video_Prediction
Pose
Detection
Prediction
PDF
2022-05-31
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models
Jose L. Gómez, Gabriel Villalonga, Antonio M. López
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Pose
PDF
2022-05-31
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning
Ling Yang, Shenda Hong
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Classification
Attention
PDF
2022-05-31
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings
Silvia Severini, Viktor Hangya, Masoud Jalili Sabet, Alexander Fraser, Hinrich Schütze
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Matching
PDF
2022-05-31
Self-Supervised Learning for Building Damage Assessment from Large-scale xBD Satellite Imagery Benchmark Datasets
Zaishuo Xia, Zelin Li, Yanbing Bai, Jinze Yu, Bruno Adriano
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Self-Supervised
Pose
Deep_Learning
PDF
2022-05-31
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification
Wenshuo Zhou, Dalu Yang, Binghong Wu, Yehui Yang, Junde Wu, Xiaorong Wang, Lei Wang, Haifeng Huang, Yanwu Xu
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2022-05-31
Sub-Image Histogram Equalization using Coot Optimization Algorithm for Segmentation and Parameter Selection
Emre Can Kuran, Umut Kuran, Mehmet Bilal Er
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Enhancement
Optimization
Pose
Classification
Medical
PDF
2022-05-31
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model
Xuan-Phi Nguyen, Shafiq Joty, Wu Kui, Ai Ti Aw
arXiv_AI
arXiv_AI
Unsupervised
Pose
PDF
2022-05-31
Variational Transfer Learning using Cross-Domain Latent Modulation
Jinyong Hou, Jeremiah D. Deng, Stephen Cranefield, Xuejie Din
arXiv_AI
arXiv_AI
Unsupervised
Transfer_Learning
Pose
Inference
PDF
2022-05-31
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Knowledge
Adversarial
Pose
Sentiment
Attention
PDF
2022-05-30
Grid HTM: Hierarchical Temporal Memory for Anomaly Detection in Videos
Vladimir Monakhov, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler
arXiv_CV
arXiv_CV
Surveillance
Unsupervised
Adversarial
Face
Action
Deep_Learning
Detection
GAN
PDF
2022-05-30
Dictionary Learning with Accumulator Neurons
Gavin Parpart, Carlos Gonzalez, Terrence C. Stewart, Edward Kim, Jocelyn Rego, Andrew O'Brien, Steven Nesbit, Garrett T. Kenyon, Yijing Watkins
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Sparse
Pose
Classification
CNN
PDF
2022-05-30
EAMM: One-Shot Emotional Talking Face via Audio-Based Emotion-Aware Motion Model
Xinya Ji, Hang Zhou, Kaisiyuan Wang, Qianyi Wu, Wayne Wu, Feng Xu, Xun Cao
arXiv_CV
arXiv_CV
Unsupervised
Pose
Emotion
Face
PDF
2022-05-30
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning
Di Jin, Luzhi Wang, Yizhen Zheng, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan
arXiv_AI
arXiv_AI
Tracking
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Action
Classification
Matching
PDF
2022-05-30
SMUDLP: Self-Teaching Multi-Frame Unsupervised Endoscopic Depth Estimation with Learnable Patchmatch
Shuwei Shao, Zhongcai Pei, Weihai Chen, Xingming Wu, Zhong Liu, Zhengguo Li
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Inference
PDF
2022-05-30
Benchmarking Unsupervised Anomaly Detection and Localization
Ye Zheng, Xiang Wang, Yu Qi, Wei Li, Liwei Wu
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Detection
Attention
Inference
PDF
2022-05-29
BN-HTRd: A Benchmark Dataset for Document Level Offline Bangla Handwritten Text Recognition and Line Segmentation
Md. Ataur Rahman, Nazifa Tabassum, Mitu Paul, Riya Pal, Mohammad Khairul Islam
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Handwriting
Recognition
Pose
Classification
PDF
2022-05-29
L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library
Raviraj Joshi
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Recognition
Bert
Speech
Detection
Sentiment
Language_Model
PDF
2022-05-29
Speaker Identification using Speech Recognition
Syeda Rabia Arshad, Syed Mujtaba Haider, Abdul Basit Mughal
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Speech
Pose
Speech_Recognition
PDF
2022-05-29
Towards an unsupervised large-scale 2D and 3D building mapping with LiDAR
Hunsoo Song, Jinha Jung
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Action
Quantitative
Deep_Learning
PDF
2022-05-29
Feature-Aligned Video Raindrop Removal with Temporal Constraints
Wending Yan, Lu Xu, Wenhan Yang, Robby T. Tan
arXiv_AI
arXiv_AI
Unsupervised
Inpainting
Pose
Quantitative
Detection
Optical_Flow
PDF
2022-05-29
ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation
Yuhe Ding, Lijun Sheng, Jian Liang, Aihua Zheng, Ran He
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Point_Cloud
3D
Regularization
Knowledge
Pose
Prediction
PDF
2022-05-28
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
Puyuan Liu, Chenyang Huang, Lili Mou
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Pose
Summarization
Inference
PDF
2022-05-28
Boosting Facial Expression Recognition by A Semi-Supervised Progressive Teacher
Jing Jiang, Weihong Deng
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Classification
Deep_Learning
PDF
2022-05-28
Speech Augmentation Based Unsupervised Learning for Keyword Spotting
Jian Luo, Jianzong Wang, Ning Cheng, Haobin Tang, Jing Xiao
arXiv_SD
arXiv_SD
Unsupervised
Speech
Pose
Classification
Attention
PDF
2022-05-27
Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition
Yinghao Li, Le Song, Chao Zhang
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Weakly_Supervised
Sparse
Pose
PDF
2022-05-27
Unsupervised learning of features and object boundaries from local prediction
Heiko H. Schütt, Wei Ji Ma
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Contrastive_Learning
Contour
Prediction
PDF
2022-05-27
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
Gautam Singh, Yi-Fu Wu, Sungjin Ahn
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Pose
PDF
2022-05-27
Cycle Label-Consistent Networks for Unsupervised Domain Adaptation
Mei Wang, Weihong Deng
arXiv_CV
arXiv_CV
Unsupervised
Self-Supervised
Pose
Classification
PDF
2022-05-27
Deep face recognition with clustering based domain adaptation
Mei Wang, Weihong Deng
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Face
Face_Recognition
CNN
PDF
2022-05-27
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Weakly_Supervised
Pose
Classification
Inference
PDF
2022-05-26
CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement
Can Zhang, Gim Hee Lee
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Image_Classification
PDF
2022-05-26
Learning Dialogue Representations from Consecutive Utterances
Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Zero-Shot
Self-Supervised
Contrastive_Learning
Classification
Few-Shot
PDF
2022-05-26
2D versus 3D Convolutional Spiking Neural Networks Trained with Unsupervised STDP for Human Action Recognition
Mireille El-Assal, Pierre Tirilly, Ioan Marius Bilasco
arXiv_CV
arXiv_CV
Surveillance
Unsupervised
Recognition
3D
Action_Recognition
Action
CNN
PDF
2022-05-26
Learning What and Where -- Unsupervised Disentangling Location and Identity Tracking
Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thümmel, Martin V. Butz
arXiv_CV
arXiv_CV
Tracking
Unsupervised
Salient
Self-Supervised
Pose
Action
Autonomous
PDF
2022-05-26
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax
Bruno Sauvalle, Arnaud de La Fortelle
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Unsupervised
Represenation_Learning
Detection
Object_Detection
Attention
PDF
2022-05-26
Analyzing the Latent Space of GAN through Local Dimension Estimation
Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang
arXiv_CV
arXiv_CV
Unsupervised
Pose
Relation
GAN
PDF
2022-05-26
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification
Yuexin Wu, Xiaolei Huang
arXiv_CL
arXiv_CL
Unsupervised
Reinforcement_Learning
Text_Classification
Pose
Classification
PDF
2022-05-26
Fine-grained Image Captioning with CLIP Reward
Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal
arXiv_AI
arXiv_AI
Image_Caption
Unsupervised
Image_Retrieval
Salient
Pose
Relation
Caption
PDF
2022-05-26
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
Seongmin Park, Jihwa Lee
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Deep_Learning
Summarization
PDF
2022-05-25
Domain Adaptation for Object Detection using SE Adaptors and Center Loss
Sushruth Nagesh, Shreyas Rajesh, Asfiya Baig, Savitha Srinivasan
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Knowledge
Detection
Object_Detection
Attention
PDF
2022-05-25
New Intent Discovery with Pre-training and Contrastive Learning
Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y.S. Lam
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Represenation_Learning
Pose
Contrastive_Learning
PDF
2022-05-25
NECA: Network-Embedded Deep Representation Learning for Categorical Data
Xiaonan Gao, Sen Wu, Wenjun Zhou
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Represenation_Learning
Pose
Relation
PDF
2022-05-25
Obj2Sub: Unsupervised Conversion of Objective to Subjective Questions
Aarish Chhabra, Nandini Bansal, Venktesh V, Mukesh Mohania, Deep Dwivedi
arXiv_CL
arXiv_CL
Unsupervised
Pose
PDF
2022-05-25
LEPUS: Prompt-based Unsupervised Multi-hop Reranking for Open-domain QA
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
arXiv_CL
arXiv_CL
Unsupervised
Language_Model
QA
PDF
2022-05-25
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives
