Self-Supervised
Self-Supervised
2022-06-27
DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy
Yu Liu, Kurt Weiss, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng
arXiv_CV
arXiv_CV
Regularization
Self-Supervised
Pose
Detection
Denoising
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
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving
Markus Schön, Michael Buchholz, Klaus Dietmayer
arXiv_CV
arXiv_CV
Segmentation
Point_Cloud
3D
Knowledge
Self-Supervised
Pose
Autonomous
Inference
PDF
2022-06-27
Self-supervised Learning in Remote Sensing: A Review
Yi Wang, Conrad M Albrecht, Nassim Ait Ali Braham, Lichao Mou, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Review
Self-Supervised
Action
Deep_Learning
Attention
PDF
2022-06-27
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis
Jun Li, Yushan Zheng, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang
arXiv_CV
arXiv_CV
Image_Caption
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Attention
PDF
2022-06-26
Vision Transformer for Contrastive Clustering
Hua-Bao Ling, Bowen Zhu, Dong Huang, Ding-Hua Chen, Chang-Dong Wang, Jian-Huang Lai
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Contrastive_Learning
CNN
PDF
2022-06-26
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation
Jinxiang Liu, Chen Ju, Weidi Xie, Ya Zhang
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
PDF
2022-06-25
Self-Supervised 3D Monocular Object Detection by Recycling Bounding Boxes
Sugirtha T, Sridevi M, Khailash Santhakumar, Hao Liu, B Ravi Kiran, Thomas Gauthier, Senthil Yogamani
arXiv_CV
arXiv_CV
3D
Self-Supervised
Pose
Detection
Object_Detection
PDF
2022-06-25
Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction
Roshan Sharma, Tyler Vuong, Mark Lindsey, Hira Dhamyal, Rita Singh, Bhiksha Raj
arXiv_AI
arXiv_AI
Bert
Self-Supervised
Pose
Emotion
GAN
Prediction
PDF
2022-06-25
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis
Yihan Wu, Xi Wang, Shaofei Zhang, Lei He, Ruihua Song, Jian-Yun Nie
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Speech
Self-Supervised
Pose
Emotion
Contrastive_Learning
Prediction
PDF
2022-06-25
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos
Salar Hosseini Khorasgani, Yuxuan Chen, Florian Shkurti
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
Action
Classification
Image_Classification
Video_Retrieval
PDF
2022-06-24
Predicting within and across language phoneme recognition performance of self-supervised learning speech pre-trained models
Hang Ji, Tanvina Patel, Odette Scharenborg
arXiv_SD
arXiv_SD
Recognition
Bert
Speech
Self-Supervised
Prediction
PDF
2022-06-24
Speech Quality Assessment through MOS using Non-Matching References
Pranay Manocha, Anurag Kumar
arXiv_SD
arXiv_SD
Speech
Self-Supervised
Deep_Learning
QA
Matching
PDF
2022-06-24
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping
Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak
arXiv_SD
arXiv_SD
Transformer
Embedding
Scene_Classification
Speech
Self-Supervised
Pose
Classification
Detection
CNN
PDF
2022-06-23
Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track
Tilak Purohit, Imen Ben Mahmoud, Bogdan Vlasenko, Mathew Magimai.-Doss
arXiv_SD
arXiv_SD
Embedding
Self-Supervised
Emotion
Face
Classification
Prediction
PDF
2022-06-23
Do Trajectories Encode Verb Meaning?
Dylan Ebert, Chen Sun, Ellie Pavlick
arXiv_CL
arXiv_CL
Represenation_Learning
Self-Supervised
Action
Language_Model
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
2022-06-22
Correct and Certify: A New Approach to Self-Supervised 3D-Object Perception
Rajat Talak, Lisa Peng, Luca Carlone
arXiv_CV
arXiv_CV
Point_Cloud
3D
Pose_Estimation
Self-Supervised
Pose
Action
Detection
Object_Detection
PDF
2022-06-22
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement
Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi
arXiv_SD
arXiv_SD
Embedding
Enhancement
Recognition
Optimization
Regularization
Speech
Self-Supervised
Speech_Recognition
PDF
2022-06-21
TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning
Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak, Vlad Sobol, Alfredo Canziani, Yann LeCun
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
PDF
2022-06-21
Exploring the Effectiveness of Self-supervised Learning and Classifier Chains in Emotion Recognition of Nonverbal Vocalizations
Detai Xin, Shinnosuke Takamichi, Hiroshi Saruwatari
arXiv_SD
arXiv_SD
Recognition
Self-Supervised
Pose
Emotion
Relation
Few-Shot
PDF
2022-06-21
SCIM: Simultaneous Clustering, Inference, and Mapping for Open-World Semantic Scene Understanding
Hermann Blum, Marcus G. Müller, Abel Gawel, Roland Siegwart, Cesar Cadena
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Self-Supervised
Autonomous
Inference
PDF
2022-06-21
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification
Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah, Marco Rolandi, Marcella Gomez, Narges Norouzi
arXiv_AI
arXiv_AI
Embedding
Tracking
Self-Supervised
Pose
Classification
Medical
PDF
2022-06-21
Imitation Learning for Nonprehensile Manipulation through Self-Supervised Learning Considering Motion Speed
Yuki Saigusa, Sho Sakaino, Toshiaki Tsuji
arXiv_RO
arXiv_RO
Self-Supervised
Pose
Action
Autonomous
PDF
2022-06-21
SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders
Gang Li, Heliang Zheng, Daqing Liu, Bing Su, Changwen Zheng
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Semantic_Segmentation
Recognition
Self-Supervised
Relation
Attention
Language_Model
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
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
Voxel-MAE: Masked Autoencoders for Pre-training Large-scale Point Clouds
Chen Min, Dawei Zhao, Liang Xiao, Yiming Nie, Bin Dai
arXiv_CV
arXiv_CV
Point_Cloud
3D
Self-Supervised
Pose
Classification
Detection
Object_Detection
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
Visualizing and Understanding Self-Supervised Vision Learning
Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis
arXiv_CV
arXiv_CV
Self-Supervised
Action
Classification
Deep_Learning
Image_Classification
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
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation
Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Self-Supervised
Pose
Classification
PDF
2022-06-20
nuQmm: Quantized MatMul for Efficient Inference of Large-Scale Generative Language Models
Gunho Park, Baeseong Park, Se Jung Kwon, Byeongwook Kim, Youngjoo Lee, Dongsoo Lee
arXiv_CL
arXiv_CL
Transformer
Quantization
Self-Supervised
Pose
Inference
Language_Model
PDF
2022-06-17
Intra-Instance VICReg: Bag of Self-Supervised Image Patch Embedding
Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Knowledge
Self-Supervised
Pose
PDF
2022-06-17
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval
Xiao Dong, Xunlin Zhan, Yunchao Wei, Xiaoyong Wei, Yaowei Wang, Minlong Lu, Xiaochun Cao, Xiaodan Liang
arXiv_CV
arXiv_CV
Transformer
Knowledge
Self-Supervised
Pose
Relation
Recommendation
PDF
2022-06-17
Self-supervised deep visual servoing for high precision peg-in-hole insertion
Rasmus Laurvig Haugaard, Anders Glent Buch, Thorbjørn Mosekjær Iversen
arXiv_RO
arXiv_RO
3D
Self-Supervised
Pose
Autonomous
PDF
2022-06-17
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE
Marc-Antoine Georges, Jean-Luc Schwartz, Thomas Hueber
arXiv_CL
arXiv_CL
Knowledge
Speech
Self-Supervised
Deep_Learning
GAN
PDF
2022-06-17
Masked Autoencoders for Generic Event Boundary Detection CVPR'2022 Kinetics-GEBD Challenge
Rui He, Yuanxi Sun, Youzeng Li, Zuwei Huang, Feng Hu, Xu Cheng, Jie Tang
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Boundary_Detection
Detection
PDF
2022-06-17
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency
Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik
arXiv_AI
arXiv_AI
Embedding
Recognition
Self-Supervised
Pose
Detection
Activity
PDF
2022-06-16
iBoot: Image-bootstrapped Self-Supervised Video Representation Learning
Fatemeh Saleh, Fuwen Tan, Adrian Bulat, Georgios Tzimiropoulos, Brais Martinez
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
PDF
2022-06-16
'John ate 5 apples' != 'John ate some apples': Self-Supervised Paraphrase Quality Detection for Algebraic Word Problems
Rishabh Gupta, Venktesh V, Mukesh Mohania, Vikram Goyal
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
Detection
PDF
2022-06-16
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency
Viraj Prabhu, Sriram Yenamandra, Aaditya Singh, Judy Hoffman
arXiv_CV
arXiv_CV
Transformer
Recognition
Self-Supervised
Pose
Attention
CNN
PDF
2022-06-16
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training
Bowen Zhang, Songjun Cao, Xiaoming Zhang, Yike Zhang, Long Ma, Takahiro Shinozaki
arXiv_SD
arXiv_SD
Recognition
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-06-16
Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
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
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History
Yuto Nishimura, Yuki Saito, Shinnosuke Takamichi, Kentaro Tachibana, Hiroshi Saruwatari
arXiv_SD
arXiv_SD
Embedding
Speech
Self-Supervised
Pose
Attention
PDF
2022-06-16
Patch-level Representation Learning for Self-supervised Vision Transformers
Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin
arXiv_AI
arXiv_AI
Transformer
Segmentation
Semantic_Segmentation
Represenation_Learning
Self-Supervised
Detection
Relation
Object_Detection
Attention
CNN
Prediction
PDF
2022-06-16
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR
Ruchao Fan, Abeer Alwan
arXiv_SD
arXiv_SD
Recognition
Bert
Knowledge
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-06-16
Multimodal Dialogue State Tracking
Hung Le, Nancy F. Chen, Steven C.H. Hoi
arXiv_AI
arXiv_AI
Transformer
Tracking
Video_Caption
Knowledge
Self-Supervised
Pose
Prediction
PDF
2022-06-15
Masked Frequency Modeling for Self-Supervised Visual Pre-Training
Jiahao Xie, Wei Li, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy
arXiv_CV
arXiv_CV
Embedding
Restoration
Represenation_Learning
Self-Supervised
Relation
PDF
2022-06-15
Masked Siamese ConvNets
Li Jing, Jiachen Zhu, Yann LeCun
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
2022-06-15
A Simple Data Mixing Prior for Improving Self-Supervised Learning
Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille, Yuyin Zhou, Cihang Xie
arXiv_CV
arXiv_CV
Transformer
Recognition
Represenation_Learning
Self-Supervised
Pose
PDF
2022-06-15
Transformer-based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH Project
Jan Lehečka, Josef V. Psutka, Josef Psutka
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Self-Supervised
Speech_Recognition
Language_Model
PDF
2022-06-15
NatGen: Generative pre-training by 'Naturalizing' source code
Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar Devanbu, Baishakhi Ray
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
Few-Shot
Language_Model
PDF
2022-06-15
Forecasting of depth and ego-motion with transformers and self-supervision
Houssem Boulahbal, Adrian Voicila, Andrew Comport
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Attention
Inference
PDF
2022-06-15
Self-Supervised Implicit Attention: Guided Attention by The Model Itself
Jinyi Wu, Xun Gong, Zhemin Zhang
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Classification
Attention
CNN
Image_Classification
Inference
PDF
2022-06-15
Self-Supervised Learning of Image Scale and Orientation
Jongmin Lee, Yoonwoo Jeong, Minsu Cho
arXiv_CV
arXiv_CV
Pose_Estimation
Self-Supervised
Pose
Matching
PDF
2022-06-15
Test-Time Adaptation for Visual Document Understanding
Sayna Ebrahimi, Sercan O. Arik, Tomas Pfister
arXiv_AI
arXiv_AI
Recognition
Self-Supervised
Pose
Action
VQA
Language_Model
PDF
2022-06-14
Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features
Anil Palepu, Andrew L Beam
arXiv_CV
arXiv_CV
Image_Caption
Self-Supervised
Deep_Learning
Medical
PDF
2022-06-14
It's Time for Artistic Correspondence in Music and Video
Didac Suris, Carl Vondrick, Bryan Russell, Justin Salamon
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
PDF
2022-06-14
Self-Supervised Pretraining for Differentially Private Learning
Arash Asadian, Evan Weidner, Lei Jiang
arXiv_CV
arXiv_CV
Self-Supervised
Classification
Deep_Learning
Image_Classification
PDF
2022-06-14
RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation
Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Deep_Learning
Matching
PDF
2022-06-14
AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data
Amin Banitalebi-Dehkordi, Pratik Gujjar, Yong Zhang
arXiv_CV
arXiv_CV
Self-Supervised
Pose
PDF
2022-06-14
Exploring Adversarial Attacks and Defenses in Vision Transformers trained with DINO
Javier Rando, Nasib Naimi, Thomas Baumann, Max Mathys
arXiv_CV
arXiv_CV
Transformer
Adversarial
Self-Supervised
Classification
PDF
2022-06-14
Quantitative Imaging Principles Improves Medical Image Learning
Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadwoski, John A. Shepherd
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Pose
Quantitative
Medical
PDF
2022-06-14
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model
Jinan Zou, Haiyao Cao, Lingqiao Liu, Yuhao Lin, Ehsan Abbasnejad, Javen Qinfeng Shi
arXiv_CL
arXiv_CL
Self-Supervised
Pose
Prediction
PDF
2022-06-13
Learning Task-Independent Game State Representations from Unlabeled Images
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
arXiv_CV
arXiv_CV
3D
Self-Supervised
Pose
Classification
Relation
Image_Classification
PDF
2022-06-13
What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience
Alexandra Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski
arXiv_AI
arXiv_AI
Gradient_Descent
Reinforcement_Learning
Self-Supervised
Action
Autonomous
Prediction
PDF
2022-06-13
Self-Supervised Representation Learning With MUlti-Segmental Informational Coding
Chuang Niu, Ge Wang
arXiv_CV
arXiv_CV
Embedding
Represenation_Learning
Regularization
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
2022-06-13
TriMix: Virtual embeddings and self-consistency for self-supervised learning
Tariq Bdair, Hossam Abdelhamid, Nassir Navab, Shadi Albarqouni
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Attention
Medical
PDF
2022-06-13
Learning Fashion Compatibility from In-the-wild Images
Additya Popli, Vijay Kumar, Sujit Jos, Saraansh Tandon
arXiv_CV
arXiv_CV
Adversarial
Self-Supervised
Pose
Inference
Prediction
Recommendation
PDF
2022-06-11
Deep Learning Models for Automated Classification of Dog Emotional States from Facial Expressions
Tali Boneh-Shitrit, Shir Amir, Annika Bremhorst, Daniel S. Mills, Stefanie Riemer, Dror Fried, Anna Zamansky
arXiv_CV
arXiv_CV
Recognition
Knowledge
Self-Supervised
Emotion
Classification
Deep_Learning
PDF
2022-06-11
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition
A Arunkumar, Vrunda N Sukhadia, S. Umesh
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-06-11
Transformer-based Self-Supervised Fish Segmentation in Underwater Videos
Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi
arXiv_CV
arXiv_CV
Transformer
Segmentation
Represenation_Learning
Self-Supervised
Pose
Quantitative
PDF
2022-06-10
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?
