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