Xinke Li, Henghui Ding, Zekun Tong, Yuwei Wu, Yeow Meng Chee
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Unsupervised
3D
Pose
Classification
Deep_Learning
PDF
2022-05-25
RLPrompt: Optimizing Discrete Text Prompts With Reinforcement Learning
Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric P. Xing, Zhiting Hu
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Style_Transfer
Reinforcement_Learning
Bert
Optimization
Pose
Classification
Few-Shot
Language_Model
PDF
2022-05-25
An Investigation on Applying Acoustic Feature Conversion to ASR of Adult and Child Speech
Wei Liu, Jingyu Li, Tan Lee
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Speech
Classification
Speech_Recognition
Matching
PDF
2022-05-25
Low Resource Style Transfer via Domain Adaptive Meta Learning
Xiangyang Li, Xiang Long, Yu Xia, Sujian Li
arXiv_AI
arXiv_AI
Unsupervised
Style_Transfer
Knowledge
Adversarial
Pose
Language_Model
PDF
2022-05-25
Learning a Better Initialization for Soft Prompts via Meta-Learning
Yukun Huang, Kun Qian, Zhou Yu
arXiv_CL
arXiv_CL
Unsupervised
Pose
Few-Shot
Language_Model
PDF
2022-05-24
Emergent Communication through Metropolis-Hastings Naming Game with Deep Generative Models
Tadahiro Taniguchi, Yuto Yoshida, Akira Taniguchi, Yoshinobu Hagiwara
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Inference
PDF
2022-05-24
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
Siddharth Reddy, Sergey Levine, Anca D. Dragan
arXiv_RO
arXiv_RO
Unsupervised
Reinforcement_Learning
Gesture
Knowledge
Face
Action
Relation
PDF
2022-05-24
Adaptive multilingual speech recognition with pretrained models
Ngoc-Quan Pham, Alex Waibel, Jan Niehues
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Knowledge
Speech
Attention
Speech_Recognition
PDF
2022-05-24
lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents
Rachmad Vidya Wicaksana Putra, Muhammad Shafique
arXiv_AI
arXiv_AI
Unsupervised
Pose
Autonomous
Inference
PDF
2022-05-24
RevUp: Revise and Update Information Bottleneck for Event Representation
Mehdi Rezaee, Francis Ferraro
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
PDF
2022-05-24
Unsupervised Learning of Hierarchical Conversation Structure
Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf
arXiv_CL
arXiv_CL
Unsupervised
Summarization
PDF
2022-05-24
PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation
Aitor Ormazabal, Mikel Artetxe, Manex Agirrezabal, Aitor Soroa, Eneko Agirre
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Pose
Inference
Language_Model
PDF
2022-05-24
Diffuse Map Guiding Unsupervised Generative Adversarial Network for SVBRDF Estimation
Zhiyao Luo, Hongnan Chen
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Knowledge
Adversarial
GAN
PDF
2022-05-24
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Kaizhu Huang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
GAN
Medical
PDF
2022-05-24
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration
Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu
arXiv_CV
arXiv_CV
Unsupervised
Style_Transfer
Pose
Action
PDF
2022-05-24
Unsupervised Difference Learning for Noisy Rigid Image Alignment
Yu-Xuan Chen, Dagan Feng, Hong-Bin Shen
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Quantitative
PDF
2022-05-24
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations
Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi
arXiv_CL
arXiv_CL
Unsupervised
Relation
Inference
Language_Model
QA
PDF
2022-05-23
Towards Model Generalization for Monocular 3D Object Detection
Zhenyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang, Xianming Liu, Junjun Jiang
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Quantitative
Deep_Learning
Detection
Object_Detection
Autonomous
Inference
Prediction
PDF
2022-05-23
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris Papailiopoulos, Kangwook Lee
arXiv_CL
arXiv_CL
Embedding
Unsupervised
OCR
Pose
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
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur
arXiv_CV
arXiv_CV
Unsupervised
Self-Supervised
Pose
Prediction
PDF
2022-05-23
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft
arXiv_CV
arXiv_CV
Unsupervised
Zero-Shot
Detection
PDF
2022-05-23
Unsupervised Tokenization Learning
Anton Kolonin
arXiv_AI
arXiv_AI
Unsupervised
Pose
PDF
2022-05-23
Enhanced Prototypical Learning for Unsupervised Domain Adaptation in LiDAR Semantic Segmentation
Eojindl Yi, Juyoung Yang, Junmo Kim
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Unsupervised
Semantic_Segmentation
3D
Pose
Attention
Inference
PDF
2022-05-23
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning
Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer
arXiv_RO
arXiv_RO
Unsupervised
Reinforcement_Learning
Regularization
Knowledge
PDF
2022-05-23
Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity
Thomas Limbacher, Ozan Özdenizci, Robert Legenstein
arXiv_CV
arXiv_CV
Unsupervised
Pose
PDF
2022-05-23
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang
arXiv_CL
arXiv_CL
Unsupervised
Pose
Summarization
PDF
2022-05-22
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation
Thanh-Dat Truong, Naga Venkata Sai Raviteja Chappa, Xuan Bac Nguyen, Ngan Le, Ashley Dowling, Khoa Luu
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
PDF
2022-05-21
Unsupervised Sign Language Phoneme Clustering using HamNoSys Notation
Boris Mocialov, Graham Turner, Helen Hastie
arXiv_CV
arXiv_CV
Unsupervised
Classification
PDF
2022-05-20
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts
Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert
arXiv_CL
arXiv_CL
Transformer
Embedding
Tracking
Unsupervised
Classification
Language_Model
PDF
2022-05-20
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration
Jing Lin, Xiaowan Hu, Yuanhao Cai, Haoqian Wang, Youliang Yan, Xueyi Zou, Yulun Zhang, Luc Van Gool
arXiv_CV
arXiv_CV
Unsupervised
Enhancement
Super_Resolution
Restoration
Pose
Relation
Optical_Flow
PDF
2022-05-20
On the Trade-off between Redundancy and Local Coherence in Summarization
Ronald Cardenas, Matthias Galle, Shay B. Cohen
arXiv_CL
arXiv_CL
Unsupervised
Optimization
Pose
Action
Summarization
PDF
2022-05-20
Visual Concepts Tokenization
Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Represenation_Learning
Pose
Attention
PDF
2022-05-20
Towards Explanation for Unsupervised Graph-Level Representation Learning
Qinghua Zheng, Jihong Wang, Minnan Luo, Yaoliang Yu, Jundong Li, Lina Yao, Xiaojun Chang
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Action
Classification
PDF
2022-05-19
Content-Context Factorized Representations for Automated Speech Recognition
David M. Chan, Shalini Ghosh
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Speech
Relation
Speech_Recognition
PDF
2022-05-19
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video
Dipan Mandal, Abhilash Jain, Sreenivas Subramoney
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
3D
Pose
Optical_Flow
PDF
2022-05-19
Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification
Jin Ding, Xue Zhou
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Pose
Attention
Re-identification
PDF
2022-05-19
Identifying outliers in astronomical images with unsupervised machine learning
Yang Han, Zhiqiang Zou, Nan Li, Yanli Chen
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Survey
Attention
CNN
PDF
2022-05-19
Smooth densities and generative modeling with unsupervised random forests
David S. Watson, Kristin Blesch, Jan Kapar, Marvin N. Wright
arXiv_AI
arXiv_AI
Unsupervised
Pose
Deep_Learning
PDF
2022-05-19
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer
Zhengyuan Liu, Nancy F. Chen
arXiv_AI
arXiv_AI
Unsupervised
Style_Transfer
Optimization
Pose
PDF
2022-05-18
Deep Features for CBIR with Scarce Data using Hebbian Learning
Gabriele Lagani, Davide Bacciu, Claudio Gallicchio, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
arXiv_CV
arXiv_CV
Unsupervised
Gradient_Descent
Image_Retrieval
Action
PDF
2022-05-18
Exploiting Social Media Content for Self-Supervised Style Transfer
Dana Ruiter, Thomas Kleinbauer, Cristina España-Bonet, Josef van Genabith, Dietrich Klakow
arXiv_CL
arXiv_CL
Unsupervised
Style_Transfer
Self-Supervised
NMT
Denoising
PDF
2022-05-18
Evaluation of Transfer Learning for Polish with a Text-to-Text Model
Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Pose
Denoising
Summarization
PDF
2022-05-18
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
arXiv_CL
arXiv_CL
Unsupervised
Adversarial
Detection
GAN
Language_Model
PDF
2022-05-17
Unsupervised Segmentation in Real-World Images via Spelke Object Inference
Honglin Chen, Rahul Venkatesh, Yoni Friedman, Jiajun Wu, Joshua B. Tenenbaum, Daniel L. K. Yamins, Daniel M. Bear
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Self-Supervised
Action
Relation
Optical_Flow
Inference
PDF
2022-05-17
Learnable Optimal Sequential Grouping for Video Scene Detection
Daniel Rotman, Yevgeny Yaroker, Elad Amrani, Udi Barzelay, Rami Ben-Ari
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Optimization
Pose
Deep_Learning
Detection
PDF
2022-05-17
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning
Demian Gholipour Ghalandari, Chris Hokamp, Georgiana Ifrim
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Reinforcement_Learning
Inference
Prediction
PDF
2022-05-17
UnPWC-SVDLO: Multi-SVD on PointPWC for Unsupervised Lidar Odometry
Yiming Tu
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