Xiang Li, Jinghuan Shang, Srijan Das, Michael S. Ryoo
arXiv_CV
arXiv_CV
Reinforcement_Learning
Optimization
Self-Supervised
PDF
2022-06-10
Is Self-Supervised Learning More Robust Than Supervised Learning?
Yuanyi Zhong, Haoran Tang, Junkun Chen, Jian Peng, Yu-Xiong Wang
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Contrastive_Learning
PDF
2022-06-10
Exploring Feature Self-relation for Self-supervised Transformer
Zhong-Yu Li, Shanghua Gao, Ming-Ming Cheng
arXiv_CV
arXiv_CV
Transformer
Embedding
Self-Supervised
Relation
Attention
CNN
PDF
2022-06-10
Federated Momentum Contrastive Clustering
Runxuan Miao, Erdem Koyuncu
arXiv_CV
arXiv_CV
Self-Supervised
PDF
2022-06-10
Position Labels for Self-Supervised Vision Transformer
Zhemin Zhang, Xun Gong, Jinyi Wu
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
PDF
2022-06-10
Feature Learning and Ensemble Pre-Tasks Based Self-Supervised Speech Denoising and Dereverberation
Yi Li, ShuangLin Li, Yang Sun, Syed Mohsen Naqvi
arXiv_SD
arXiv_SD
Enhancement
Represenation_Learning
Speech
Self-Supervised
Pose
Face
Denoising
PDF
2022-06-10
Self-Supervised Deep Subspace Clustering with Entropy-norm
Guangyi Zhao, Simin Kou, Xuesong Yin
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Enhancement
Regularization
Self-Supervised
Pose
PDF
2022-06-10
Masked Autoencoders are Robust Data Augmentors
Haohang Xu, Shuangrui Ding, Xiaopeng Zhang, Hongkai Xiong, Qi Tian
arXiv_CV
arXiv_CV
Recognition
Regularization
Self-Supervised
Pose
Classification
Few-Shot
Image_Classification
PDF
2022-06-09
An Empirical Study on Disentanglement of Negative-free Contrastive Learning
Jinkun Cao, Ruiqian Nai, Qing Yang, Jialei Huang, Yang Gao
arXiv_AI
arXiv_AI
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Attention
PDF
2022-06-09
On Data Scaling in Masked Image Modeling
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Yixuan Wei, Qi Dai, Han Hu
arXiv_CV
arXiv_CV
Self-Supervised
PDF
2022-06-09
Spatial Entropy Regularization for Vision Transformers
Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Regularization
Self-Supervised
Pose
Attention
PDF
2022-06-09
Joint Encoder-Decoder Self-Supervised Pre-training for ASR
Arunkumar A, Umesh S
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
Language_Model
Prediction
PDF
2022-06-09
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Mengwei Ren, Neel Dey, Martin A. Styner, Kelly Botteron, Guido Gerig
arXiv_CV
arXiv_CV
Segmentation
Represenation_Learning
Regularization
Self-Supervised
Pose
Relation
Medical
PDF
2022-06-08
CASS: Cross Architectural Self-Supervision for Medical Image Analysis
Pranav Singh, Elena Sizikova, Jacopo Cirrone
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Deep_Learning
Medical
CNN
PDF
2022-06-08
Towards Self-supervised and Weight-preserving Neural Architecture Search
Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang HU, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas
arXiv_CV
arXiv_CV
NAS
Self-Supervised
Pose
PDF
2022-06-08
Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps
Kieran Saunders, George Vogiatzis, Luis J. Manso
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Quantitative
Autonomous
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
Extending Momentum Contrast with Cross Similarity Consistency Regularization
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang
arXiv_AI
arXiv_AI
Represenation_Learning
Regularization
Self-Supervised
Pose
Classification
PDF
2022-06-07
A Penny for Your Thoughts: Self-Supervised Reconstruction of Natural Movies from Brain Activity
Ganit Kupershmidt, Roman Beliy, Guy Gaziv, Michal Irani
arXiv_AI
arXiv_AI
Reconstruction
Self-Supervised
Pose
Activity
PDF
2022-06-07
Self-supervised Domain Adaptation in Crowd Counting
Pha Nguyen, Thanh-Dat Truong, Miaoqing Huang, Yi Liang, Ngan Le, Khoa Luu
arXiv_CV
arXiv_CV
Adversarial
Self-Supervised
Prediction
PDF
2022-06-07
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
Zhao Mandi, Pieter Abbeel, Stephen James
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Self-Supervised
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
Layered Depth Refinement with Mask Guidance
Soo Ye Kim, Jianming Zhang, Simon Niklaus, Yifei Fan, Simon Chen, Zhe Lin, Munchurl Kim
arXiv_CV
arXiv_CV
Segmentation
Inpainting
3D
Self-Supervised
Pose
Prediction
PDF
2022-06-07
TriBYOL: Triplet BYOL for Self-Supervised Representation Learning
Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
arXiv_AI
arXiv_AI
Represenation_Learning
Self-Supervised
Pose
Attention
PDF
2022-06-07
Self-Knowledge Distillation based Self-Supervised Learning for Covid-19 Detection from Chest X-Ray Images
Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Detection
PDF
2022-06-07
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System
Chenxia Li, Weiwei Liu, Ruoyu Guo, Xiaoting Yin, Kaitao Jiang, Yongkun Du, Yuning Du, Lingfeng Zhu, Baohua Lai, Xiaoguang Hu, Dianhai Yu, Yanjun Ma
arXiv_CV
arXiv_CV
Recognition
OCR
RNN
Optical_Character
Self-Supervised
Pose
Detection
Object_Detection
Attention
Inference
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
Schema-Guided Event Graph Completion
Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Self-Supervised
Pose
Inference
Prediction
Matching
PDF
2022-06-06
Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data
Hang Yuan, Shing Chan, Andrew P. Creagh, Catherine Tong, David A. Clifton, Aiden Doherty
arXiv_AI
arXiv_AI
Recognition
Self-Supervised
Deep_Learning
Activity
PDF
2022-06-06
Mesh-based Dynamics with Occlusion Reasoning for Cloth Manipulation
Zixuan Huang, Xingyu Lin, David Held
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Pose_Estimation
Self-Supervised
Pose
PDF
2022-06-06
Physics and semantic informed multi-sensor calibration via optimization theory and self-supervised learning
Shmuel Y. Hayoun, Meir Halachmi, Doron Serebro, Kfir Twizer, Elinor Medezinski, Liron Korkidi, Moshik Cohen, Itai Orr
arXiv_AI
arXiv_AI
Optimization
Knowledge
Self-Supervised
Pose
Autonomous
PDF
2022-06-06
FedNST: Federated Noisy Student Training for Automatic Speech Recognition
Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay
arXiv_AI
arXiv_AI
Recognition
Speech
Self-Supervised
Pose
Face
Speech_Recognition
PDF
2022-06-06
Canonical Cortical Graph Neural Networks and its Application for Speech Enhancement in Future Audio-Visual Hearing Aids
Leandro A. Passos, João Paulo Papa, Ahsan Adeel
arXiv_CV
arXiv_CV
Reconstruction
Enhancement
Speech
Self-Supervised
Pose
Face
Action
Relation
PDF
2022-06-06
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
Richard J. Chen, Chengkuan Chen, Yicong Li, Tiffany Y. Chen, Andrew D. Trister, Rahul G. Krishnan, Faisal Mahmood
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Self-Supervised
Action
Prediction
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
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data
Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim
arXiv_CV
arXiv_CV
Represenation_Learning
Review
Speech
Self-Supervised
Attention
PDF
2022-06-05
Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey
Takehiko Ohkawa, Ryosuke Furuta, Yoichi Sato
arXiv_CV
arXiv_CV
Video_Caption
3D
Pose_Estimation
Self-Supervised
Pose
Survey
PDF
2022-06-05
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
Santiago Cuervo, Adrian Łańcucki, Ricard Marxer, Paweł Rychlikowski, Jan Chorowski
arXiv_AI
arXiv_AI
Segmentation
Quantization
Recognition
Speech
Self-Supervised
Pose
Deep_Learning
Speech_Recognition
Prediction
PDF
2022-06-04
MSR: Making Self-supervised learning Robust to Aggressive Augmentations
Yingbin Bai, Erkun Yang, Zhaoqing Wang, Yuxuan Du, Bo Han, Cheng Deng, Dadong Wang, Tongliang Liu
arXiv_CV
arXiv_CV
Self-Supervised
Pose
PDF
2022-06-04
Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image
Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury
arXiv_CV
arXiv_CV
Enhancement
Optimization
Sparse
Regularization
Self-Supervised
Image_Enhancement
Quantitative
Denoising
Medical
PDF
2022-06-03
Revisiting the 'Video' in Video-Language Understanding
Shyamal Buch, Cristóbal Eyzaguirre, Adrien Gaidon, Jiajun Wu, Li Fei-Fei, Juan Carlos Niebles
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Language_Model
Video_Retrieval
PDF
2022-06-03
Toward a realistic model of speech processing in the brain with self-supervised learning
Juliette Millet, Charlotte Caucheteux, Pierre Orhan, Yves Boubenec, Alexandre Gramfort, Ewan Dunbar, Christophe Pallier, Jean-Remi King
arXiv_AI
arXiv_AI
Speech
Self-Supervised
Pose
GAN
Activity
PDF
2022-06-03
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
Yizhen Zheng, Shirui Pan, Vincent Cs Lee, Yu Zheng, Philip S. Yu
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-06-03
Transformer-Based Self-Supervised Learning for Emotion Recognition
Juan Vazquez-Rodriguez (M-PSI), Grégoire Lefebvre, Julien Cumin, James L. Crowley (M-PSI)
arXiv_AI
arXiv_AI
Transformer
Recognition
Self-Supervised
Pose
Emotion
Attention
PDF
2022-06-03
On the duality between contrastive and non-contrastive self-supervised learning
Quentin Garrido (FAIR, LIGM), Yubei Chen (FAIR), Adrien Bardes (FAIR, WILLOW), Laurent Najman (LIGM), Yann Lecun (FAIR, CIMS)
arXiv_AI
arXiv_AI
Image_Caption
Optimization
Self-Supervised
Quantitative
PDF
2022-06-03
Learning an Adaptation Function to Assess Image Visual Similarities
Olivier Risser-Maroix (LIPADE), Amine Marzouki (LIPADE), Hala Djeghim (LIPADE), Camille Kurtz (LIPADE), Nicolas Lomenie (LIPADE)
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Face
PDF
2022-06-02
Understanding the Role of Nonlinearity in Training Dynamics of Contrastive Learning
Yuandong Tian
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-06-02
Expressiveness and Learnability: A Unifying View for Evaluating Self-Supervised Learning
Yuchen Lu, Zhen Liu, Aristide Baratin, Romain Laroche, Aaron Courville, Alessandro Sordoni
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Classification
PDF
2022-06-02
Siamese Image Modeling for Self-Supervised Vision Representation Learning
Chenxin Tao, Xizhou Zhu, Gao Huang, Yu Qiao, Xiaogang Wang, Jifeng Dai
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Detection
Prediction
PDF
2022-06-02
Optimizing Relevance Maps of Vision Transformers Improves Robustness
Hila Chefer, Idan Schwartz, Lior Wolf
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Classification
PDF
2022-06-02
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment
Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
arXiv_SD
arXiv_SD
Recognition
Scene_Classification
Represenation_Learning
Self-Supervised
Pose
Action_Recognition
Action
Classification
Detection
Object_Detection
PDF
2022-06-02
KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction
Han Li, Dan Zhao, Jianyang Zeng
arXiv_AI
arXiv_AI
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Pose
Deep_Learning
Attention
Prediction
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
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction
Jun Chen, Ming Hu, Boyang Li, Mohamed Elhoseiny
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Classification
Detection
Object_Detection
Image_Classification
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
Where are my Neighbors? Exploiting Patches Relations in Self-Supervised Vision Transformer
Guglielmo Camporese, Elena Izzo, Lamberto Ballan
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Relation
PDF
2022-06-01
Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap
Lu Han, Han-Jia Ye, De-Chuan Zhan
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Pose
Contrastive_Learning
Relation
PDF
2022-06-01
A comparative study between vision transformers and CNNs in digital pathology
Luca Deininger, Bernhard Stimpel, Anil Yuce, Samaneh Abbasi-Sureshjani, Simon Schönenberger, Paolo Ocampo, Konstanty Korski, Fabien Gaire
arXiv_CV
arXiv_CV
Transformer
Sparse
Self-Supervised
Classification
Detection
CNN
Prediction
PDF
2022-06-01
A Generalized Supervised Contrastive Learning Framework
Jaewon Kim, Jooyoung Chang, Sang Min Park
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Knowledge
Self-Supervised
Contrastive_Learning
PDF
2022-06-01
Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image Analysis
Marin Benčević, Marija Habijan, Irena Galić, Aleksandra Pizurica
arXiv_CV
arXiv_CV
Self-Supervised
Detection
Object_Detection
Medical
PDF
2022-06-01
MaskOCR: Text Recognition with Masked Encoder-Decoder Pretraining
Pengyuan Lyu, Chengquan Zhang, Shanshan Liu, Meina Qiao, Yangliu Xu, Liang Wu, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang
arXiv_CV
arXiv_CV
Transformer
Recognition
OCR
Self-Supervised
Pose
Language_Model
PDF
2022-05-31
Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining
Tianyuan Yao, Yuzhe Lu, Jun Long, Aadarsh Jha, Zheyu Zhu, Zuhayr Asad, Haichun Yang, Agnes B. Fogo, Yuankai Huo
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Quantitative
Classification
Deep_Learning
Detection
PDF
2022-05-31
D$^2$NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video
Tianhao Wu, Fangcheng Zhong, Andrea Tagliasacchi, Forrester Cole, Cengiz Oztireli
arXiv_CV
arXiv_CV
Segmentation
3D
Self-Supervised
Pose
PDF
2022-05-31
Do self-supervised speech models develop human-like perception biases?
