Regularization

2021-05-17 Physics-informed attention-based neural network for solving non-linear partial differential equations Ruben Rodriguez-Torrado, Pablo Ruiz, Luis Cueto-Felgueroso, Michael Cerny Green, Tyler Friesen, Sebastien Matringe, Julian Togelius arXiv_AI arXiv_AI RNN Regularization Attention PDF
2021-05-15 A Cognitive Regularizer for Language Modeling Jason Wei, Clara Meister, Ryan Cotterell arXiv_CL arXiv_CL Regularization Action Language_Model PDF
2021-05-15 Regularized Deep Linear Discriminant Analysis Hongwei Chen, Wen Lu arXiv_CV arXiv_CV Regularization Pose PDF
2021-05-14 Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_CV arXiv_CV Segmentation Embedding 3D Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Action Contour Medical PDF
2021-05-14 Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification Seonghyeon Lee, Dongha Lee, Hwanjo Yu arXiv_AI arXiv_AI Embedding Bert Text_Classification Regularization Pose Classification PDF
2021-05-13 Dynamic View Synthesis from Dynamic Monocular Video Chen Gao, Ayush Saraf, Johannes Kopf, Jia-Bin Huang arXiv_CV arXiv_CV Unsupervised Regularization Pose Quantitative PDF
2021-05-12 Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Sayyed Mohammad Saeed Ehsani arXiv_CV arXiv_CV Regularization Knowledge Pose Classification PDF
2021-05-12 Accuracy-Privacy Trade-off in Deep Ensemble Shahbaz Rezaei, Zubair Shafiq, Xin Liu arXiv_AI arXiv_AI Regularization Pose Classification Inference Prediction PDF
2021-05-11 Joint Text and Label Generation for Spoken Language Understanding Yang Li, Ben Athiwaratkun, Cicero Nogueira dos Santos, Bing Xiang arXiv_CL arXiv_CL Regularization Knowledge Pose Classification Language_Model PDF
2021-05-11 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes, Jean Ponce, Yann LeCun arXiv_AI arXiv_AI Image_Caption Embedding Represenation_Learning Regularization Self-Supervised Relation PDF
2021-05-10 Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels Erik Englesson, Hossein Azizpour arXiv_CV arXiv_CV Regularization Pose PDF
2021-05-09 Binarized Weight Error Networks With a Transition Regularization Term Savas Ozkan, Gozde Bozdagi Akar arXiv_CV arXiv_CV Regularization Pose Classification PDF
2021-05-08 PCA Event-Based Otical Flow for Visual Odometry Mahmoud Z. Khairallah, Fabien Bonardi, David Roussel, Samia Bouchafa arXiv_CV arXiv_CV Regularization Pose Optical_Flow PDF
2021-05-07 Salient Objects in Clutter Deng-Ping Fan, Jing Zhang, Gang Xu, Ming-Ming Cheng, Ling Shao arXiv_CV arXiv_CV Enhancement Regularization Salient Self-Supervised Pose Detection Object_Detection PDF
2021-05-06 Reducing Streaming ASR Model Delay with Self Alignment Jaeyoung Kim, Han Lu, Anshuman Tripathi, Qian Zhang, Hasim Sak arXiv_AI arXiv_AI Regularization Speech Pose Prediction PDF
2021-05-06 Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods Jary Pomponi, Simone Scardapane, Aurelio Uncini arXiv_AI arXiv_AI Optimization Regularization Pose PDF
2021-05-05 Modulating Regularization Frequency for Efficient Compression-Aware Model Training Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Baeseong Park, Yongkweon Jeon arXiv_AI arXiv_AI Regularization PDF
2021-05-04 MLP-Mixer: An all-MLP Architecture for Vision Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy arXiv_AI arXiv_AI Transformer Regularization Classification Attention CNN Image_Classification Inference PDF
2021-05-04 Implicit Regularization in Deep Tensor Factorization Paolo Milanesi (QARMA), Hachem Kadri (LIS, QARMA, AMU SCI), Stéphane Ayache (QARMA), Thierry Artières (QARMA) arXiv_AI arXiv_AI Gradient_Descent Regularization PDF
2021-05-03 Initialization and Regularization of Factorized Neural Layers Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolò Fusi arXiv_AI arXiv_AI Unsupervised Gradient_Descent Optimization Regularization Knowledge Pose Deep_Learning Attention PDF
2021-05-03 Consistency and Monotonicity Regularization for Neural Knowledge Tracing Seewoo Lee, Youngduck Choi, Juneyoung Park, Byungsoo Kim, Jinwoo Shin arXiv_AI arXiv_AI Tracking Regularization Knowledge Pose Prediction PDF
2021-05-02 Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity Megi Isallari, Islem Rekik arXiv_CV arXiv_CV Embedding Super_Resolution Regularization Adversarial Pose CNN PDF
2021-05-01 JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David Firmin, Jennifer Keegan arXiv_CV arXiv_CV Segmentation 3D Optimization Regularization Adversarial Pose Relation Attention GAN PDF