Pose_Estimation
Pose
Action
Classification
Deep_Learning
Relation
Autonomous
PDF
2022-05-17
MATrIX -- Modality-Aware Transformer for Information eXtraction
Thomas Delteil, Edouard Belval, Lei Chen, Luis Goncalves, Vijay Mahadevan
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Action
Attention
PDF
2022-05-16
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion
Subhabrata Choudhury, Laurynas Karazija, Iro Laina, Andrea Vedaldi, Christian Rupprecht
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Optical_Flow
PDF
2022-05-16
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
Luke Melas-Kyriazi, Christian Rupprecht, Iro Laina, Andrea Vedaldi
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Semantic_Segmentation
Self-Supervised
Pose
Deep_Learning
PDF
2022-05-15
Discovering Latent Concepts Learned in BERT
Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad
arXiv_CL
arXiv_CL
Unsupervised
Bert
Knowledge
Relation
PDF
2022-05-15
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection
Wei Ji, Jingjing Li, Qi Bi, Chuan Guo, Jie Liu, Li Cheng
arXiv_CV
arXiv_CV
Unsupervised
Salient
Pose
Deep_Learning
Detection
Object_Detection
PDF
2022-05-15
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting
Zeyu Lu, Junjun Jiang, Junqin Huang, Gang Wu, Xianming Liu
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Inpainting
Adversarial
Pose
CNN
PDF
2022-05-14
Multi-modal curb detection and filtering
Sandipan Das, Navid Mahabadi, Saikat Chatterjee, Maurice Fallon
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
Knowledge
Pose
Detection
Autonomous
PDF
2022-05-13
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation
Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Adeel Razi, Wei Xiang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Super_Resolution
3D
Represenation_Learning
Pose
Deep_Learning
PDF
2022-05-13
Improving Contextual Representation with Gloss Regularized Pre-training
Yu Lin, Zhecheng An, Peihao Wu, Zejun Ma
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Bert
Pose
Inference
Language_Model
PDF
2022-05-13
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization
Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Inpainting
Self-Supervised
Pose
Action
Detection
Attention
Medical
Inference
Prediction
PDF
2022-05-13
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition
Mei Wang, Weihong Deng, Cheng-Lin Liu
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Knowledge
Pose
Classification
PDF
2022-05-12
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction
Shivam Duggal, Deepak Pathak
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
3D
Inference
PDF
2022-05-12
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification
Félix Remigereau, Djebril Mekhazni, Sajjad Abdoli, Le Thanh Nguyen-Meidine, Rafael M. O. Cruz, Eric Granger
arXiv_CV
arXiv_CV
Surveillance
Person_Re-identification
Unsupervised
Knowledge
Pose
Deep_Learning
Re-identification
PDF
2022-05-12
CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation
Yuning Mao, Ming Zhong, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Few-Shot
Summarization
PDF
2022-05-12
Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training
Soma Bandyopadhyay, Anish Datta, Shruti Sachan, Arpan Pal
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
PDF
2022-05-12
'Teaching Independent Parts Separately' : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Human Pose Estimation
Peter Hardy, Srinandan Dasmahapatra, Hansung Kim
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose_Estimation
Knowledge
Adversarial
Pose
GAN
PDF
2022-05-12
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Pose
Attention
Text_Generation
PDF
2022-05-12
Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation
Ho Hin Lee, Yucheng Tang, Riqiang Gao, Qi Yang, Xin Yu, Shunxing Bao, James G. Terry, J. Jeffrey Carr, Yuankai Huo, Bennett A. Landman
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Adversarial
Pose
Relation
GAN
PDF
2022-05-12
Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
arXiv_SD
arXiv_SD
Unsupervised
Adversarial
Pose
Quantitative
PDF
2022-05-12
Bi-level Alignment for Cross-Domain Crowd Counting
Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Adversarial
Attention
PDF
2022-05-10
Extracting Latent Steering Vectors from Pretrained Language Models
Nishant Subramani, Nivedita Suresh, Matthew E. Peters
arXiv_AI
arXiv_AI
Unsupervised
Sentiment
Text_Generation
Language_Model
PDF
2022-05-10
Metric Learning based Interactive Modulation for Real-World Super-Resolution
Chong Mou, Yanze Wu, Xintao Wang, Chao Dong, Jian Zhang, Ying Shan
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Restoration
Pose
PDF
2022-05-10
UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection
Youhui Guo, Yu Zhou, Xugong Qin, Enze Xie, Weiping Wang
arXiv_CV
arXiv_CV
Unsupervised
Pose
Scene_Text
Deep_Learning
Detection
Object_Detection
Inference
PDF
2022-05-09
Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns
Zhijian Yang, Junhao Wen, Christos Davatzikos
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Regularization
Pose
GAN
PDF
2022-05-09
Unsupervised Slot Schema Induction for Task-oriented Dialog
Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau
arXiv_CL
arXiv_CL
Tracking
Unsupervised
Pose
Language_Model
PDF
2022-05-09
Online Unsupervised Domain Adaptation for Person Re-identification
Hamza Rami, Matthieu Ospici, Stéphane Lathuilière
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Knowledge
Re-identification
PDF
2022-05-09
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner
Zeeshan Nisar, Jelica Vasiljević, Pierre Gançarski, Thomas Lampert
arXiv_CV
arXiv_CV
Unsupervised
Relation
PDF
2022-05-09
Anatomy-aware Self-supervised Learning for Anomaly Detection in Chest Radiographs
Junya Sato, Yuki Suzuki, Tomohiro Wataya, Daiki Nishigaki, Kosuke Kita, Kazuki Yamagata, Noriyuki Tomiyama, Shoji Kido
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Self-Supervised
Deep_Learning
Detection
Medical
PDF
2022-05-09
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
Sosuke Nishikawa, Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Contrastive_Learning
PDF
2022-05-09
Local Prediction Aggregation: A Frustratingly Easy Source-free Domain Adaptation Method
Shiqi Yang, Yaxing Wang, Kai Wang, Joost van de Weijer, Shangling Jui
arXiv_CV
arXiv_CV
Unsupervised
Pose
Contrastive_Learning
Prediction
PDF
2022-05-09
Programming molecular systems to emulate a learning spiking neuron
Jakub Fil, Neil Dalchau, Dominique Chu
arXiv_AI
arXiv_AI
Unsupervised
Pose
Action
Autonomous
PDF
2022-05-09
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer
Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria
arXiv_CL
arXiv_CL
Unsupervised
Style_Transfer
Adversarial
Classification
GAN
PDF
2022-05-08
N-ACT: An Interpretable Deep Learning Model for Automatic Cell Type and Salient Gene Identification
A. Ali Heydari, Oscar A. Davalos, Katrina K. Hoyer, Suzanne S. Sindi
arXiv_AI
arXiv_AI
Unsupervised
Salient
Deep_Learning
Attention
GAN
PDF
2022-05-08
Unsupervised Discovery and Composition of Object Light Fields
Cameron Smith, Hong-Xing Yu, Sergey Zakharov, Fredo Durand, Joshua B. Tenenbaum, Jiajun Wu, Vincent Sitzmann
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
3D
Pose
PDF
2022-05-08
Cross-lingual Adaptation for Recipe Retrieval with Mixup
Bin Zhu, Chong-Wah Ngo, Jingjing Chen, Wing-Kwong Chan
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Knowledge
Pose
Attention
PDF
2022-05-08
Fully Automated Binary Pattern Extraction For Finger Vein Identification using Double Optimization Stages-Based Unsupervised Learning Approach
Ali Salah Hameed, Adil Al-Azzawi
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Optimization
Pose
Action
Deep_Learning
Detection
PDF
2022-05-08
Unsupervised Homography Estimation with Coplanarity-Aware GAN
Mingbo Hong, Yuhang Lu, Nianjin Ye, Chunyu Lin, Qijun Zhao, Shuaicheng Liu
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Pose
Attention
GAN
Matching
PDF
2022-05-08
One-Class Knowledge Distillation for Face Presentation Attack Detection
Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Knowledge
Pose
Face
Detection
Face_Recognition
PDF
2022-05-07
Towards Robust 3D Object Recognition with Dense-to-Sparse Deep Domain Adaptation
Prajval Kumar Murali, Cong Wang, Ravinder Dahiya, Mohsen Kaboli
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Point_Cloud
3D
Sparse
Pose
Autonomous
PDF
2022-05-07
Automatic Velocity Picking Using Unsupervised Ensemble Learning
H.T. Wang, J.S. Zhang, C.X. Zhang, Z.X. Zhao, C.L. Tan, Z.Y. Yang, W.F. Geng
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Deep_Learning
Attention
PDF
2022-05-07
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Pose
Medical
PDF
2022-05-07
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution
Xiaoqian Xu, Pengxu Wei, Weikai Chen, Mingzhi Mao, Liang Lin, Guanbin Li
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Adversarial
Pose
Attention
PDF
2022-05-07
Unsupervised Deep Unrolled Reconstruction Using Regularization by Denoising
Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Liang Dong, Leslie Ying
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Optimization
Regularization
Pose
Deep_Learning
Denoising
PDF
2022-05-06
Quantifying Synthesis and Fusion and their Impact on Machine Translation
Arturo Oncevay, Duygu Ataman, Niels van Berkel, Barry Haddow, Alexandra Birch, Johannes Bjerva