Juliette Millet, Ewan Dunbar
arXiv_CL
arXiv_CL
Bert
Speech
Self-Supervised
Prediction
PDF
2022-05-31
Contrasting quadratic assignments for set-based representation learning
Artem Moskalev, Ivan Sosnovik, Volker Fischer, Arnold Smeulders
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
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
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
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training
Liang Hou, Qi Cao, Huawei Shen, Siyuan Pan, Xiaoshuang Li, Xueqi Cheng
arXiv_AI
arXiv_AI
Represenation_Learning
Adversarial
Self-Supervised
Pose
GAN
Prediction
PDF
2022-05-31
COIN: Co-Cluster Infomax for Bipartite Graphs
Baoyu Jing, Yuchen Yan, Yada Zhu, Hanghang Tong
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Pose
Action
Recommendation
PDF
2022-05-31
Decomposing NeRF for Editing via Feature Field Distillation
Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
3D
Knowledge
Self-Supervised
Pose
PDF
2022-05-31
Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images
Jun Shi, Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Jun Wang, Shihui Ying
arXiv_CV
arXiv_CV
Optimization
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
2022-05-30
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis
Yinghao Aaron Li, Cong Han, Nima Mesgarani
arXiv_CL
arXiv_CL
Speech
Self-Supervised
Pose
Emotion
PDF
2022-05-30
Analysis of Augmentations for Contrastive ECG Representation Learning
Sahar Soltanieh, Ali Etemad, Javad Hashemi
arXiv_AI
arXiv_AI
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Detection
PDF
2022-05-30
Self-Supervised Visual Representation Learning with Semantic Grouping
Xin Wen, Bingchen Zhao, Anlin Zheng, Xiangyu Zhang, Xiaojuan Qi
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Detection
Object_Detection
PDF
2022-05-30
Conformal Credal Self-Supervised Learning
Julian Lienen, Caglar Demir, Eyke Hüllermeier
arXiv_AI
arXiv_AI
Self-Supervised
Prediction
PDF
2022-05-30
Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks
Jaonary Rabarisoa, Velentin Belissen, Florian Chabot, Quoc-Cuong Pham
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Prediction
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
GMML is All you Need
Sara Atito, Muhammad Awais, Josef Kittler
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
PDF
2022-05-30
HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling
Xiaosong Zhang, Yunjie Tian, Wei Huang, Qixiang Ye, Qi Dai, Lingxi Xie, Qi Tian
arXiv_CV
arXiv_CV
Transformer
Segmentation
Transfer_Learning
Self-Supervised
Pose
Detection
Attention
PDF
2022-05-30
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation
Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Pose
Denoising
Language_Model
PDF
2022-05-30
Neural Shape Mating: Self-Supervised Object Assembly with Adversarial Shape Priors
Yun-Chun Chen, Haoda Li, Dylan Turpin, Alec Jacobson, Animesh Garg
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Adversarial
Self-Supervised
Pose
Autonomous
PDF
2022-05-30
Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding
Tianyang Hu, Zhili Liu, Fengwei Zhou, Wenjia Wang, Weiran Huang
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Contrastive_Learning
Matching
PDF
2022-05-29
Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing
Hongshu Liu, Nabeel Seedat, Julia Ive
arXiv_CL
arXiv_CL
Self-Supervised
Detection
PDF
2022-05-28
SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners
Feng Liang, Yangguang Li, Diana Marculescu
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Classification
PDF
2022-05-28
A Closer Look at Self-supervised Lightweight Vision Transformers
Shaoru Wang, Jin Gao, Zeming Li, Jian Sun, Weiming Hu
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Classification
PDF
2022-05-28
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning
Sarun Gulyanon, Wasit Limprasert, Pokpong Songmuang, Rachada Kongkachandra
arXiv_CV
arXiv_CV
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Image_Classification
PDF
2022-05-28
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training
Renrui Zhang, Ziyu Guo, Peng Gao, Rongyao Fang, Bin Zhao, Dong Wang, Yu Qiao, Hongsheng Li
arXiv_AI
arXiv_AI
Transformer
Reconstruction
Segmentation
Point_Cloud
3D
Represenation_Learning
Self-Supervised
Pose
Classification
Detection
Few-Shot
Object_Detection
Attention
PDF
2022-05-28
Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior
Kai Hu, Yu Liu, Renhe Liu, Wei Lu, Gang Yu, Bin Fu
arXiv_CV
arXiv_CV
Facial_Landmark
Super_Resolution
Restoration
Adversarial
Self-Supervised
Pose
Face
GAN
PDF
2022-05-28
Object-wise Masked Autoencoders for Fast Pre-training
Jiantao Wu, Shentong Mo
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Self-Supervised
Classification
Relation
Attention
Image_Classification
PDF
2022-05-28
Is Lip Region-of-Interest Sufficient for Lipreading?
Jing-Xuan Zhang, Gen-Shun Wan, Jia Pan
arXiv_CV
arXiv_CV
Recognition
Bert
Speech
Self-Supervised
Pose
Emotion
Face
Speech_Recognition
PDF
2022-05-27
Self-supervised models of audio effectively explain human cortical responses to speech
Aditya R. Vaidya, Shailee Jain, Alexander G. Huth
arXiv_CL
arXiv_CL
Bert
Represenation_Learning
Speech
Self-Supervised
Language_Model
Prediction
PDF
2022-05-27
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation
Yixuan Wei, Han Hu, Zhenda Xie, Zheng Zhang, Yue Cao, Jianmin Bao, Dong Chen, Baining Guo
arXiv_CV
arXiv_CV
Optimization
Self-Supervised
Contrastive_Learning
Classification
Attention
Image_Classification
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
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan.Z.Li
arXiv_AI
arXiv_AI
Transformer
Knowledge
Self-Supervised
Pose
Action
PDF
2022-05-27
Raising the Bar in Graph-level Anomaly Detection
Chen Qiu, Marius Kloft, Stephan Mandt, Maja Rudolph
arXiv_AI
arXiv_AI
Self-Supervised
Deep_Learning
Detection
PDF
2022-05-27
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection
Hao Chen, Wenyuan Li, Song Chen, Zhenwei Shi
arXiv_CV
arXiv_CV
Transfer_Learning
Represenation_Learning
Self-Supervised
Pose
Quantitative
Deep_Learning
Detection
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
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
Cross-Architecture Self-supervised Video Representation Learning
Sheng Guo, Zihua Xiong, Yujie Zhong, Limin Wang, Xiaobo Guo, Bing Han, Weilin Huang
arXiv_CV
arXiv_CV
Transformer
Recognition
3D
Represenation_Learning
Self-Supervised
Contrastive_Learning
Action_Recognition
Action
Video_Retrieval
PDF
2022-05-26
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR
Qiu-Shi Zhu, Jie Zhang, Zi-Qiang Zhang, Li-Rong Dai
arXiv_SD
arXiv_SD
Enhancement
Recognition
Speech
Self-Supervised
Pose
Attention
Speech_Recognition
PDF
2022-05-26
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing
Zhili Liu, Jianhua Han, Lanqing Hong, Hang Xu, Kai Chen, Chunjing Xu, Zhenguo Li
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Action
Classification
Detection
PDF
2022-05-26
AI for Porosity and Permeability Prediction from Geologic Core X-Ray Micro-Tomography
Zangir Iklassov, Dmitrii Medvedev, Otabek Nazarov
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Deep_Learning
Prediction
PDF
2022-05-26
HIRL: A General Framework for Hierarchical Image Representation Learning
Minghao Xu, Yuanfan Guo, Xuanyu Zhu, Jiawen Li, Zhenbang Sun, Jian Tang, Yi Xu, Bingbing Ni
arXiv_CV
arXiv_CV
Image_Caption
Represenation_Learning
Self-Supervised
Pose
PDF
2022-05-26
Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI
Lavanya Umapathy, Zhiyang Fu, Rohit Philip, Diego Martin, Maria Altbach, Ali Bilgin
arXiv_AI
arXiv_AI
Segmentation
Self-Supervised
Deep_Learning
PDF
2022-05-25
Contrastive Learning with Boosted Memorization
Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-05-25
DialogZoo: Large-Scale Dialog-Oriented Task Learning
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Pose
PDF
2022-05-25
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
Kevin Heffernan, Onur Çelebi, Holger Schwenk
arXiv_CL
arXiv_CL
Represenation_Learning
Self-Supervised
NMT
PDF
2022-05-25
TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
Rongjie Huang, Zhou Zhao, Jinglin Liu, Huadai Liu, Yi Ren, Lichao Zhang, Jinzheng He
arXiv_CL
arXiv_CL
Enhancement
Represenation_Learning
Speech
Self-Supervised
Pose
Inference
PDF
2022-05-25
Interaction of a priori Anatomic Knowledge with Self-Supervised Contrastive Learning in Cardiac Magnetic Resonance Imaging
Makiya Nakashima, Inyeop Jang, Ramesh Basnet, Mitchel Benovoy, W.H. Wilson Tang, Christopher Nguyen, Deborah Kwon, Tae Hyun Hwang, David Chen
arXiv_CV
arXiv_CV
Segmentation
Salient
Knowledge
Self-Supervised
Contrastive_Learning
Action
Deep_Learning
GAN
Medical
PDF
2022-05-24
Multi-Augmentation for Efficient Visual Representation Learning for Self-supervised Pre-training
Van-Nhiem Tran, Chi-En Huang, Shen-Hsuan Liu, Kai-Lin Yang, Timothy Ko, Yung-Hui Li
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
PDF
2022-05-24
SCVRL: Shuffled Contrastive Video Representation Learning
Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-05-23
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
Randall Balestriero, Yann LeCun
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Pose
Relation
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
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation
Valerio Marsocci, Simone Scardapane
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
3D
Self-Supervised
Pose
Drone
PDF
2022-05-23
MonoFormer: Towards Generalization of self-supervised monocular depth estimation with Transformers
Jinwoo Bae, Sungho Moon, Sunghoon Im
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Pose
PDF
2022-05-22
Self-supervised U-net for few-shot learning of object segmentation in microscopy images
Arnaud Deleruyelle, Cristian Versari, John Klein
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Few-Shot
PDF
2022-05-21
Self-Supervised Speech Representation Learning: A Review
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
arXiv_CL
arXiv_CL
Embedding
Recognition
Represenation_Learning
Review
Speech
Self-Supervised
Deep_Learning
Speech_Recognition
PDF
2022-05-21
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints
Xingzhe He, Bastian Wandt, Helge Rhodin
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
3D
Pose_Estimation
Self-Supervised
Pose
PDF
2022-05-21
Improvements to Self-Supervised Representation Learning for Masked Image Modeling
Jiawei Mao, Xuesong Yin, Yuanqi Chang, Honggu Zhou
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Prediction
PDF
2022-05-21
DKG: A Descriptive Knowledge Graph for Explaining Relationships between Entities
Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei Hwu
arXiv_AI
arXiv_AI
Transformer
Knowledge
Knowledge_Graph
Self-Supervised
Pose
Relation
Prediction
PDF
2022-05-20
Learning Dense Reward with Temporal Variant Self-Supervision
Yuning Wu, Jieliang Luo, Hui Li
arXiv_AI
arXiv_AI
Reinforcement_Learning
Self-Supervised
Pose
Action
PDF
2022-05-20
Self-supervised 3D anatomy segmentation using self-distilled masked image transformer
Jue Jiang, Neelam Tyagi, Kathryn Tringale, Christopher Crane, Harini Veeraraghavan
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Self-Supervised
GAN
Medical
CNN
Prediction
PDF
2022-05-20
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Self-Supervised
Face
Classification
Deep_Learning
PDF