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Pose
Relation
PDF
2022-05-06
Bridging the Domain Gap for Stance Detection for the Zulu language
Gcinizwe Dlamini, Imad Eddine Ibrahim Bekkouch, Adil Khan, Leon Derczynski
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Detection
PDF
2022-05-06
A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets
Hehan Teng, Tao He, Yuchen Guo, Guiguang Ding
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Pose
Re-identification
Inference
PDF
2022-05-05
BlobGAN: Spatially Disentangled Scene Representations
Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
GAN
PDF
2022-05-05
Assistive Recipe Editing through Critiquing
Diego Antognini, Shuyang Li, Boi Faltings, Julian McAuley
arXiv_CL
arXiv_CL
Unsupervised
Relation
Denoising
Language_Model
PDF
2022-05-04
ShoeRinsics: Shoeprint Prediction for Forensics with Intrinsic Decomposition
Samia Shafique, Bailey Kong, Shu Kong, Charless C. Fowlkes
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Prediction
PDF
2022-05-04
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer
Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Style_Transfer
Zero-Shot
Knowledge
Adversarial
Action
Denoising
GAN
PDF
2022-05-04
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction
Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu`ang Li, Lijie Wen, Philip S. Yu
arXiv_AI
arXiv_AI
Unsupervised
Self-Supervised
Pose
Contrastive_Learning
Action
Classification
Relation
Relation_Extraction
Attention
PDF
2022-05-04
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem
Ryoma Sato
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Classification
PDF
2022-05-04
Cross-lingual Word Embeddings in Hyperbolic Space
Chandni Saxena, Mudit Chaudhary, Helen Meng
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
Relation
Language_Model
PDF
2022-05-04
ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters
Xue Bin Peng, Yunrong Guo, Lina Halper, Sergey Levine, Sanja Fidler
arXiv_AI
arXiv_AI
Segmentation
Embedding
Unsupervised
Reinforcement_Learning
Adversarial
Pose
PDF
2022-05-04
Self-Taught Metric Learning without Labels
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Relation
PDF
2022-05-04
Unsupervised Domain Adaptation Learning for Hierarchical Infant Pose Recognition with Synthetic Data
Cheng-Yen Yang, Zhongyu Jiang, Shih-Yu Gu, Jenq-Neng Hwang, Jang-Hee Yoo
arXiv_CV
arXiv_CV
Unsupervised
Recognition
3D
Bert
Optimization
Pose
Inference
PDF
2022-05-04
UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning
Yongzhen Wang, Xuefeng Yan, Fu Lee Wang, Haoran Xie, Wenhan Yang, Mingqiang Wei, Jing Qin
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Adversarial
Pose
Contrastive_Learning
PDF
2022-05-04
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds
Yu Zhang, Yu Meng, Xuan Wang, Sheng Wang, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Language_Model
PDF
2022-05-03
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training
Jisi Zhang, Catalin Zorila, Rama Doddipatla, Jon Barker
arXiv_CL
arXiv_CL
Unsupervised
Enhancement
Recognition
Speech
Pose
Speech_Recognition
PDF
2022-05-03
A Contrario multi-scale anomaly detection method for industrial quality inspection
Matías Tailanian, Pablo Musé, Álvaro Pardo
arXiv_CV
arXiv_CV
Unsupervised
Pose
Detection
PDF
2022-05-03
Cross-View Cross-Scene Multi-View Crowd Counting
Qi Zhang, Wei Lin, Antoni B. Chan
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Pose
PDF
2022-05-03
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning
Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park
arXiv_CV
arXiv_CV
Unsupervised
Pose
Survey
Deep_Learning
PDF
2022-05-03
Distilling Governing Laws and Source Input for Dynamical Systems from Videos
Lele Luan, Yang Liu, Hao Sun
arXiv_AI
arXiv_AI
Unsupervised
Sparse
Pose
Deep_Learning
PDF
2022-05-02
Streaming Inference for Infinite Non-Stationary Clustering
Rylan Schaeffer, Gabrielle Kaili-May Liu, Yilun Du, Scott Linderman, Ila Rani Fiete
arXiv_AI
arXiv_AI
Unsupervised
Inference
PDF
2022-05-02
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation
Huan Gao, Jichang Guo, Guoli Wang, Qian Zhang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Knowledge
Pose
Face
Relation
Autonomous
Inference
PDF
2022-05-02
A Library Perspective on Nearly-Unsupervised Information Extraction Workflows in Digital Libraries
Hermann Kroll, Jan Pirklbauer, Florian Plötzky, Wolf-Tilo Balke
arXiv_CL
arXiv_CL
Unsupervised
Action
PDF
2022-05-02
Unsupervised Denoising of Optical Coherence Tomography Images with Dual_Merged CycleWGAN
Jie Du, Xujian Yang, Kecheng Jin, Xuanzheng Qi, Hu Chen
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
Face
Denoising
GAN
CNN
PDF
2022-05-02
Debiased Contrastive Learning of Unsupervised Sentence Representations
Kun Zhou, Beichen Zhang, Wayne Xin Zhao, Ji-Rong Wen
arXiv_CL
arXiv_CL
Unsupervised
Contrastive_Learning
Language_Model
PDF
2022-05-02
DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation
Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
Represenation_Learning
Self-Supervised
Pose
Deep_Learning
PDF
2022-05-01
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs
Songlin Yang, Wei Liu, Kewei Tu
arXiv_CL
arXiv_CL
Unsupervised
Inference
Language_Model
PDF
2022-05-01
Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction
Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiaoqun Zhang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Regularization
Pose
Deep_Learning
Inference
PDF
2022-04-30
Unsupervised Visible-light Images Guided Cross-Spectrum Depth Estimation from Dual-Modality Cameras
Yubin Guo, Haobo Jiang, Xinlei Qi, Jin Xie, Cheng-Zhong Xu, Hui Kong
arXiv_CV
arXiv_CV
Unsupervised
Pose
Autonomous
PDF
2022-04-30
DefakeHop++: An Enhanced Lightweight Deepfake Detector
Hong-Shuo Chen, Shuowen Hu, Suya You, C.-C. Jay Kuo
arXiv_CV
arXiv_CV
Unsupervised
Pose
Detection
Object_Detection
PDF
2022-04-30
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks
Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Action
Classification
Image_Classification
PDF
2022-04-30
Multimodal Representation Learning With Text and Images
Aishwarya Jayagopal, Ankireddy Monica Aiswarya, Ankita Garg, Srinivasan Kolumam Nandakumar
arXiv_CL
arXiv_CL
Unsupervised
Represenation_Learning
Speech
Classification
PDF
2022-04-30
Unsupervised Contrastive Learning based Transformer for Lung Nodule Detection
Chuang Niu, Ge Wang
arXiv_AI
arXiv_AI
Transformer
Embedding
Unsupervised
3D
Self-Supervised
Pose
Contrastive_Learning
Detection
Attention
CNN
Prediction
PDF
2022-04-29
Prompt Consistency for Zero-Shot Task Generalization
Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Inference
Language_Model
Prediction
PDF
2022-04-29
Training Naturalized Semantic Parsers with Very Little Data
Subendhu Rongali, Konstantine Arkoudas, Melanie Rubino, Wael Hamza
arXiv_CL
arXiv_CL
Unsupervised
Few-Shot
Language_Model
PDF
2022-04-29
Hardware Trojan Detection Using Unsupervised Deep Learning on Quantum Diamond Microscope Magnetic Field Images
Maitreyi Ashok, Matthew J. Turner, Ronald L. Walsworth, Edlyn V. Levine, Anantha P. Chandrakasan
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Deep_Learning
Detection
CNN
PDF
2022-04-29
Local Explanation of Dimensionality Reduction
Avraam Bardos, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas
arXiv_AI
arXiv_AI
Unsupervised
PDF
2022-04-29
Unsupervised Reinforcement Learning for Transferable Manipulation Skill Discovery
Daesol Cho, Jigang Kim, H. Jin Kim
arXiv_RO
arXiv_RO
Unsupervised
Reinforcement_Learning
Knowledge
Pose
Action
PDF
2022-04-29
Struct-MDC: Mesh-Refined Unsupervised Depth Completion Leveraging Structural Regularities from Visual SLAM
Jinwoo Jeon, Hyunjun Lim, Dong-Uk Seo, Hyun Myung
arXiv_CV
arXiv_CV
Unsupervised
Sparse
Pose
SLAM
Deep_Learning
PDF
2022-04-28
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation
Zekang Chen, Jia Wei, Rui Li
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
Medical
PDF
2022-04-28
Generative Adversarial Networks for Image Super-Resolution: A Survey
Chunwei Tian, Xuanyu Zhang, Jerry Chun-Wen Lin, Wangmeng Zuo, Yanning Zhang
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Optimization
Adversarial
Survey
Quantitative
GAN
PDF
2022-04-28
Symmetric Transformer-based Network for Unsupervised Image Registration
Mingrui Ma, Lei Song, Yuanbo Xu, Guixia Liu
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Pose
Deep_Learning
Attention
Medical
CNN
PDF
2022-04-28
Unsupervised Spatial-spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry
Kangning Cui, Ruoning Li, Sam L. Polk, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
PDF
2022-04-28
Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency Detection
Mingtao Feng, Kendong Liu, Liang Zhang, Hongshan Yu, Yaonan Wang, Ajmal Mian
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Salient
Pose
Detection
Relation
Prediction
PDF
2022-04-28
Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in Shape Matching
Nicolas Donati, Etienne Corman, Maks Ovsjanikov
arXiv_CV
arXiv_CV
Unsupervised
Pose
Deep_Learning
Prediction
Matching
PDF
2022-04-28
List-Mode PET Image Reconstruction Using Deep Image Prior
Kibo Ote, Fumio Hashimoto, Yuya Onishi, Takashi Isobe, Yasuomi Ouchi
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Action
Quantitative
Deep_Learning
CNN
PDF
2022-04-28
Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast
Boqing Zhu, Kele Xu, Changjian Wang, Zheng Qin, Tao Sun, Huaimin Wang, Yuxing Peng
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Face
Relation
PDF
2022-04-27
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework
Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
arXiv_AI
arXiv_AI
Unsupervised
Optimization
Knowledge
Adversarial
Pose
Classification
Detection
Prediction
PDF
2022-04-27
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
Lukas Hoyer, Dengxin Dai, Luc Van Gool
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Pose
Attention
Prediction
PDF
2022-04-27
Self-Supervised Learning of Object Parts for Semantic Segmentation
Adrian Ziegler, Yuki M. Asano
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Segmentation
Unsupervised
Semantic_Segmentation
Represenation_Learning
Self-Supervised
Pose
Detection
PDF
2022-04-27
Unsupervised Word Segmentation using K Nearest Neighbors
Tzeviya Sylvia Fuchs, Yedid Hoshen, Joseph Keshet
arXiv_SD
arXiv_SD
Segmentation
Unsupervised
Speech
Self-Supervised
Pose
PDF
2022-04-27
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution
Tze Ho Elden Tse, Kwang In Kim, Ales Leonardis, Hyung Jin Chang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Pose_Estimation
Pose
Action
Attention
PDF
2022-04-27
Gleo-Det: Deep Convolution Feature-Guided Detector with Local Entropy Optimization for Salient Points
Chao Li, Yanan You, Wenli Zhou
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Salient
Pose
Detection
Object_Detection
Matching
PDF
2022-04-27
Self-Supervised Text Erasing with Controllable Image Synthesis
Gangwei Jiang, Shiyao Wang, Tiezheng Ge, Yuning Jiang, Ying Wei, Defu Lian
arXiv_AI
arXiv_AI
Unsupervised
Self-Supervised
Pose
Scene_Text
PDF
2022-04-26
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition
Bruna Delazeri, Leonardo L. Veras, Alceu de S. Britto Jr., Jean Paul Barddal, Alessandro L. Koerich
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Emotion
Classification
PDF
2022-04-26
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings
Danushka Bollegala
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Matching
PDF
2022-04-26
Unsupervised Segmentation of Hyperspectral Remote Sensing Images with Superpixels
Mirko Paolo Barbato, Paolo Napoletano, Flavio Piccoli, Raimondo Schettini
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Knowledge
Pose
PDF
2022-04-26
Flow-Adapter Architecture for Unsupervised Machine Translation
Yihong Liu, Haris Jabbar, Hinrich Schütze
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
NMT
Attention
PDF
2022-04-26
Unsupervised Learning of Unbiased Visual Representations
Carlo Alberto Barbano, Enzo Tartaglione, Marco Grangetto
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Prediction
PDF
2022-04-26
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams
Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci
arXiv_AI
arXiv_AI
Unsupervised
3D
Sparse
Pose
Action
Classification
Attention
Autonomous
PDF
2022-04-25
ProCST: Boosting Semantic Segmentation using Progressive Cyclic Style-Transfer
Shahaf Ettedgui, Shady Abu-Hussein, Raja Giryes
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Semantic_Segmentation
Pose
PDF
2022-04-25
Low-dimensional representation of infant and adult vocalization acoustics
Silvia Pagliarini, Sara Schneider, Christopher T. Kello, Anne S. Warlaumont
arXiv_CL
arXiv_CL
Unsupervised
Speech
Action
PDF
2022-04-25
Task-Induced Representation Learning
Jun Yamada, Karl Pertsch, Anisha Gunjal, Joseph J. Lim
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Reinforcement_Learning
Represenation_Learning
Contrastive_Learning
Prediction
PDF
2022-04-25
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation
Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
Semantic_Segmentation
Pose
Face
PDF
2022-04-25
A Survey on Word Meta-Embedding Learning
Danushka Bollegala, James O'Neill
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Knowledge
Survey
PDF
2022-04-25
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training
Zhenyu Li, Zehui Chen, Ang Li, Liangji Fang, Qinhong Jiang, Xianming Liu, Junjun Jiang
arXiv_CV
arXiv_CV
Unsupervised
3D
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Autonomous
PDF
2022-04-25
Graph Convolutional Network Based Semi-Supervised Learning on Multi-Speaker Meeting Data
Fuchuan Tong, Siqi Zheng, Min Zhang, Yafeng Chen, Hongbin Suo, Qingyang Hong, Lin Li
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Recognition
Pose
Attention
CNN
PDF
2022-04-25
Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers
Tsung-Wei Ke, Jyh-Jing Hwang, Yunhui Guo, Xudong Wang, Stella X. Yu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Unsupervised
Semantic_Segmentation
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
2022-04-24
Large Scale Time-Series Representation Learning via Simultaneous Low and High Frequency Feature Bootstrapping
Vandan Gorade, Azad Singh, Deepak Mishra
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
CNN
PDF
2022-04-24
A Survey on Unsupervised Industrial Anomaly Detection Algorithms
Yajie Cui, Zhaoxiang Liu, Shiguo Lian
arXiv_CV
arXiv_CV
Unsupervised
Pose
Survey
Detection
PDF
2022-04-23
Can domain adaptation make object recognition work for everyone?
Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik
arXiv_CV
arXiv_CV
Unsupervised
Recognition
PDF
2022-04-23
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation
Jiangyu Han, Yanhua Long
arXiv_SD
arXiv_SD
Unsupervised
Knowledge
Speech
Pose
PDF
2022-04-23
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN
Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Unsupervised
Restoration
Knowledge
Pose
GAN
PDF
2022-04-22
SegDiscover: Visual Concept Discovery via Unsupervised Semantic Segmentation
Haiyang Huang, Zhi Chen, Cynthia Rudin
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Semantic_Segmentation
Self-Supervised
PDF
2022-04-22
Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets
Margherita Gambini, Tiziano Fagni, Caterina Senette, Maurizio Tesconi
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Knowledge
Pose
Detection
Object_Detection
Attention
PDF
2022-04-22
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues
Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen
arXiv_AI
arXiv_AI
Unsupervised
Pose
PDF
2022-04-22
MIPR:Automatic Annotation of Medical Images with Pixel Rearrangement
Pingping Dai, Haiming Zhu, Shuang Ge, Ruihan Zhang, Xiang Qian, Xi Li, Kehong Yuan
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Knowledge
Adversarial
Pose
Deep_Learning
GAN
Medical
PDF
2022-04-22
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification
Jared Mowery
arXiv_CL
arXiv_CL
Unsupervised
Sentiment_Classification
Text_Classification
Adversarial
Classification
Relation
Sentiment
PDF
2022-04-21
Contrastive Test-Time Adaptation
Dian Chen, Dequan Wang, Trevor Darrell, Sayna Ebrahimi
arXiv_CV
arXiv_CV
Unsupervised
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-04-21
Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance
Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Regularization
Self-Supervised
Pose
Action_Recognition
Action
CNN
PDF
2022-04-21
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljačić, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James Glass
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Language_Model
PDF
2022-04-21
Toward Fast, Flexible, and Robust Low-Light Image Enhancement
Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
arXiv_CV
arXiv_CV
Segmentation
Face_Detection
Unsupervised
Semantic_Segmentation
Enhancement
Image_Enhancement
Face
Detection
Inference
PDF
2022-04-21
Towards Fewer Labels: Support Pair Active Learning for Person Re-identification
Dapeng Jin, Minxian Li
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Pose
Relation
Re-identification
PDF
2022-04-21
Multi-scale Knowledge Distillation for Unsupervised Person Re-Identification
Long Lan, Xiao Teng, Haoang Chi, Xiang Zhang
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Knowledge
Re-identification
PDF
2022-04-21
Unsupervised Video Interpolation by Learning Multilayered 2.5D Motion Fields
Ziang Cheng, Shihao Jiang, Hongdong Li
arXiv_CV
arXiv_CV
Unsupervised
Sparse
Self-Supervised
Pose
PDF
2022-04-21
Relevance-guided Unsupervised Discovery of Abilities with Quality-Diversity Algorithms
Luca Grillotti, Antoine Cully
arXiv_RO
arXiv_RO
Unsupervised
Knowledge
Autonomous
PDF
2022-04-21
SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification
Haocong Rao, Chunyan Miao
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
3D
Represenation_Learning
Pose
Contrastive_Learning
Deep_Learning
Relation
Re-identification
PDF
2022-04-21
A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms
Maxime Alvarez, Jean-Charles Verdier, D'Jeff K. Nkashama, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Review
Detection
PDF
2022-04-20
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss
Haseeb Nazki, Ognjen Arandjelović, InHwa Um, David Harrison
arXiv_CV
arXiv_CV
Unsupervised
Enhancement
Salient
Adversarial
Pose
Image_Enhancement
Action
GAN
PDF
2022-04-20
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation
Zheng Chen, Durgakant Pushp, Lantao Liu
arXiv_RO
arXiv_RO
Unsupervised
Pose
Autonomous
Prediction
PDF
2022-04-20
Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers
Angelo Basile, Marc Franco-Salvador, Paolo Rosso
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Sentiment