2022-05-20
Self-supervised deep learning MRI reconstruction with Noisier2Noise
Charles Millard, Mark Chiew
arXiv_AI
arXiv_AI
Reconstruction
Self-Supervised
Pose
Deep_Learning
Denoising
Attention
PDF
2022-05-20
Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision
Michael Hobley, Victor Prisacariu
arXiv_CV
arXiv_CV
Transformer
Recognition
Knowledge
Self-Supervised
PDF
2022-05-20
Visually-Augmented Language Modeling
Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
arXiv_CL
arXiv_CL
Image_Retrieval
Knowledge
Self-Supervised
Pose
Language_Model
PDF
2022-05-20
Semi-self-supervised Automated ICD Coding
Hlynur D. Hlynsson, Steindór Ellertsson, Jón F. Daðason, Emil L. Sigurdsson, Hrafn Loftsson
arXiv_CL
arXiv_CL
Sparse
Self-Supervised
Medical
PDF
2022-05-20
Emergence of Double-slit Interference by Representing Visual Space in Artificial Neural Networks
Xiuxiu Bai, Zhe Liu, Yao Gao, Bin Liu, Yongqiang Hao
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Action
CNN
PDF
2022-05-20
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition
Razvan Brinzea, Bulat Khaertdinov, Stylianos Asteriadis
arXiv_AI
arXiv_AI
Recognition
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Activity
PDF
2022-05-20
Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality
Xiang Li, Wenhai Wang, Lingfeng Yang, Jian Yang
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Detection
Object_Detection
Attention
GAN
PDF
2022-05-20
MaskGAE: Masked Graph Modeling Meets Graph Autoencoders
Jintang Li, Ruofan Wu, Wangbin Sun, Liang Chen, Sheng Tian, Liang Zhu, Changhua Meng, Zibin Zheng, Weiqiang Wang
arXiv_AI
arXiv_AI
Self-Supervised
Contrastive_Learning
Classification
Prediction
PDF
2022-05-20
Self-Supervised Depth Estimation with Isometric-Self-Sample-Based Learning
Geonho Cha, Ho-Deok Jang, Dongyoon Wee
arXiv_AI
arXiv_AI
3D
Self-Supervised
Pose
PDF
2022-05-19
Voice Activity Projection: Self-supervised Learning of Turn-taking Events
Erik Ekstedt, Gabriel Skantze
arXiv_SD
arXiv_SD
Zero-Shot
Self-Supervised
Pose
Activity
Prediction
PDF
2022-05-19
Robust and Efficient Medical Imaging with Self-Supervision
Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Self-Supervised
Medical
Matching
PDF
2022-05-19
Masked Image Modeling with Denoising Contrast
Kun Yi, Yixiao Ge, Xiaotong Li, Shusheng Yang, Dian Li, Jianping Wu, Ying Shan, Xiaohu Qie
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Represenation_Learning
Self-Supervised
Contrastive_Learning
Classification
Detection
Object_Detection
Denoising
Image_Classification
Prediction
PDF
2022-05-19
Image Augmentation Based Momentum Memory Intrinsic Reward for Sparse Reward Visual Scenes
Zheng Fang, Biao Zhao, Guizhong Liu
arXiv_AI
arXiv_AI
Sparse
Represenation_Learning
Self-Supervised
Pose
PDF
2022-05-19
Continual Pre-Training Mitigates Forgetting in Language and Vision
Andrea Cossu, Tinne Tuytelaars, Antonio Carta, Lucia Passaro, Vincenzo Lomonaco, Davide Bacciu
arXiv_AI
arXiv_AI
Knowledge
Self-Supervised
PDF
2022-05-19
TransTab: Learning Transferable Tabular Transformers Across Tables
Zifeng Wang, Jimeng Sun
arXiv_AI
arXiv_AI
Transformer
Embedding
Transfer_Learning
Self-Supervised
Pose
PDF
2022-05-19
Support-set based Multi-modal Representation Enhancement for Video Captioning
Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
arXiv_CV
arXiv_CV
Enhancement
Video_Caption
Self-Supervised
Pose
Action
Caption
PDF
2022-05-19
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions
Xinpeng Ding, Ziwei Liu, Xiaomeng Li
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Video_Caption
Knowledge
Self-Supervised
Contrastive_Learning
Attention
Medical
PDF
2022-05-18
Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners
Hao Quan, Xingyu Li, Weixing Chen, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Pose
Classification
Deep_Learning
Medical
PDF
2022-05-18
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning
Penghui Wei, Xuanhua Yang, Shaoguo Liu, Liang Wang, Bo Zheng
arXiv_CL
arXiv_CL
Review
Self-Supervised
Pose
Contrastive_Learning
Text_Generation
PDF
2022-05-18
Remote Sensing Novel View Synthesis with Implicit Multiplane Representations
Yongchang Wu, Zhengxia Zou, Zhenwei Shi
arXiv_CV
arXiv_CV
Reconstruction
3D
Optimization
Sparse
Self-Supervised
Pose
Action
PDF
2022-05-18
Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos
Juan Luis Gonzalez Bello, Jaeho Moon, Munchurl Kim
arXiv_CV
arXiv_CV
Quantization
3D
Self-Supervised
Pose
Attention
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
Visual Attention-based Self-supervised Absolute Depth Estimation using Geometric Priors in Autonomous Driving
Jie Xiang, Yun Wang, Lifeng An, Haiyang Liu, Zijun Wang, Jian Liu
arXiv_CV
arXiv_CV
Self-Supervised
Attention
Autonomous
PDF
2022-05-18
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision
Alexander Bartler, Florian Bender, Felix Wiewel, Bin Yang
arXiv_CV
arXiv_CV
Self-Supervised
Pose
PDF
2022-05-17
Deploying self-supervised learning in the wild for hybrid automatic speech recognition
Mostafa Karimi, Changliang Liu, Kenichi Kumatani, Yao Qian, Tianyu Wu, Jian Wu
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Detection
Speech_Recognition
PDF
2022-05-17
Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging
Rui Yan, Liangqiong Qu, Qingyue Wei, Shih-Cheng Huang, Liyue Shen, Daniel Rubin, Lei Xing, Yuyin Zhou
arXiv_CV
arXiv_CV
Transformer
Knowledge
Self-Supervised
Classification
Deep_Learning
Medical
PDF
2022-05-17
Self-supervised Neural Articulated Shape and Appearance Models
Fangyin Wei, Rohan Chabra, Lingni Ma, Christoph Lassner, Michael Zollhöfer, Szymon Rusinkiewicz, Chris Sweeney, Richard Newcombe, Mira Slavcheva
arXiv_CV
arXiv_CV
Reconstruction
3D
Self-Supervised
Pose
Few-Shot
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
Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data
Manar Samad, Sakib Abrar
arXiv_AI
arXiv_AI
Regularization
Self-Supervised
Pose
Classification
PDF
2022-05-17
Self-Supervised Learning of Multi-Object Keypoints for Robotic Manipulation
Jan Ole von Hartz, Eugenio Chisari, Tim Welschehold, Abhinav Valada
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
PDF
2022-05-17
Efficient Stereo Depth Estimation for Pseudo LiDAR: A Self-Supervised Approach Based on Multi-Input ResNet Encoder
Sabir Hossain, Xianke Lin
arXiv_CV
arXiv_CV
Point_Cloud
3D
Self-Supervised
Pose
Autonomous
PDF
2022-05-17
HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer
Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang
arXiv_AI
arXiv_AI
Knowledge
Self-Supervised
Prediction
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
2022-05-16
On the Difficulty of Defending Self-Supervised Learning against Model Extraction
Adam Dziedzic, Nikita Dhawan, Muhammad Ahmad Kaleem, Jonas Guan, Nicolas Papernot
arXiv_AI
arXiv_AI
Self-Supervised
Action
Inference
Prediction
PDF
2022-05-16
Data-Driven Interpolation for Super-Scarce X-Ray Computed Tomography
Emilien Valat, Katayoun Farrahi, Thomas Blumensath
arXiv_CV
arXiv_CV
Enhancement
3D
Self-Supervised
Pose
Medical
PDF
2022-05-16
Scalable Vehicle Re-Identification via Self-Supervision
Pirazh Khorramshahi, Vineet Shenoy, Rama Chellappa
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Re-identification
Inference
PDF
2022-05-16
Manifold Characteristics That Predict Downstream Task Performance
Ruan van der Merwe, Gregory Newman, Etienne Barnard
arXiv_CV
arXiv_CV
Tracking
Transfer_Learning
Gradient_Descent
Adversarial
Self-Supervised
Pose
PDF
2022-05-15
Learning Representations for New Sound Classes With Continual Self-Supervised Learning
Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis
arXiv_SD
arXiv_SD
Self-Supervised
Pose
PDF
2022-05-15
Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT
Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu
arXiv_CV
arXiv_CV
Embedding
Bert
Represenation_Learning
Speech
Self-Supervised
Pose
PDF
2022-05-15
Proxyless Neural Architecture Adaptation for Supervised Learning and Self-Supervised Learning
Do-Guk Kim, Heung-Chang Lee
arXiv_CV
arXiv_CV
Transformer
NAS
Self-Supervised
Pose
PDF
2022-05-14
Object-Aware Self-supervised Multi-Label Learning
Xu Kaixin, Liu Liyang, Zhao Ziyuan, Zeng Zeng, Bharadwaj Veeravalli
arXiv_CV
arXiv_CV
Image_Caption
Self-Supervised
Pose
Classification
Deep_Learning
PDF
2022-05-14
Self-supervised Assisted Active Learning for Skin Lesion Segmentation
Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan
arXiv_AI
arXiv_AI
Segmentation
Self-Supervised
Pose
Action
Medical
PDF
2022-05-13
Toward a Geometrical Understanding of Self-supervised Contrastive Learning
Romain Cosentino, Anirvan Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Ted Willke, Mariano Tepper
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Self-Supervised
Contrastive_Learning
Action
Relation
PDF
2022-05-13
Interlock-Free Multi-Aspect Rationalization for Text Classification
Shuangqi Li, Diego Antognini, Boi Faltings
arXiv_CL
arXiv_CL
Text_Classification
Review
Self-Supervised
Pose
Classification
Prediction
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
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation
Long Phan, Hieu Tran, Hieu Nguyen, Trieu H. Trinh
arXiv_AI
arXiv_AI
Transformer
Recognition
Self-Supervised
Summarization
Text_Generation
PDF
2022-05-12
Visuomotor Control in Multi-Object Scenes Using Object-Aware Representations
Negin Heravi, Ayzaan Wahid, Corey Lynch, Pete Florence, Travis Armstrong, Jonathan Tompson, Pierre Sermanet, Jeannette Bohg, Debidatta Dwibedi
arXiv_AI
arXiv_AI
Represenation_Learning
Self-Supervised
Pose
Relation
Prediction
PDF
2022-05-12
Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers
Robin Kips, Ruowei Jiang, Sileye Ba, Brendan Duke, Matthieu Perrot, Pietro Gori, Isabelle Bloch
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Deep_Learning
PDF
2022-05-12
One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code
Yong Dai, Duyu Tang, Liangxin Liu, Minghuan Tan, Cong Zhou, Jingquan Wang, Zhangyin Feng, Fan Zhang, Xueyu Hu, Shuming Shi
arXiv_CV
arXiv_CV
Sparse
Image_Retrieval
Self-Supervised
PDF
2022-05-12
D3T-GAN: Data-Dependent Domain Transfer GANs for Few-shot Image Generation
Xintian Wu, Huanyu Wang, Yiming Wu, Xi Li
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Few-Shot
GAN
PDF
2022-05-12
CorAl: Introspection for Robust Radar and Lidar Perception in Diverse Environments Using Differential Entropy
Daniel Adolfsson, Manuel Castellano-Quero, Martin Magnusson, Achim J. Lilienthal, Henrik Andreasson
arXiv_RO
arXiv_RO
Point_Cloud
Self-Supervised
Classification
PDF
2022-05-12
A Computational Acquisition Model for Multimodal Word Categorization
Uri Berger, Gabriel Stanovsky, Omri Abend, Lea Frermann
arXiv_CL
arXiv_CL
Image_Caption
Recognition
Self-Supervised
Pose
Caption
PDF
2022-05-12
Near out-of-distribution detection for low-resolution radar micro-Doppler signatures
Martin Bauw, Santiago Velasco-Forero, Jesus Angulo, Claude Adnet, Olivier Airiau
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
PDF
2022-05-11
DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision
Erik Wallin, Lennart Svensson, Fredrik Kahl, Lars Hammarstrand
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Prediction
PDF
2022-05-11
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers
Gokul Karthik Kumar, Sahal Shaji Mullappilly, Abhishek Singh Gehlot
arXiv_AI
arXiv_AI
Transformer
Reconstruction
Self-Supervised
Classification
Detection
Relation