PDF
2022-04-20
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning
Bohong Wu, Hai Zhao
arXiv_CL
arXiv_CL
Reconstruction
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Attention
Language_Model
PDF
2022-04-20
Utilizing unsupervised learning to improve sward content prediction and herbage mass estimation
Paul Albert, Mohamed Saadeldin, Badri Narayanan, Brian Mac Namee, Deirdre Hennessy, Aisling H. O'Connor, Noel E. O'Connor, Kevin McGuinness
arXiv_CV
arXiv_CV
Unsupervised
Pose
Contrastive_Learning
Deep_Learning
Prediction
PDF
2022-04-20
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization
Changjie Lu, Shen Zheng, Gaurav Gupta
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Unsupervised
Quantitative
Medical
Matching
PDF
2022-04-19
Behind the Machine's Gaze: Biologically Constrained Neural Networks Exhibit Human-like Visual Attention
Leo Schwinn, Doina Precup, Björn Eskofier, Dario Zanca
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Quantitative
Classification
Attention
PDF
2022-04-19
Unsupervised detection of ash dieback disease using diffusion-based hyperspectral image clustering
Sam L. Polk, Aland H. Y. Chan, Kangning Cui, Robert J. Plemmons, David A. Coomes, James M. Murphy
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Classification
Detection
PDF
2022-04-19
Less than Few: Self-Shot Video Instance Segmentation
Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Unsupervised
Video_Caption
Self-Supervised
Pose
Few-Shot
PDF
2022-04-19
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge
Ashwani Tanwar, Jingqing Zhang, Julia Ive, Vibhor Gupta, Yike Guo
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Bert
Knowledge
PDF
2022-04-19
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
arXiv_CV
arXiv_CV
Unsupervised
3D
Represenation_Learning
Adversarial
Pose
GAN
PDF
2022-04-19
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution
Chun-Yu Sun, Yu-Qi Yang, Hao-Xiang Guo, Peng-Shuai Wang, Xin Tong, Yang Liu, Heung-Yeung Shum
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
3D
Pose
Prediction
PDF
2022-04-19
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir
arXiv_CV
arXiv_CV
Unsupervised
Image_Retrieval
Adversarial
Pose
Action
Attention
PDF
2022-04-18
Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models
Ali Ghadirzadeh, Petra Poklukar, Karol Arndt, Chelsea Finn, Ville Kyrki, Danica Kragic, Mårten Björkman
arXiv_RO
arXiv_RO
Unsupervised
Reinforcement_Learning
Knowledge
Action
PDF
2022-04-18
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
Wele Gedara Chaminda Bandara, Vishal M. Patel
arXiv_AI
arXiv_AI
Unsupervised
Regularization
Pose
Detection
PDF
2022-04-18
Inductive Biases for Object-Centric Representations of Complex Textures
Samuele Papa, Ole Winther, Andrea Dittadi
arXiv_CV
arXiv_CV
Unsupervised
Style_Transfer
PDF
2022-04-18
Exploring Dimensionality Reduction Techniques in Multilingual Transformers
Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho
arXiv_CL
arXiv_CL
Transformer
Embedding
Unsupervised
Pose
Action
Attention
PDF
2022-04-18
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation
Feihu Zhang, Vladlen Koltun, Philip Torr, René Ranftl, Stephan R. Richter
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Pose
Contrastive_Learning
PDF
2022-04-18
Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation
Paul Albert, Mohamed Saadeldin, Badri Narayanan, Jaime Fernandez, Brian Mac Namee, Deirdre Hennessey, Noel E. O'Connor, Kevin McGuinness
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Knowledge
Pose
Face
Deep_Learning
Drone
Autonomous
PDF
2022-04-18
Differentiable Time-Frequency Scattering in Kymatio
John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, George Fazekas
arXiv_SD
arXiv_SD
Unsupervised
Classification
CNN
PDF
2022-04-18
Joint Multi-view Unsupervised Feature Selection and Graph Learning
Si-Guo Fang, Dong Huang, Chang-Dong Wang, Yong Tang
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Pose
PDF
2022-04-18
Semi-Supervised Super-Resolution
Ankur Singh, Piyush Rai
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Pose
Quantitative
GAN
PDF
2022-04-18
Robust End-to-end Speaker Diarization with Generic Neural Clustering
Chenyu Yang, Yu Wang
arXiv_SD
arXiv_SD
Unsupervised
Speech
Pose
Inference
PDF
2022-04-18
AI for human assessment: What do professional assessors need?
Riku Arakawa, Hiromu Yakura
arXiv_AI
arXiv_AI
Unsupervised
Pose
Detection
PDF
2022-04-17
Learning Compositional Representations for Effective Low-Shot Generalization
Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Zero-Shot
Salient
Adversarial
Pose
Face
Few-Shot
CNN
PDF
2022-04-17
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
Jiaxi Wu, Jiaxin Chen, Mengzhe He, Yiru Wang, Bo Li, Bingqi Ma, Weihao Gan, Wei Wu, Yali Wang, Di Huang
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Adversarial
Pose
Detection
Object_Detection
PDF
2022-04-17
Unsupervised Cross-Task Generalization via Retrieval Augmentation
Bill Yuchen Lin, Kangmin Tan, Chris Miller, Beiwen Tian, Xiang Ren
arXiv_AI
arXiv_AI
Unsupervised
Pose
Language_Model
PDF
2022-04-16
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring
Suiyi Zhao, Zhao Zhang, Richang Hong, Mingliang Xu, Yi Yang, Meng Wang
arXiv_CV
arXiv_CV
Unsupervised
Pose
Deep_Learning
GAN
Inference
PDF
2022-04-16
Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models
Keigo Takahashi, Danushka Bollegala
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
Attention
Language_Model
PDF
2022-04-16
Efficient Reinforcement Learning for Unsupervised Controlled Text Generation
Bhargav Upadhyay, Akhilesh Sudhakar, Arjun Maheswaran
arXiv_AI
arXiv_AI
Unsupervised
Style_Transfer
Reinforcement_Learning
Sparse
Pose
Action
Text_Generation
PDF
2022-04-16
Safe Self-Refinement for Transformer-based Domain Adaptation
Tao Sun, Cheng Lu, Tianshuo Zhang, Haibin Ling
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Knowledge
Adversarial
Pose
CNN
Prediction
PDF
2022-04-15
Improving Passage Retrieval with Zero-Shot Question Generation
Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Attention
Language_Model
PDF
2022-04-15
Sensitivity of sparse codes to image distortions
Kyle Luther, H. Sebastian Seung
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Sparse
Pose
PDF
2022-04-15
Text Revision by On-the-Fly Representation Optimization
Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Optimization
Pose
Face
Classification
Inference
Language_Model
PDF
2022-04-15
Anomalous Sound Detection Based on Machine Activity Detection
Tomoya Nishida, Kota Dohi, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Pose
Detection
Activity
Inference
PDF
2022-04-15
Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation
Kuangen Zhang, Jiahong Chen, Jing Wang, Xinxing Chen, Yuquan Leng, Clarence W. de Silva, Chenglong Fu
arXiv_RO
arXiv_RO
Unsupervised
Recognition
Knowledge
Face
Action
Activity
Prediction
PDF
2022-04-15
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Transfer_Learning
Classification
Few-Shot
Image_Classification
PDF
2022-04-14
Brazilian Court Documents Clustered by Similarity Together Using Natural Language Processing Approaches with Transformers
Raphael Souza de Oliveira, Erick Giovani Sperandio Nascimento
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Bert
Inference
PDF
2022-04-14
Deformable Sprites for Unsupervised Video Decomposition
Vickie Ye, Zhengqi Li, Richard Tucker, Angjoo Kanazawa, Noah Snavely
arXiv_CV
arXiv_CV
Unsupervised
PDF
2022-04-14
Learning and controlling the source-filter representation of speech with a variational autoencoder
Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
arXiv_SD
arXiv_SD
Unsupervised
Speech
PDF
2022-04-14
Latent Aspect Detection from Online Unsolicited Customer Reviews
Mohammad Forouhesh, Arash Mansouri, Hossein Fani
arXiv_CL
arXiv_CL
Unsupervised
Review
Pose
Face
Detection
Sentiment
PDF
2022-04-14
Unsupervised Deep Learning Meets Chan-Vese Model
Dihan Zheng, Chenglong Bao, Zuoqiang Shi, Haibin Ling, Kaisheng Ma
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Deep_Learning
PDF
2022-04-14
Implicit Sample Extension for Unsupervised Person Re-Identification
Xinyu Zhang, Dongdong Li, Zhigang Wang, Jian Wang, Errui Ding, Javen Qinfeng Shi, Zhaoxiang Zhang, Jingdong Wang
arXiv_CV
arXiv_CV
Embedding
Person_Re-identification
Unsupervised
Pose
Re-identification
PDF
2022-04-14
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation
Wanyu Xu, Zengmao Wang, Wei Bian
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Knowledge
Pose
PDF
2022-04-13
A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic
Renato W. R. de Souza, João V. C. de Oliveira, Leandro A. Passos, Weiping Ding, João P. Papa, Victor Hugo C. de Albuquerque
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Classification
PDF
2022-04-13
Controllable Video Generation through Global and Local Motion Dynamics
Aram Davtyan, Paolo Favaro
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Action
PDF
2022-04-13
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images
Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
PDF
2022-04-13
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation
Xiyu Wang, Yuecong Xu, Kezhi Mao, Jianfei Yang
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
Action
Classification
Attention
Prediction
Video_Classification
PDF
2022-04-12
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?
Thomas Wang, Adam Roberts, Daniel Hesslow, Teven Le Scao, Hyung Won Chung, Iz Beltagy, Julien Launay, Colin Raffel
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Zero-Shot
Language_Model
PDF
2022-04-12
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data
Finn Behrendt, Marcel Bengs, Frederik Rogge, Julia Krüger, Roland Opfer, Alexander Schlaefer
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Deep_Learning
Detection
PDF
2022-04-12
GORDA: Graph-based ORientation Distribution Analysis of SLI scatterometry Patterns of Nerve Fibres
Esteban Vaca, Miriam Menzel, Katrin Amunts, Markus Axer, Timo Dickscheid
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Action
Quantitative
PDF
2022-04-12
Unsupervised Anomaly and Change Detection with Multivariate Gaussianization
José A. Padrón-Hidalgo, Valero Laparra, Gustau Camps-Valls
arXiv_CV
arXiv_CV
Unsupervised
Pose
Detection
PDF
2022-04-12
Towards Open-Set Object Detection and Discovery
Jiyang Zheng, Weihao Li, Jie Hong, Lars Petersson, Nick Barnes
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Detection
Object_Detection
PDF
2022-04-12
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation
Wenju Zhang, Xiang Zhang, Qing Liao, Long Lan, Mengzhu Wang, Wei Wang, Baoyun Peng, Zhengming Ding
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Image_Classification
Prediction
PDF
2022-04-12
GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition
Yang Li, Ji Chen, Fu Li, Boxun Fu, Hao Wu, Youshuo Ji, Yijin Zhou, Yi Niu, Guangming Shi, Wenming Zheng
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Self-Supervised
Pose
Emotion
Contrastive_Learning
Relation
PDF
2022-04-12
Out-Of-Distribution Detection In Unsupervised Continual Learning
Jiangpeng He, Fengqing Zhu
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
2022-04-11
Towards Online Domain Adaptive Object Detection
Vibashan VS, Poojan Oza, Vishal M. Patel
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Represenation_Learning
Knowledge
Pose
Detection
Object_Detection
Attention
PDF
2022-04-11
Deep learning-based surrogate model for 3-D patient-specific computational fluid dynamics
Pan Du, Xiaozhi Zhu, Jian-Xun Wang
arXiv_CV
arXiv_CV
Unsupervised
3D
Optimization
Pose
Face
Deep_Learning
Prediction
PDF
2022-04-11
Learning Downstream Task by Selectively Capturing Complementary Knowledge from Multiple Self-supervisedly Learning Pretexts
Quan Feng, Qingyuan Wu, Jiayu Yao, Songcan Chen
arXiv_CL
arXiv_CL
Unsupervised
Represenation_Learning
Knowledge
Self-Supervised
Pose
Attention
Matching
PDF
2022-04-11
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang
arXiv_CL
arXiv_CL
Unsupervised
Regularization
Knowledge
Self-Supervised
Contrastive_Learning
Action
Few-Shot
Language_Model
PDF
2022-04-11
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning
Algayres Robin, Adel Nabli, Benoit Sagot, Emmanuel Dupoux
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Speech
Self-Supervised
Contrastive_Learning
PDF
2022-04-11
Fine-grained Noise Control for Multispeaker Speech Synthesis
Karolos Nikitaras, Georgios Vamvoukakis, Nikolaos Ellinas, Konstantinos Klapsas, Konstantinos Markopoulos, Spyros Raptis, June Sig Sung, Gunu Jho, Aimilios Chalamandaris, Pirros Tsiakoulis
arXiv_CL
arXiv_CL
Unsupervised
Adversarial
Speech
Pose
PDF
2022-04-11
Structure-Aware Motion Transfer with Deformable Anchor Model
Jiale Tao, Biao Wang, Borun Xu, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan
arXiv_CV
arXiv_CV
Unsupervised
Pose
PDF
2022-04-10
Unsupervised Manga Character Re-identification via Face-body and Spatial-temporal Associated Clustering
Zhimin Zhang, Zheng Wang, Wei Hu
arXiv_CV
arXiv_CV
Unsupervised
Pose
Face
Relation
Re-identification
PDF
2022-04-10
Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention
Yu Yang, Seungbae Kim, Jungseock Joo
arXiv_CV
arXiv_CV
Unsupervised
Pose
Attention
CNN
PDF
2022-04-09
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology
James M Dolezal, Andrew Srisuwananukorn, Dmitry Karpeyev, Siddhi Ramesh, Sara Kochanny, Brittany Cody, Aaron Mansfield, Sagar Rakshit, Radhika Bansa, Melanie Bois, Aaron O Bungum, Jefree J Schulte, Everett E Vokes, Marina Chiara Garassino, Aliya N Husain, Alexander T Pearson
arXiv_CV
arXiv_CV
Unsupervised
Deep_Learning
Medical
Prediction
PDF
2022-04-09
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Face
Deep_Learning
PDF
2022-04-09
Federated Unsupervised Domain Adaptation for Face Recognition
Weiming Zhuang, Xin Gan, Yonggang Wen, Xuesen Zhang, Shuai Zhang, Shuai Yi
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Pose
Face
Face_Recognition
PDF
2022-04-09
Segmenting across places: The need for fair transfer learning with satellite imagery
Miao Zhang, Harvineet Singh, Lazarus Chok, Rumi Chunara
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
PDF
2022-04-08
Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction
Zehai Tu, Ning Ma, Jon Barker
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Speech
Pose
Speech_Recognition
Prediction
PDF
2022-04-08
Self-supervised Speaker Diarization
Yehoshua Dissen, Felix Kreuk, Joseph Keshet
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Self-Supervised
Pose
Deep_Learning
PDF
2022-04-08
Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation
Lin Chen, Huaian Chen, Zhixiang Wei, Xin Jin, Xiao Tan, Yi Jin, Enhong Chen
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
PDF
2022-04-07
TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates
You Xie, Huiqi Mao, Angela Yao, Nils Thuerey
arXiv_CV
arXiv_CV
Unsupervised
Pose
Matching
PDF
2022-04-07
Unsupervised Prompt Learning for Vision-Language Models
Tony Huang, Jack Chu, Fangyun Wei
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Transfer_Learning
Recognition
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-04-07
Unsupervised Image-to-Image Translation with Generative Prior
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
arXiv_CV
arXiv_CV
Unsupervised
Pose
GAN
PDF
2022-04-07
Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation
Xiaofei Wang, Dongmei Wang, Naoyuki Kanda, Sefik Emre Eskimez, Takuya Yoshioka
arXiv_AI
arXiv_AI
Unsupervised
Speech
Pose
PDF
2022-04-07
A Joint Learning Approach for Semi-supervised Neural Topic Modeling
Jeffrey Chiu, Rajat Mittal, Neehal Tumma, Abhishek Sharma, Finale Doshi-Velez
arXiv_CL
arXiv_CL
Reconstruction
Unsupervised
Knowledge
Pose
PDF
2022-04-06
AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative Lateral Knee X-ray
Gulsade Rabia Cakmak, Ibrahim Ethem Hamamci, Mehmet Kursat Yilmaz, Reda Alhajj, Ibrahim Azboy, Mehmet Kemal Ozdemir
arXiv_CV
arXiv_CV
Unsupervised
Relation
Autonomous
PDF
2022-04-06
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis
Zhiqin Chen, Kangxue Yin, Sanja Fidler
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Pose
Face
PDF
2022-04-06
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System
Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee
arXiv_CV
arXiv_CV
Unsupervised
Pose
Detection
Object_Detection
Medical
PDF
2022-04-06
The Self-Optimal-Transport Feature Transform
Daniel Shalam, Simon Korman
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Optimization
Action
Classification
Relation
Few-Shot
Re-identification
Matching
PDF
2022-04-06
Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation
Lin Xi, Weihai Chen, Xingming Wu, Zhong Liu, Zhengguo Li
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Relation
Attention
Optical_Flow
Prediction
PDF
2022-04-06
Domain-Agnostic Prior for Transfer Semantic Segmentation
Xinyue Huo, Lingxi Xie, Hengtong Hu, Wengang Zhou, Houqiang Li, Qi Tian
arXiv_CV
arXiv_CV
Segmentation
Embedding
Unsupervised
Semantic_Segmentation
Represenation_Learning
PDF
2022-04-06
Improving Zero-Shot Event Extraction via Sentence Simplification
Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Action
Attention
Language_Model
PDF
2022-04-06
Simple and Effective Unsupervised Speech Synthesis
Alexander H. Liu, Cheng-I Jeff Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevskiv, James Glass
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Speech
Speech_Recognition
PDF
2022-04-05
Towards End-to-end Unsupervised Speech Recognition
Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Speech
Self-Supervised
Speech_Recognition
Prediction
PDF
2022-04-05
Action-Conditioned Contrastive Policy Pretraining
Qihang Zhang, Zhenghao Peng, Bolei Zhou
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Reinforcement_Learning
Action
Autonomous
PDF
2022-04-05
Neural Convolutional Surfaces
Luca Morreale, Noam Aigerman, Paul Guerrero, Vladimir G. Kim, Niloy J. Mitra
arXiv_CV
arXiv_CV
Unsupervised
3D
Optimization
Face
CNN
PDF
2022-04-05
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation
Bo Yuan, Danpei Zhao, Shuai Shao, Zehuan Yuan, Changhu Wang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Pose
Matching
PDF
2022-04-05
Complex-Valued Autoencoders for Object Discovery
Sindy Löwe, Phillip Lippe, Maja Rudolph, Max Welling
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Pose
Attention
PDF
2022-04-05
LatentGAN Autoencoder: Learning Disentangled Latent Distribution
Sanket Kalwar, Animikh Aich, Tanay Dixit
arXiv_CV
arXiv_CV
Unsupervised
3D
Classification
GAN
Image_Classification
PDF
2022-04-05
Learning Video Salient Object Detection Progressively from Unlabeled Videos