Object_Detection
CNN
Image_Classification
Language_Model
PDF
2022-05-11
Self-Supervised Antipodal Grasp Learning with Fine-Grained Grasp Quality Feedback in Clutter
Yanxu Hou, Jun Li, I-Ming Chen
arXiv_RO
arXiv_RO
Adversarial
Self-Supervised
Pose
PDF
2022-05-11
Scene Consistency Representation Learning for Video Scene Segmentation
Haoqian Wu, Keyu Chen, Yanan Luo, Ruizhi Qiao, Bo Ren, Haozhe Liu, Weicheng Xie, Linlin Shen
arXiv_AI
arXiv_AI
Segmentation
Represenation_Learning
Self-Supervised
Pose
PDF
2022-05-11
Towards Unified Prompt Tuning for Few-shot Text Classification
Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao
arXiv_AI
arXiv_AI
Bert
Text_Classification
Knowledge
Self-Supervised
Pose
Classification
Few-Shot
Language_Model
PDF
2022-05-11
Salient Object Detection via Bounding-box Supervision
Mengqi He, Jing Zhang, Wenxin Yu
arXiv_CV
arXiv_CV
Salient
Self-Supervised
Detection
Object_Detection
Prediction
PDF
2022-05-10
Student Collaboration Improves Self-Supervised Learning: Dual-Loss Adaptive Masked Autoencoder for Brain Cell Image Analysis
Son T. Ly, Bai Lin, Hung Q. Vo, Dragan Maric, Badri Roysam, Hien V. Nguyen
arXiv_CV
arXiv_CV
Reconstruction
Self-Supervised
Pose
Medical
PDF
2022-05-10
Transformer-based Cross-Modal Recipe Embeddings with Large Batch Training
Jing Yang, Junwen Chen, Keiji Yanai
arXiv_CV
arXiv_CV
Transformer
Embedding
Image_Generation
Adversarial
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-05-10
Self-supervised regression learning using domain knowledge: Applications to improving self-supervised denoising in imaging
Il Yong Chun, Dongwon Park, Xuehang Zheng, Se Young Chun, Yong Long
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Denoising
PDF
2022-05-10
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains
Haiyang Yang, Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Self-Supervised
Pose
PDF
2022-05-10
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Classification
Medical
Image_Classification
PDF
2022-05-10
CoDo: Contrastive Learning with Downstream Background Invariance for Detection
Bing Zhao, Jun Li, Hong Zhu
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
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
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning
Na Dong, Yongqiang Zhang, Mingli Ding, Gim Hee Lee
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Detection
Few-Shot
Object_Detection
PDF
2022-05-08
Multimodal Semi-Supervised Learning for Text Recognition
Aviad Aberdam, Roy Ganz, Shai Mazor, Ron Litman
arXiv_AI
arXiv_AI
Recognition
Represenation_Learning
Regularization
Self-Supervised
Pose
Scene_Text
Language_Model
PDF
2022-05-08
PGADA: Perturbation-Guided Adversarial Alignment for Few-shot Learning Under the Support-Query Shift
Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen
arXiv_AI
arXiv_AI
Embedding
Adversarial
Self-Supervised
Pose
Few-Shot
PDF
2022-05-08
Silence is Sweeter Than Speech: Self-Supervised Model Using Silence to Store Speaker Information
Chi-Luen Feng, Po-chun Hsu, Hung-yi Lee
arXiv_SD
arXiv_SD
Bert
Speech
Self-Supervised
PDF
2022-05-07
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion
Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
arXiv_CV
arXiv_CV
Super_Resolution
Self-Supervised
Pose
Quantitative
PDF
2022-05-07
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm
Yuhan Xie, Kexin Jiang, Zhiyong Zhang, Shaolong Chen, Xiaodong Zhang, Changzhen Qiu
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Self-Supervised
Pose
Face
Deep_Learning
Medical
PDF
2022-05-06
LatentKeypointGAN: Controlling Images via Latent Keypoints -- Extended Abstract
Xingzhe He, Bastian Wandt, Helge Rhodin
arXiv_CV
arXiv_CV
Embedding
Knowledge
Adversarial
Self-Supervised
Pose
Quantitative
GAN
PDF
2022-05-06
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection
Yuhang Cao, Jiaqi Wang, Yiqi Lin, Dahua Lin
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Detection
Few-Shot
Object_Detection
PDF
2022-05-05
FisheyeDistill: Self-Supervised Monocular Depth Estimation with Ordinal Distillation for Fisheye Cameras
Qingan Yan, Pan Ji, Nitin Bansal, Yuxin Ma, Yuan Tian, Yi Xu
arXiv_CV
arXiv_CV
Self-Supervised
Pose
PDF
2022-05-05
Declaration-based Prompt Tuning for Visual Question Answering
Yuhang Liu, Wei Wei, Daowan Peng, Feida Zhu
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
VQA
Few-Shot
Language_Model
Prediction
QA
Matching
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
Efficient Few-Shot Fine-Tuning for Opinion Summarization
Arthur Bražinskas, Ramesh Nallapati, Mohit Bansal, Markus Dreyer
arXiv_AI
arXiv_AI
Knowledge
Review
Self-Supervised
Few-Shot
GAN
Summarization
PDF
2022-05-04
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series
Yiwei Fu, Feng Xue
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Detection
Prediction
PDF
2022-05-04
SVTS: Scalable Video-to-Speech Synthesis
Rodrigo Mira, Alexandros Haliassos, Stavros Petridis, Björn W. Schuller, Maja Pantic
arXiv_CV
arXiv_CV
Knowledge
Speech
Self-Supervised
Attention
Prediction
PDF
2022-05-04
Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images
Pallavi Jain, Bianca Schoen-Phelan, Robert Ross
arXiv_CV
arXiv_CV
Segmentation
Embedding
Self-Supervised
Pose
Classification
PDF
2022-05-04
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
arXiv_CV
arXiv_CV
Super_Resolution
Self-Supervised
Pose
Attention
PDF
2022-05-04
TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition
Haodong Duan, Nanxuan Zhao, Kai Chen, Dahua Lin
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Action_Recognition
Action
Classification
Video_Retrieval
PDF
2022-05-04
A Computational Inflection for Scientific Discovery
Tom Hope, Doug Downey, Oren Etzioni, Daniel S. Weld, Eric Horvitz
arXiv_CL
arXiv_CL
Salient
Knowledge
Self-Supervised
Pose
Action
PDF
2022-05-04
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks
Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Speech
Self-Supervised
Speech_Recognition
PDF
2022-05-04
Self-supervised learning unveils morphological clusters behind lung cancer types and prognosis
Adalberto Claudio Quiros, Nicolas Coudray, Anna Yeaton, Xinyu Yang, Luis Chiriboga, Afreen Karimkhan, Navneet Narula, Harvey Pass, Andre L. Moreira, John Le Quesne, Aristotelis Tsirigos, Ke Yuan
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Deep_Learning
Detection
Prediction
PDF
2022-05-03
i-Code: An Integrative and Composable Multimodal Learning Framework
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Yuan Lu, Takuya Yoshioka, Michael Zeng, Xuedong Huang
arXiv_AI
arXiv_AI
Video_Caption
Speech
Self-Supervised
Pose
Contrastive_Learning
Attention
Inference
PDF
2022-05-03
Improving In-Context Few-Shot Learning via Self-Supervised Training
Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva
arXiv_CL
arXiv_CL
Self-Supervised
Pose
Few-Shot
PDF
2022-05-03
End-to-End Visual Editing with a Generatively Pre-Trained Artist
Andrew Brown, Cheng-Yang Fu, Omkar Parkhi, Tamara L. Berg, Andrea Vedaldi
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Quantitative
GAN
PDF
2022-05-03
GeoRefine: Self-Supervised Online Depth Refinement for Accurate Dense Mapping
Pan Ji, Qingan Yan, Yuxin Ma, Yi Xu
arXiv_CV
arXiv_CV
Self-Supervised
Pose
SLAM
Optical_Flow
PDF
2022-05-03
RAFT-MSF: Self-Supervised Monocular Scene Flow using Recurrent Optimizer
Bayram Bayramli, Junhwa Hur, Hongtao Lu
arXiv_CV
arXiv_CV
3D
Self-Supervised
Pose
Optical_Flow
PDF
2022-05-02
Boosting Video Object Segmentation based on Scale Inconsistency
Hengyi Wang, Changjae Oh
arXiv_CV
arXiv_CV
Segmentation
Optimization
Self-Supervised
Attention
Prediction
PDF
2022-05-02
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Speech_Recognition
PDF
2022-05-02
CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning
Chenyu Sun, Hangwei Qian, Chunyan Miao
arXiv_AI
arXiv_AI
Reinforcement_Learning
Self-Supervised
Pose
PDF
2022-05-02
FastGCL: Fast Self-Supervised Learning on Graphs via Contrastive Neighborhood Aggregation
Yuansheng Wang, Wangbin Sun, Kun Xu, Zulun Zhu, Liang Chen, Zibin Zheng
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Contrastive_Learning
Classification
Attention
PDF
2022-05-02
3D Object Detection with a Self-supervised Lidar Scene Flow Backbone
Emeç Erçelik, Ekim Yurtsever, Mingyu Liu, Zhijie Yang, Hanzhen Zhang, Pınar Topçam, Maximilian Listl, Yılmaz Kaan Çaylı, Alois Knoll
arXiv_CV
arXiv_CV
Point_Cloud
3D
Sparse
Self-Supervised
Pose
Detection
Relation
Object_Detection
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
Preserve Pre-trained Knowledge: Transfer Learning With Self-Distillation For Action Recognition
Yang Zhou, Zhanhao He, Keyu Lu, Guanhong Wang, Gaoang Wang
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Represenation_Learning
Knowledge
Self-Supervised
Pose
Action_Recognition
Action
PDF
2022-04-30
LayoutBERT: Masked Language Layout Model for Object Insertion
Kerem Turgutlu, Sanat Sharma, Jayant Kumar
arXiv_AI
arXiv_AI
Bert
Knowledge
Self-Supervised
Pose
Quantitative
Attention
Language_Model
PDF
2022-04-30
Foundational Models for Continual Learning: An Empirical Study of Latent Replay
Oleksiy Ostapenko, Timothee Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
arXiv_AI
arXiv_AI
Self-Supervised
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
On Negative Sampling for Audio-Visual Contrastive Learning from Movies
Mahdi M. Kalayeh, Shervin Ardeshir, Lingyi Liu, Nagendra Kamath, Ashok Chandrashekar
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Contrastive_Learning
Action_Recognition
Action
Classification
PDF
2022-04-29
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning
Linlin Chao, Taifeng Wang, Wei Chu
arXiv_AI
arXiv_AI
Embedding
Sparse
Knowledge
Knowledge_Graph
Self-Supervised
Pose
Relation
Inference
Prediction
PDF
2022-04-28
Depth Estimation with Simplified Transformer
John Yang, Le An, Anurag Dixit, Jinkyu Koo, Su Inn Park
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Classification
Image_Classification
Autonomous
Inference
Prediction
PDF
2022-04-28
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers
Ming Ding, Wendi Zheng, Wenyi Hong, Jie Tang
arXiv_CV
arXiv_CV
Transformer
Super_Resolution
Self-Supervised
Language_Model
PDF
2022-04-28
Audio-Visual Contrastive Learning for Self-supervised Action Recognition
Haoyuan Lan, Yang Liu, Liang Lin
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Relation
Attention
PDF
2022-04-27
Offline Visual Representation Learning for Embodied Navigation
Karmesh Yadav, Ram Ramrakhya, Arjun Majumdar, Vincent-Pierre Berges, Sachit Kuhar, Dhruv Batra, Alexei Baevski, Oleksandr Maksymets
arXiv_CV
arXiv_CV
3D
Represenation_Learning
Self-Supervised
Action
PDF
2022-04-27
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework
Shu Zhang, Ran Xu, Caiming Xiong, Chetan Ramaiah
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Contrastive_Learning
Relation
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
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective
Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua
arXiv_CV
arXiv_CV
Reconstruction
3D
Optimization
Self-Supervised
Pose
Prediction
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
Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training
Dading Chong, Helin Wang, Peilin Zhou, Qingcheng Zeng
arXiv_SD
arXiv_SD
Transformer
Self-Supervised
Prediction
PDF
2022-04-27
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?
Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Speech_Recognition
Prediction
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
2022-04-27
Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training
Guanhong Wang, Keyu Lu, Yang Zhou, Zhanhao He, Gaoang Wang
arXiv_CV
arXiv_CV
Human_Parsing
Recognition
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Relation
PDF
2022-04-27
SCGC : Self-Supervised Contrastive Graph Clustering
Gayan K. Kulatilleke, Marius Portmann, Shekhar S. Chandra
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Deep_Learning
Attention
Inference
PDF
2022-04-26
Leveraging Unlabeled Data for Sketch-based Understanding
Javier Morales, Nils Murrugarra-Llerena, Jose M. Saavedra
arXiv_CV
arXiv_CV
Sketch
Knowledge
Self-Supervised
PDF
2022-04-26
Sound Localization by Self-Supervised Time Delay Estimation
Ziyang Chen, David F. Fouhey, Andrew Owens
arXiv_CV
arXiv_CV
Tracking
Self-Supervised
Pose
Contrastive_Learning
Face
PDF
2022-04-26
Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering
Shiye Wang, Changsheng Li, Yanming Li, Ye Yuan, Guoren Wang
arXiv_AI
arXiv_AI
Regularization
Knowledge
Self-Supervised
PDF
2022-04-26
Label Anchored Contrastive Learning for Language Understanding
Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He
arXiv_CL
arXiv_CL
Embedding
Speech
Self-Supervised
Pose
Contrastive_Learning
Classification
Few-Shot
Language_Model
PDF
2022-04-26
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
arXiv_SD
arXiv_SD
Reconstruction
Self-Supervised
Pose
Contrastive_Learning
Relation
PDF
2022-04-26
Context-Aware Sequence Alignment using 4D Skeletal Augmentation
Taein Kwon, Bugra Tekin, Siyu Tang, Marc Pollefeys
arXiv_CV
arXiv_CV
Embedding
3D
Pose_Estimation
Self-Supervised
Pose
Action
Attention
CNN
PDF
2022-04-26
Hypergraph Contrastive Collaborative Filtering
Lianghao Xia, Chao Huang, Yong Xu, Jiashu Zhao, Dawei Yin, Jimmy Xiangji Huang
arXiv_AI
arXiv_AI
Sparse
Self-Supervised
Pose
Contrastive_Learning
Action
Relation
Recommendation
PDF
2022-04-26
ATST: Audio Representation Learning with Teacher-Student Transformer
Xian Li, Xiaofei Li
arXiv_AI
arXiv_AI
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Pose
PDF
2022-04-25
Contrastive learning-based computational histopathology predict differential expression of cancer driver genes
Haojue Huang, Gongming Zhou, Xuejun Liu, Lei Deng, Chen Wu, Dachuan Zhang, Hui Liu
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
Action
Deep_Learning
Prediction
PDF
2022-04-25
Translation between Molecules and Natural Language
Carl Edwards, Tuan Lai, Kevin Ros, Garrett Honke, Heng Ji
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Caption
Matching
PDF
2022-04-25
Masked Image Modeling Advances 3D Medical Image Analysis
Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Venkat Sethuraman, Kevin Brown
arXiv_AI
arXiv_AI
Reconstruction
Segmentation
3D
Self-Supervised
Contrastive_Learning
Attention
Medical
PDF
2022-04-25
Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising?
Valéry Dewil, Aranud Barral, Gabriele Facciolo, Pablo Arias
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Quantitative
Denoising
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
Progressive Learning for Image Retrieval with Hybrid-Modality Queries
Yida Zhao, Yuqing Song, Qin Jin
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Knowledge
Self-Supervised
Pose
PDF
2022-04-23
Improving Self-Supervised Learning-based MOS Prediction Networks
Bálint Gyires-Tóth, Csaba Zainkó
arXiv_AI
arXiv_AI
Quantization
Transfer_Learning
RNN
Speech
Self-Supervised
Prediction
PDF
2022-04-23
Federated Contrastive Learning for Volumetric Medical Image Segmentation
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Medical
Matching
PDF
2022-04-22
Unified Pretraining Framework for Document Understanding
Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Nikolaos Barmpalios, Rajiv Jain, Ani Nenkova, Tong Sun
arXiv_CV
arXiv_CV
Transformer
Embedding
Self-Supervised
Pose
Action
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
Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification
Jing Gao, Tilo Burghardt, Neill W. Campbell
arXiv_CV
arXiv_CV
Tracking
Self-Supervised
Detection
PDF
2022-04-22
A Survey of Traversability Estimation for Mobile Robots
Christos Sevastopoulos, Stations Konstantopoulos
arXiv_RO
arXiv_RO
Self-Supervised
Face
Survey
Deep_Learning
PDF
2022-04-22
Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging
Jyoti Kini, Fahad Shahbaz Khan, Salman Khan, Mubarak Shah
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Self-Supervised
Pose
Prediction
PDF
2022-04-21
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
arXiv_CV
arXiv_CV
Represenation_Learning
Adversarial
Self-Supervised
GAN
Medical
PDF
2022-04-21
PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map
Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Sun, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
PDF
2022-04-21
Learning Sequential Latent Variable Models from Multimodal Time Series Data
Oliver Limoyo, Trevor Ablett, Jonathan Kelly
arXiv_AI
arXiv_AI
Reinforcement_Learning
Self-Supervised
Prediction
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
Adversarial Contrastive Learning by Permuting Cluster Assignments
Muntasir Wahed, Afrina Tabassum, Ismini Lourentzou
arXiv_CV
arXiv_CV
Represenation_Learning
Knowledge
Adversarial
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
BTranspose: Bottleneck Transformers for Human Pose Estimation with Self-Supervised Pre-Training
Kaushik Balakrishnan, Devesh Upadhyay
arXiv_CV
arXiv_CV
Transformer
Pose_Estimation
Self-Supervised
Pose
Attention
Prediction
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
Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images
Tejas Panambur, Deep Chakraborty, Melissa Meyer, Ralph Milliken, Erik Learned-Miller, Mario Parente
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Action
Classification
PDF
2022-04-21
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Stephanie Hyland, Maria Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Contrastive_Learning
Medical
Inference
Language_Model
PDF
2022-04-20
Time-based Self-supervised Learning for Wireless Capsule Endoscopy
Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Deep_Learning
Detection
Medical
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
Self-supervised Learning for Sonar Image Classification
Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro
arXiv_CV
arXiv_CV
Image_Caption
Transfer_Learning
Self-Supervised
Classification
Few-Shot
Denoising
Image_Classification
PDF
2022-04-20
User-Centric Conversational Recommendation with Multi-Aspect User Modeling
Shuokai Li, Ruobing Xie, Yongchun Zhu, Xiang Ao, Fuzhen Zhuang, Qing He
arXiv_AI
arXiv_AI
Knowledge
Self-Supervised
Pose
Relation
Recommendation
PDF
2022-04-20
Disentangling Spatial-Temporal Functional Brain Networks via Twin-Transformers
Xiaowei Yu, Lu Zhang, Lin Zhao, Yanjun Lyu, Tianming Liu, Dajiang Zhu
arXiv_AI
arXiv_AI
Transformer
Knowledge
Self-Supervised
Pose
Action
GAN
PDF
2022-04-20
Improving Self-Supervised Speech Representations by Disentangling Speakers
Kaizhi Qian, Yang Zhang, Heting Gao, Junrui Ni, Cheng-I Lai, David Cox, Mark Hasegawa-Johnson, Shiyu Chang
arXiv_AI
arXiv_AI
Bert
Speech
Self-Supervised
Pose
PDF
2022-04-20
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion
Zhaoxin Fan, Yulin He, Zhicheng Wang, Kejian Wu, Hongyan Liu, Jun He
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
Self-Supervised
Pose
PDF
2022-04-20
Infusing Linguistic Knowledge of SMILES into Chemical Language Models
Ingoo Lee, Hojung Nam
arXiv_AI
arXiv_AI
Transformer
Knowledge
Self-Supervised
Pose
Attention
Language_Model
Prediction
PDF
2022-04-19
Diverse Imagenet Models Transfer Better
Niv Nayman, Avram Golbert, Asaf Noy, Tan Ping, Lihi Zelnik-Manor
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Classification
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
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn Schuller
arXiv_SD
arXiv_SD
Recognition
Adversarial
Speech
Self-Supervised
Pose
Emotion
PDF
2022-04-19
Self-Supervised Equivariant Learning for Oriented Keypoint Detection
Jongmin Lee, Byungjin Kim, Minsu Cho
arXiv_CV
arXiv_CV
Pose_Estimation
Self-Supervised
Pose
Detection
Matching
PDF
2022-04-18
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction
Zhonghang Li, Chao Huang, Lianghao Xia, Yong Xu, Jian Pei
arXiv_AI
arXiv_AI
Sparse
Self-Supervised
Pose
Prediction
PDF
2022-04-18
Learning to Retrieve Relevant Experiences for Motion Planning
Constantinos Chamzas, Aedan Cullen, Anshumali Shrivastava, Lydia E. Kavraki
arXiv_RO
arXiv_RO
Self-Supervised
Pose
PDF
2022-04-18
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Self-Supervised
Pose
Classification
VQA
Image_Classification
Language_Model
PDF
2022-04-18
The Devil is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-Training
Hao Liu, Xinghua Jiang, Xin Li, Antai Guo, Deqiang Jiang, Bo Ren
arXiv_CV
arXiv_CV
Recognition
Knowledge
Self-Supervised
Quantitative
PDF
2022-04-18
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation
Wenbo Zhao, Xianming Liu, Zhiwei Zhong, Junjun Jiang, Wei Gao, Ge Li, Xiangyang Ji
arXiv_CV
arXiv_CV
Point_Cloud
Sparse
Self-Supervised
Pose
Face
PDF
2022-04-17
On Effectively Learning of Knowledge in Continual Pre-training
Cunxiang Wang, Fuli Luo, Yanyang Li, Runxin Xu, Fei Huang, Yue Zhang
arXiv_AI
arXiv_AI
Bert
Knowledge
Self-Supervised
Pose
Attention
Language_Model
Prediction
PDF
2022-04-16
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation
Zheng Zhang, Liang Ding, Dazhao Cheng, Xuebo Liu, Min Zhang, Dacheng Tao
arXiv_CL
arXiv_CL
Transformer
Knowledge
Self-Supervised
Pose
Summarization
Prediction
PDF
2022-04-16
Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation
Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
arXiv_CL
arXiv_CL
Zero-Shot
Self-Supervised
Summarization
Text_Generation
Language_Model
PDF
2022-04-15
Multi-Frame Self-Supervised Depth with Transformers
Vitor Guizilini, Rares Ambrus, Dian Chen, Sergey Zakharov, Adrien Gaidon
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Relation
Attention
Prediction
Matching
PDF
2022-04-15
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
arXiv_SD
arXiv_SD
Recognition
Self-Supervised
Pose
Emotion
PDF
2022-04-15
Image Captioning In the Transformer Age