Binwei Xu, Haoran Liang, Wentian Ni, Weihua Gong, Ronghua Liang, Peng Chen
arXiv_CV
arXiv_CV
Tracking
Unsupervised
Salient
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Optical_Flow
PDF
2022-04-04
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Indoor Semantic Segmentation
Runyu Ding, Jihan Yang, Li Jiang, Xiaojuan Qi
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Point_Cloud
3D
Pose
Deep_Learning
PDF
2022-04-04
DAD: Data-free Adversarial Defense at Test Time
Gaurav Kumar Nayak, Ruchit Rawal, Anirban Chakraborty
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Adversarial
Pose
Detection
Prediction
PDF
2022-04-04
Transient motion classification through turbid volumes via parallelized single-photon detection and deep contrastive embedding
Shiqi Xu, Wenhui Liu, Xi Yang, Joakim Jönsson, Ruobing Qian, Paul McKee, Kanghyun Kim, Pavan Chandra Konda, Kevin C. Zhou, Lucas Kreiß, Haoqian Wang, Edouard Berrocal, Scott Huettel, Roarke Horstmeyer
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Pose
Contrastive_Learning
Face
Classification
Detection
Relation
Object_Detection
PDF
2022-04-04
Unsupervised Learning of Accurate Siamese Tracking
Qiuhong Shen, Lei Qiao, Jinyang Guo, Peixia Li, Xin Li, Bo Li, Weitao Feng, Weihao Gan, Wei Wu, Wanli Ouyang
arXiv_CV
arXiv_CV
Tracking
Unsupervised
Object_Tracking
Pose
Classification
PDF
2022-04-04
Degradation-agnostic Correspondence from Resolution-asymmetric Stereo
Xihao Chen, Zhiwei Xiong, Zhen Cheng, Jiayong Peng, Yueyi Zhang, Zheng-Jun Zha
arXiv_CV
arXiv_CV
Unsupervised
Pose
Matching
PDF
2022-04-04
Co-Teaching for Unsupervised Domain Adaptation and Expansion
Kaibin Tian, Qijie Wei, Xirong Li
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Knowledge
Pose
Classification
PDF
2022-04-04
Unsupervised Change Detection Based on Image Reconstruction Loss
Hyeoncheol Noh, Jingi Ju, Minseok Seo, Jongchan Park, Jongchan Park
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Detection
Object_Detection
Inference
PDF
2022-04-03
Shape-Pose Disentanglement using SE-equivariant Vector Neurons
Oren Katzir, Dani Lischinski, Daniel Cohen-Or
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
Pose
Quantitative
PDF
2022-04-03
Confidence Score for Unsupervised Foreground Background Separation of Document Images
Soumyadeep Dey, Pratik Jawanpuria
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
Prediction
PDF
2022-04-03
Virtual Relational Knowledge Graphs for Recommendation
Lingyun Lu, Bang Wang, Zizhuo Zhang, Shenghao Liu, Han Xu
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Represenation_Learning
Knowledge
Knowledge_Graph
Pose
Relation
Recommendation
PDF
2022-04-03
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets
Saban Ozturk, Tolga Cukur
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Classification
Detection
CNN
PDF
2022-04-02
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation
Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Pose
Quantitative
Deep_Learning
Detection
GAN
Medical
PDF
2022-04-02
A Free Lunch to Person Re-identification: Learning from Automatically Generated Noisy Tracklets
Hehan Teng, Tao He, Yuchen Guo, Zhenhua Guo, Guiguang Ding
arXiv_CV
arXiv_CV
Tracking
Person_Re-identification
Unsupervised
Pose
Re-identification
PDF
2022-04-02
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang
arXiv_CL
arXiv_CL
Unsupervised
Pose
Relation
Text_Generation
Language_Model
PDF
2022-04-02
Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency
Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha
arXiv_CV
arXiv_CV
Unsupervised
Style_Transfer
Regularization
Pose
Quantitative
Relation
Attention
Optical_Flow
PDF
2022-04-01
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation
Kendrick Shen, Robbie Jones, Ananya Kumar, Sang Michael Xie, Jeff Z. HaoChen, Tengyu Ma, Percy Liang
arXiv_CV
arXiv_CV
Unsupervised
Sketch
Adversarial
Contrastive_Learning
PDF
2022-04-01
A Global Modeling Approach for Load Forecasting in Distribution Networks
Miha Grabner, Yi Wang, Qingsong Wen, Boštjan Blažič, Vitomir Štruc
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Pose
Deep_Learning
PDF
2022-04-01
WavFT: Acoustic model finetuning with labelled and unlabelled data
Utkarsh Chauhan, Vikas Joshi, Rupesh R. Mehta
arXiv_CL
arXiv_CL
Unsupervised
Self-Supervised
Pose
Classification
PDF
2022-03-31
Bayesian Image Super-Resolution with Deep Modeling of Image Statistics
Shangqi Gao, Xiahai Zhuang
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Restoration
Pose
Deep_Learning
Attention
PDF
2022-03-31
Bringing Old Films Back to Life
Ziyu Wan, Bo Zhang, Dongdong Chen, Jing Liao
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Restoration
Knowledge
Pose
PDF
2022-03-31
Partial Coupling of Optimal Transport for Spoken Language Identification
Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai
arXiv_CL
arXiv_CL
Unsupervised
Pose
Matching
PDF
2022-03-31
DeepFry: Identifying Vocal Fry Using Deep Neural Networks
Bronya R. Chernyak, Talia Ben Simon, Yael Segal, Jeremy Steffman, Eleanor Chodroff, Jennifer S. Cole, Joseph Keshet
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Speech
Pose
Deep_Learning
CNN
Prediction
PDF
2022-03-31
A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence
Rema Daher, Francisco Vasconcelos, Danail Stoyanov
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Transfer_Learning
Inpainting
3D
Sparse
Adversarial
Pose
Quantitative
Detection
GAN
Optical_Flow
Matching
PDF
2022-03-31
Optimize Deep Learning Models for Prediction of Gene Mutations Using Unsupervised Clustering
Zihan Chen, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
arXiv_CV
arXiv_CV
Unsupervised
Pose
Deep_Learning
Prediction
PDF
2022-03-31
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds
Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
3D
Regularization
Pose
Face
Autonomous
PDF
2022-03-31
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints
Junshu Tang, Zhijun Gong, Ran Yi, Yuan Xie, Lizhuang Ma
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
Pose
Face
Detection
Object_Detection
Prediction
PDF
2022-03-31
An unsupervised cluster-level based method for learning node representations of heterogeneous graphs in scientific papers
Jie Song, Meiyu Liang, Zhe Xue, Junping Du, Kou Feifei
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Knowledge
Pose
Relation
Prediction
PDF
2022-03-30
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Pose
Face
Deep_Learning
Medical
PDF
2022-03-30
Large-Scale Pre-training for Person Re-identification with Noisy Labels
Dengpan Fu, Dongdong Chen, Hao Yang, Jianmin Bao, Lu Yuan, Lei Zhang, Houqiang Li, Fang Wen, Dong Chen
arXiv_CV
arXiv_CV
Tracking
Person_Re-identification
Unsupervised
Object_Tracking
Contrastive_Learning
Relation
Few-Shot
Re-identification
PDF
2022-03-30
Learning Instance-Specific Adaptation for Cross-Domain Segmentation
Yuliang Zou, Zizhao Zhang, Chun-Liang Li, Han Zhang, Tomas Pfister, Jia-Bin Huang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Optimization
Pose
PDF
2022-03-30
Generative Spoken Dialogue Language Modeling
Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky, Paden Tomasello, Robin Algayres, Benoit Sagot, Abdelrahman Mohamed, Emmanuel Dupoux
arXiv_SD
arXiv_SD
Transformer
Unsupervised
Speech
Attention
Language_Model
PDF
2022-03-30
RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds
Tuan-Anh Vu, Duc-Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Point_Cloud
3D
Pose
Inference
PDF
2022-03-30
CycDA: Unsupervised Cycle Domain Adaptation from Image to Video
Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Knowledge
Pose
Action_Recognition
Action
PDF
2022-03-30
Biclustering Algorithms Based on Metaheuristics: A Review
Adan Jose-Garcia, Julie Jacques, Vincent Sobanski, Clarisse Dhaenens
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Optimization
Review
Pose
Survey
PDF
2022-03-30
On the Road to Online Adaptation for Semantic Image Segmentation
Riccardo Volpi, Pau de Jorge, Diane Larlus, Gabriela Csurka
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
PDF
2022-03-30
Probing phoneme, language and speaker information in unsupervised speech representations
Maureen de Seyssel, Marvin Lavechin, Yossi Adi, Emmanuel Dupoux, Guillaume Wisniewski
arXiv_SD
arXiv_SD
Unsupervised
Salient
Speech
Pose
Quantitative
Language_Model
PDF
2022-03-30
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval
Wenshen Xu, Mieradilijiang Maimaiti, Yuanhang Zheng, Xin Tang, Ji Zhang
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Action
Language_Model
QA
PDF
2022-03-30
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning -- Extended Version
Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Relation
PDF
2022-03-30
Monitored Distillation for Positive Congruent Depth Completion
Tian Yu Liu, Parth Agrawal, Allison Chen, Byung-Woo Hong, Alex Wong
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Point_Cloud
Sparse
Knowledge
Pose
Prediction
PDF
2022-03-30
The Sound of Bounding-Boxes
Takashi Oya, Shohei Iwase, Shigeo Morishima
arXiv_SD
arXiv_SD
Unsupervised
Pose
Detection
Object_Detection
PDF
2022-03-29
Radial Autoencoders for Enhanced Anomaly Detection
Mihai-Cezar Augustin, Vivien Bonvin, Regis Houssou, Efstratios Rappos, Stephan Robert-Nicoud
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Classification