Yang Xu, Li Li, Haiyang Xu, Songfang Huang, Fei Huang, Jianfei Cai
arXiv_CV
arXiv_CV
Image_Caption
Transformer
RNN
Self-Supervised
Survey
Caption
PDF
2022-04-15
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Medical
PDF
2022-04-14
Imposing Consistency for Optical Flow Estimation
Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Optical_Flow
PDF
2022-04-14
Masked Siamese Networks for Label-Efficient Learning
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas
arXiv_AI
arXiv_AI
Image_Caption
Transformer
Embedding
Self-Supervised
Pose
Classification
Image_Classification
PDF
2022-04-14
DeiT III: Revenge of the ViT
Hugo Touvron, Matthieu Cord, Hervé Jégou
arXiv_CV
arXiv_CV
Transformer
Segmentation
Transfer_Learning
Semantic_Segmentation
Bert
Self-Supervised
Classification
Image_Classification
PDF
2022-04-14
SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study
Samuel Cahyawijaya, Tiezheng Yu, Zihan Liu, Tiffany T.W. Mak, Xiaopu Zhou, Nancy Y. Ip, Pascale Fung
arXiv_AI
arXiv_AI
Speech
Self-Supervised
PDF
2022-04-13
Towards Metrical Reconstruction of Human Faces
Wojciech Zielonka, Timo Bolkart, Justus Thies
arXiv_CV
arXiv_CV
Reconstruction
Tracking
Recognition
3D
Self-Supervised
Face
Action
Face_Recognition
Medical
Prediction
PDF
2022-04-13
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection
Parag Dutta, Souvic Chakraborty, Sumegh Roychowdhury, Animesh Mukherjee
arXiv_CL
arXiv_CL
Regularization
Speech
Self-Supervised
Pose
Action
Detection
PDF
2022-04-13
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
Ji Won Yoon, Beom Jun Woo, Nam Soo Kim
arXiv_CL
arXiv_CL
Recognition
Bert
Speech
Self-Supervised
Pose
Speech_Recognition
Inference
Prediction
PDF
2022-04-13
What Matters in Language Conditioned Robotic Imitation Learning
Oier Mees, Lukas Hermann, Wolfram Burgard
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
PDF
2022-04-13
Self-Supervised Traffic Advisors: Distributed, Multi-view Traffic Prediction for Smart Cities
Jiankai Sun, Shreyas Kousik, David Fridovich-Keil, Mac Schwager
arXiv_RO
arXiv_RO
Video_Prediction
Self-Supervised
Pose
Autonomous
Prediction
PDF
2022-04-12
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages
Gokul Karthik Kumar, Abhishek Singh Gehlot, Sahal Shaji Mullappilly, Karthik Nandakumar
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Knowledge
Self-Supervised
QA
PDF
2022-04-12
Self-Supervised Losses for One-Class Textual Anomaly Detection
Kimberly T. Mai, Toby Davies, Lewis D. Griffin
arXiv_CL
arXiv_CL
Transformer
Self-Supervised
Deep_Learning
Detection
PDF
2022-04-12
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning
Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Lihua Xie
arXiv_AI
arXiv_AI
Recognition
Gait_Recognition
Gesture
Knowledge
Self-Supervised
Pose
Activity
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
2022-04-11
Unified Speech-Text Pre-training for Speech Translation and Recognition
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-04-11
Self-supervised Vision Transformers for Joint SAR-optical Representation Learning
Yi Wang, Conrad M Albrecht, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Pose
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
The PartialSpoof Database and Countermeasures for the Detection of Short Generated Audio Segments Embedded in a Speech Utterance
Lin Zhang, Xin Wang, Erica Cooper, Nicholas Evans, Junichi Yamagishi
arXiv_SD
arXiv_SD
Speech
Self-Supervised
Pose
Action
Detection
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
XMP-Font: Self-Supervised Cross-Modality Pre-training for Few-Shot Font Generation
Wei Liu, Fangyue Liu, Fei Din, Qian He, Zili Yi
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Relation
Few-Shot
PDF
2022-04-11
Same Author or Just Same Topic? Towards Content-Independent Style Representations
Anna Wegmann, Marijn Schraagen, Dong Nguyen
arXiv_CL
arXiv_CL
Self-Supervised
Pose
PDF
2022-04-11
Evaluating Vision Transformer Methods for Deep Reinforcement Learning from Pixels
Tianxin Tao, Daniele Reda, Michiel van de Panne
arXiv_CV
arXiv_CV
Transformer
Reinforcement_Learning
Self-Supervised
Pose
CNN
PDF
2022-04-11
How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
Dongkwan Kim, Alice Oh
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Relation
Attention
PDF
2022-04-11
Fusion of Self-supervised Learned Models for MOS Prediction
Zhengdong Yang, Wangjin Zhou, Chenhui Chu, Sheng Li, Raj Dabre, Raphael Rubino, Yi Zhao
arXiv_CL
arXiv_CL
Bert
Speech
Self-Supervised
Pose
Prediction
PDF
2022-04-10
SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition
Victor Escorcia, Ricardo Guerrero, Xiatian Zhu, Brais Martinez
arXiv_AI
arXiv_AI
Recognition
Self-Supervised
Action_Recognition
Action
Classification
Detection
Relation
Object_Detection
Video_Classification
PDF
2022-04-10
DILEMMA: Self-Supervised Shape and Texture Learning with Transformers
Sepehr Sameni, Simon Jenni, Paolo Favaro
arXiv_CV
arXiv_CV
Transformer
Embedding
Self-Supervised
Pose
Detection
PDF
2022-04-10
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning
Chao Tao, Ji Qia, Guo Zhang, Qing Zhu, Weipeng Lu, Haifeng Li
arXiv_AI
arXiv_AI
Image_Caption
Segmentation
Semantic_Segmentation
Scene_Classification
Optimization
Knowledge
Self-Supervised
Pose
Classification
Detection
Object_Detection
PDF
2022-04-10
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data
Yu Kang, Tianqiao Liu, Hang Li, Yang Hao, Wenbiao Ding
arXiv_SD
arXiv_SD
Transformer
Embedding
Speech
Self-Supervised
Pose
Denoising
PDF
2022-04-10
Self-Supervised Video Representation Learning with Motion-Contrastive Perception
Jinyu Liu, Ying Cheng, Yuejie Zhang, Rui-Wei Zhao, Rui Feng
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-04-09
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization
Xiaochen Liu, Yu Bai, Jiawei Li, Yinan Hu, Yang Gao
arXiv_AI
arXiv_AI
Embedding
Self-Supervised
Few-Shot
Attention
Summarization
PDF
2022-04-09
Divergence-aware Federated Self-Supervised Learning
Weiming Zhuang, Yonggang Wen, Shuai Zhang
arXiv_AI
arXiv_AI
Knowledge
Self-Supervised
Pose
Attention
PDF
2022-04-08
Grounding Hindsight Instructions in Multi-Goal Reinforcement Learning for Robotics
Frank Röder, Manfred Eppe, Stefan Wermter
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Self-Supervised
Pose
Action
PDF
2022-04-08
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning
Salah Zaiem, Titouan Parcollet, Slim Essid
arXiv_SD
arXiv_SD
Embedding
Represenation_Learning
Speech
Self-Supervised
Pose
Contrastive_Learning
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
The Sillwood Technologies System for the VoiceMOS Challenge 2022
Jiameng Gao
arXiv_SD
arXiv_SD
Self-Supervised
Prediction
PDF
2022-04-08
Probabilistic Representations for Video Contrastive Learning
Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn
arXiv_CV
arXiv_CV
Embedding
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Video_Retrieval
PDF
2022-04-08
Spatiotemporal Augmentation on Selective Frequencies for Video Representation Learning
Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Action_Localization
Pose
Action_Recognition
Action
QA
PDF
2022-04-08
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning
Eesung Kim, Jae-Jin Jeon, Hyeji Seo, Hoon Kim
arXiv_CL
arXiv_CL
Transformer
Bert
Represenation_Learning
Speech
Self-Supervised
Pose
Classification
Relation
PDF
2022-04-07
Using Multiple Self-Supervised Tasks Improves Model Robustness
Matthew Lawhon, Chengzhi Mao, Junfeng Yang
arXiv_CV
arXiv_CV
Adversarial
Self-Supervised
Pose
PDF
2022-04-07
SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation
Yi Wei, Linqing Zhao, Wenzhao Zheng, Zheng Zhu, Yongming Rao, Guan Huang, Jiwen Lu, Jie Zhou
arXiv_CV
arXiv_CV
Transformer
3D
Self-Supervised
Pose
Action
Relation
Attention
Autonomous
PDF
2022-04-07
Zero-Shot Category-Level Object Pose Estimation
Walter Goodwin, Sagar Vaze, Ioannis Havoutis, Ingmar Posner
arXiv_CV
arXiv_CV
Transformer
3D
Zero-Shot
Pose_Estimation
Self-Supervised
Pose
Inference
PDF
2022-04-07
Self supervised learning for robust voice cloning
Konstantinos Klapsas, Nikolaos Ellinas, Karolos Nikitaras, Georgios Vamvoukakis, Panos Kakoulidis, Konstantinos Markopoulos, Spyros Raptis, June Sig Sung, Gunu Jho, Aimilios Chalamandaris, Pirros Tsiakoulis
arXiv_SD
arXiv_SD
Embedding
Speech
Self-Supervised
Pose
PDF
2022-04-07
MAESTRO: Matched Speech Text Representations through Modality Matching
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro Moreno, Ankur Bapna, Heiga Zen
arXiv_SD
arXiv_SD
Embedding
Recognition
Speech
Self-Supervised
Pose
Speech_Recognition
Language_Model
Prediction
Matching
PDF
2022-04-07
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
Ryandhimas E. Zezario, Szu-wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
arXiv_SD
arXiv_SD
Embedding
Transfer_Learning
Speech
Self-Supervised
Pose
Deep_Learning
Attention
Prediction
PDF
2022-04-07
DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores
Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee
arXiv_SD
arXiv_SD
Speech
Self-Supervised
Pose
Prediction
PDF
2022-04-06
Hierarchical Self-supervised Representation Learning for Movie Understanding
Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Prediction
PDF
2022-04-06
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN
Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei
arXiv_CV
arXiv_CV
Segmentation
3D
Adversarial
Self-Supervised
Pose
GAN
PDF
2022-04-06
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency
Zhiwu Qing, Shiwei Zhang, Ziyuan Huang, Yi Xu, Xiang Wang, Mingqian Tang, Changxin Gao, Rong Jin, Nong Sang
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-04-06
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation
Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee
arXiv_CL
arXiv_CL
Recognition
Weakly_Supervised
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-04-06
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity
Tejan Karmali, Abhinav Atrishi, Sai Sree Harsha, Susmit Agrawal, Varun Jampani, R. Venkatesh Babu
arXiv_CV
arXiv_CV
Self-Supervised
Classification
Detection
Prediction
PDF
2022-04-06
Can Self-Supervised Learning solve the problem of child speech recognition?
Rishabh Jain, Mariam Yiwere, Dan Bigioi, Peter Corcoran
arXiv_SD
arXiv_SD
Recognition
Speech
Self-Supervised
Deep_Learning
Speech_Recognition
Language_Model
PDF
2022-04-06
Federated Self-supervised Speech Representations: Are We There Yet?
Yan Gao, Javier Fernandez-Marques, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane
arXiv_SD
arXiv_SD
Speech
Self-Supervised
PDF
2022-04-06
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection
Umar Khalid, Ashkan Esmaeili, Nazmul Karim, Nazanin Rahnavard
arXiv_CV
arXiv_CV
Embedding
Adversarial
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Detection
PDF
2022-04-06
Structure-aware Protein Self-supervised Learning
Can Chen, Jingbo Zhou, Fan Wang, Xue Liu, Dejing Dou
arXiv_AI
arXiv_AI
Optimization
Represenation_Learning
Self-Supervised
Pose
Classification
Relation
Language_Model
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
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation
Dan Berrebbi, Jiatong Shi, Brian Yan, Osbel Lopez-Francisco, Jonathan D. Amith, Shinji Watanabe
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Pose
Deep_Learning
Speech_Recognition
PDF
2022-04-05
iSDF: Real-Time Neural Signed Distance Fields for Robot Perception
Joseph Ortiz, Alexander Clegg, Jing Dong, Edgar Sucar, David Novotny, Michael Zollhoefer, Mustafa Mukadam
arXiv_RO
arXiv_RO
Reconstruction
3D
Self-Supervised
Pose
Denoising
PDF
2022-04-05
Repeat after me: Self-supervised learning of acoustic-to-articulatory mapping by vocal imitation
Marc-Antoine Georges, Julien Diard, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber
arXiv_CL
arXiv_CL
Speech
Self-Supervised
Pose
PDF
2022-04-05
SNUG: Self-Supervised Neural Dynamic Garments
Igor Santesteban, Miguel A. Otaduy, Dan Casas
arXiv_CV
arXiv_CV
3D
Optimization
Self-Supervised
Pose
PDF
2022-04-05
Positive and Negative Critiquing for VAE-based Recommenders
Diego Antognini, Boi Faltings
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Action
Recommendation
PDF
2022-04-05
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022
Takaaki Saeki, Detai Xin, Wataru Nakata, Tomoki Koriyama, Shinnosuke Takamichi, Hiroshi Saruwatari
arXiv_SD
arXiv_SD
Speech
Self-Supervised
Pose
Prediction
PDF
2022-04-05
Dual-AI: Dual-path Action Interaction Learning for Group Activity Recognition
Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao
arXiv_CV
arXiv_CV
Transformer
Recognition
Self-Supervised
Pose
Action
Relation
Activity
PDF
2022-04-05
Automating Reinforcement Learning with Example-based Resets
Jigang Kim, J. Hyeon Park, Daesol Cho, H. Jin Kim
arXiv_RO
arXiv_RO
Reinforcement_Learning
Knowledge
Self-Supervised
Pose
Action
Autonomous
PDF
2022-04-05
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation
Jogendra Nath Kundu, Siddharth Seth, Anirudh Jamkhandi, Pradyumna YM, Varun Jampani, Anirban Chakraborty
arXiv_CV
arXiv_CV
3D
Pose_Estimation
Knowledge
Adversarial
Self-Supervised
Pose
Action
Relation
PDF
2022-04-04
Object Permanence Emerges in a Random Walk along Memory
Pavel Tokmakov, Allan Jabri, Jie Li, Adrien Gaidon
arXiv_CV
arXiv_CV
Self-Supervised
Pose
PDF
2022-04-04
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices
Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas Maier, Seung Hee Yang
arXiv_CL
arXiv_CL
Recognition
Bert
Speech
Self-Supervised
Speech_Recognition
PDF
2022-04-04
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition
Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas Maier, Seung Hee Yang
arXiv_CL
arXiv_CL
Recognition
Bert
Speech
Self-Supervised
Speech_Recognition
PDF
2022-04-04
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems
Marcely Zanon Boito, Laurent Besacier, Natalia Tomashenko, Yannick Estève
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Speech_Recognition
PDF
2022-04-04
GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment
Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Classification
PDF
2022-04-03
Distortion-Aware Self-Supervised 360{deg} Depth Estimation from A Single Equirectangular Projection Image
Yuya Hasegawa, Ikehata Satoshi, Kiyoharu Aizawa
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Quantitative
Prediction
PDF
2022-04-03
Exemplar Learning for Medical Image Segmentation
Qing En, Yuhong Guo
arXiv_CV
arXiv_CV
Segmentation
Embedding
Knowledge
Self-Supervised
Pose
GAN
Medical
PDF
2022-04-02
Single Image Internal Distribution Measurement Using Non-Local Variational Autoencoder
Yeahia Sarker, Abdullah-Al-Zubaer Imran, Md Hafiz Ahamed, Ripon K. Chakrabortty, Michael J. Ryan, Sajal K. Das
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Self-Supervised
Pose
Quantitative
Deep_Learning
PDF
2022-04-02
Mix-up Self-Supervised Learning for Contrast-agnostic Applications
Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Self-Supervised
Classification
Detection
Object_Detection
Attention
Medical
Image_Classification
Prediction
PDF
2022-04-02
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature
Chenpeng Du, Yiwei Guo, Xie Chen, Kai Yu
arXiv_SD
arXiv_SD
Reconstruction
Speech
Self-Supervised
Pose
Classification
GAN
PDF
2022-04-01
Simplicial Embeddings in Self-Supervised Learning and Downstream Classification
Samuel Lavoie, Christos Tsirigotis, Max Schwarzer, Kenji Kawaguchi, Ankit Vani, Aaron Courville
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Pose
Classification
PDF
2022-04-01
On the Importance of Asymmetry for Siamese Representation Learning
Xiao Wang, Haoqi Fan, Yuandong Tian, Daisuke Kihara, Xinlei Chen
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
PDF
2022-04-01
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation
Ali Hatamizadeh, Ziyue Xu, Dong Yang, Wenqi Li, Holger Roth, Daguang Xu
arXiv_AI
arXiv_AI
Transformer
Segmentation
3D
Represenation_Learning
Self-Supervised
Pose
Medical
CNN
PDF
2022-04-01
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation
Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe
arXiv_CL
arXiv_CL
Enhancement
Recognition
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-04-01
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge
Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
arXiv_CL
arXiv_CL
Transformer
Recognition
Knowledge
Speech
Self-Supervised
Emotion
Sentiment
Attention
Speech_Recognition
Prediction
PDF
2022-04-01
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition
Jingwei Yan, Jingjing Wang, Qiang Li, Chunmao Wang, Shiliang Pu
arXiv_CV
arXiv_CV
Embedding
Recognition
Inpainting
Weakly_Supervised
Self-Supervised
Pose
Action
Relation
Optical_Flow
PDF
2022-04-01
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
2022-04-01
Selecting task with optimal transport self-supervised learning for few-shot classification
Renjie Xu, Xinghao Yang, Baodi Liu, Kai Zhang, Weifeng Liu
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Classification
Few-Shot
Matching
PDF
2022-03-31
Curiosity Driven Self-supervised Tactile Exploration of Unknown Objects
Yujie Lu, Jianren Wang, Vikash Kumar
arXiv_RO
arXiv_RO
Reconstruction
3D
Self-Supervised
SLAM
Action
GAN
PDF
2022-03-31
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
PDF
2022-03-31
Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification
Yang Luo, Zhineng Chen, Xieping Gao
arXiv_CV
arXiv_CV
Reconstruction
Self-Supervised
Pose
Classification
Attention
Image_Classification
PDF
2022-03-31
Analyzing the factors affecting usefulness of Self-Supervised Pre-trained Representations for Speech Recognition
Lodagala V S V Durga Prasad, Ashish Seth, Sreyan Ghosh, S. Umesh
arXiv_SD
arXiv_SD
Recognition
Knowledge
Speech
Self-Supervised
Speech_Recognition
PDF
2022-03-31
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations
Lodagala V S V Durga Prasad, Sreyan Ghosh, S. Umesh
arXiv_SD
arXiv_SD
Represenation_Learning
Speech
Self-Supervised
Pose
Language_Model
PDF
2022-03-31
Semantic Pose Verification for Outdoor Visual Localization with Self-supervised Contrastive Learning
Semih Orhan, Jose J. Guerrero, Yalin Bastanlar
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-03-31
How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications
Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Saeed Sarfjoo, Petr Motlicek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Pose
Action
Few-Shot
Speech_Recognition
PDF
2022-03-31
Video-Text Representation Learning via Differentiable Weak Temporal Alignment
Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim
arXiv_CV
arXiv_CV
Embedding
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
2022-03-31
An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks
Kai-Wei Chang, Wei-Cheng Tseng, Shang-Wen Li, Hung-yi Lee
arXiv_SD
arXiv_SD
Speech
Self-Supervised
Classification
Language_Model
PDF
2022-03-31
CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR
Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding, Guanglu Wan
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-03-30
Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion
Jiachen Lian, Chunlei Zhang, Dong Yu
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Represenation_Learning
Speech
Self-Supervised
PDF
2022-03-30
MAE-AST: Masked Autoencoding Audio Spectrogram Transformer
Alan Baade, Puyuan Peng, David Harwath
arXiv_SD
arXiv_SD
Transformer
Speech
Self-Supervised
Pose
Classification
Attention
PDF
2022-03-30
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load
Gasser Elbanna, Alice Biryukov, Neil Scheidwasser-Clow, Lara Orlandic, Pablo Mainar, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
arXiv_SD
arXiv_SD
Represenation_Learning
Speech
Self-Supervised
Pose
Emotion
Detection
PDF
2022-03-30
Controllable Augmentations for Video Representation Learning
Rui Qian, Weiyao Lin, John See, Dian Li
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Relation
Video_Retrieval
PDF
2022-03-30
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs
Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Self-Supervised
Pose
Face
Quantitative
GAN
PDF
2022-03-30
AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift
Burak Yildiz, Seyran Khademi, Ronald Maria Siebes, Jan van Gemert
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Classification
Matching
PDF
2022-03-30
How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning
Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Trung X. Pham, Chang D. Yoo, In So Kweon
arXiv_AI
arXiv_AI
Self-Supervised
Contrastive_Learning
Attention
PDF
2022-03-30
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Sparse
Self-Supervised
Pose
Detection
Object_Detection
Autonomous
Matching
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
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation
Kuan Po Huang, Yu-Kuan Fu, Yu Zhang, Hung-yi Lee
arXiv_SD
arXiv_SD
Knowledge
Adversarial
Speech
Self-Supervised
Pose
PDF
2022-03-30
Self-supervised 360$^{circ}$ Room Layout Estimation
Hao-Wen Ting, Cheng Sun, Hwann-Tzong Chen
arXiv_CV
arXiv_CV
Sparse
Regularization
Self-Supervised
Pose
Prediction
PDF
2022-03-30
Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels
Jiwon Kim, Kwangrok Ryoo, Junyoung Seo, Gyuseong Lee, Daehwan Kim, Hansang Cho, Seungryong Kim
arXiv_CV
arXiv_CV
Self-Supervised
Prediction
PDF
2022-03-30
TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models
Ziqing Yang, Yiming Cui, Zhigang Chen
arXiv_CL
arXiv_CL
Transformer
Self-Supervised
Pose
Language_Model
PDF
2022-03-30
Fine-Grained Object Classification via Self-Supervised Pose Alignment
Xuhui Yang, Yaowei Wang, Ke Chen, Yong Xu, Yonghong Tian
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Self-Supervised
Pose
Classification
PDF
2022-03-29
Self-Supervised Leaf Segmentation under Complex Lighting Conditions
Xufeng Lin, Chang-Tsun Li, Scott Adams, Abbas Kouzani, Richard Jiang, Ligang He, Yongjian Hu, Michael Vernon, Egan Doeven, Lawrence Webb, Todd Mcclellan, Adam Guskic
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Attention
PDF
2022-03-29
Recent improvements of ASR models in the face of adversarial attacks
Raphael Olivier, Bhiksha Raj
arXiv_SD
arXiv_SD
Recognition
Optimization
Adversarial
Speech
Self-Supervised
Face
Speech_Recognition
PDF
2022-03-29
Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment
Mu Yang, Kevin Hirschi, Stephen D. Looney, Okim Kang, John H. L. Hansen
arXiv_CL
arXiv_CL
Recognition
Speech
Self-Supervised
Pose
Detection
Relation
PDF
2022-03-29
Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images
Ayush Tewari, Mallikarjun B R, Xingang Pan, Ohad Fried, Maneesh Agrawala, Christian Theobalt
arXiv_CV
arXiv_CV
3D
Regularization
Self-Supervised
Pose
GAN
PDF
2022-03-29
Autoregressive Co-Training for Learning Discrete Speech Representations
Sung-Lin Yeh, Hao Tang
arXiv_CL
arXiv_CL
Quantization
Bert
Speech
Self-Supervised
Pose
PDF
2022-03-29
LinkBERT: Pretraining Language Models with Document Links
Michihiro Yasunaga, Jure Leskovec, Percy Liang
arXiv_CL
arXiv_CL
Bert
Knowledge
Self-Supervised
Pose
Relation
Few-Shot
Medical
Language_Model
Prediction
QA
PDF
2022-03-29
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision
Kehong Gong, Bingbing Li, Jianfeng Zhang, Tao Wang, Jing Huang, Michael Bi Mi, Jiashi Feng, Xinchao Wang
arXiv_CV
arXiv_CV
3D
Pose_Estimation
Self-Supervised
Pose
PDF
2022-03-29
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li
arXiv_SD
arXiv_SD
Transformer
Embedding
Recognition
Bert
Represenation_Learning
Speech
Self-Supervised
Pose
Classification
Attention
Speech_Recognition
PDF
2022-03-29
On Metric Learning for Audio-Text Cross-Modal Retrieval
Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang
arXiv_SD
arXiv_SD
Embedding