2021-04-30 Deep learning with self-supervision and uncertainty regularization to count fish in underwater images Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera arXiv_AI arXiv_AI Regularization Self-Supervised Pose Action Deep_Learning Prediction PDF
2021-04-29 MinMaxCAM: Improving object coverage for CAM-basedWeakly Supervised Object Localization Kaili Wang, Jose Oramas, Tinne Tuytelaars arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose PDF
2021-04-29 Hand Gesture Recognition Based on a Nonconvex Regularization Jing Qin, Joshua Ashley, Biyun Xie arXiv_CV arXiv_CV Recognition Sparse Gesture Regularization Pose Action PDF
2021-04-29 Fine-grained Generalization Analysis of Vector-valued Learning Liang Wu, Antoine Ledent, Yunwen Lei, Marius Kloft arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Action Classification PDF
2021-04-29 Locality Constrained Analysis Dictionary Learning via K-SVD Algorithm Kun Jiang, Zhaoli Liu, Zheng Liu, Qindong Sun arXiv_CV arXiv_CV Sparse Regularization Pose Classification Image_Classification PDF
2021-04-28 Boosting Co-teaching with Compression Regularization for Label Noise Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A.K. Suykens arXiv_CV arXiv_CV Regularization Pose Classification Image_Classification PDF
2021-04-28 Re Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias Sunnie S. Y. Kim, Sharon Zhang, Nicole Meister, Olga Russakovsky arXiv_CV arXiv_CV Recognition Regularization Pose Quantitative PDF
2021-04-25 3D/2D regularized CNN feature hierarchy for Hyperspectral image classification Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano arXiv_CV arXiv_CV 3D Regularization Pose Classification CNN Image_Classification PDF
2021-04-25 Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST Khalid Youssef, Greg Schuette, Yubin Cai, Daisong Zhang, Yikun Huang, Yahya Rahmat-Samii, Louis-S. Bouchard arXiv_AI arXiv_AI Recognition RNN Regularization Speech Face Classification Deep_Learning Speech_Recognition CNN PDF
2021-04-25 How Well Self-Supervised Pre-Training Performs with Streaming Data? Dapeng Hu, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Alfred Shen, Jiashi Feng arXiv_CV arXiv_CV Represenation_Learning Regularization Self-Supervised PDF
2021-04-25 Quantization of Deep Neural Networks for Accurate EdgeComputing Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu arXiv_CV arXiv_CV Segmentation Quantization Recognition RNN Regularization Speech Pose Classification Speech_Recognition Medical CNN PDF
2021-04-24 Oriented Bounding Boxes for Small and Freely Rotated Objects Mohsen Zand, Ali Etemad, Michael Greenspan arXiv_CV arXiv_CV Regularization Pose Classification Detection Object_Detection Inference PDF
2021-04-23 Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection Xuefeng Li, Alan Blair arXiv_AI arXiv_AI Represenation_Learning Regularization Classification PDF
2021-04-22 Connecting Hamilton--Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors Jérôme Darbon, Gabriel P. Langlois, Tingwei Meng arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2021-04-22 Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network Janne Pylkkönen (1), Antti Ukkonen (1 and 2), Juho Kilpikoski (1), Samu Tamminen (1), Hannes Heikinheimo (1) ((1) Speechly, (2) Department of Computer Science, University of Helsinki, Finland) arXiv_CL arXiv_CL Recognition RNN Regularization Speech Pose Speech_Recognition Language_Model Prediction PDF
2021-04-21 Jacobian Regularization for Mitigating Universal Adversarial Perturbations Kenneth T. Co, David Martinez Rego, Emil C. Lupu arXiv_AI arXiv_AI Regularization Adversarial PDF
2021-04-21 Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair, Ruturaj G. Gavaskar, Kunal N. Chaudhury arXiv_CV arXiv_CV Reconstruction Optimization Regularization Knowledge PDF
2021-04-20 Class-Incremental Learning with Generative Classifiers Gido M. van de Ven, Zhe Li, Andreas S. Tolias arXiv_AI arXiv_AI Regularization Classification PDF
2021-04-20 SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim, Seunghyun Park, Jinkyu Kim, Jaekoo Lee arXiv_AI arXiv_AI Regularization Self-Supervised Pose Contrastive_Learning Deep_Learning PDF
2021-04-19 Adversarial Diffusion Attacks on Graph-based Traffic Prediction Models Lyuyi Zhu, Kairui Feng, Ziyuan Pu, Wei Ma arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning CNN Prediction PDF
2021-04-19 Contrastive Learning for Compact Single Image Dehazing Haiyan Wu, Yanyun Qu, Shaohui Lin, Jian Zhou, Ruizhi Qiao, Zhizhong Zhang, Yuan Xie, Lizhuang Ma arXiv_AI arXiv_AI Enhancement Regularization Pose Contrastive_Learning Deep_Learning PDF
2021-04-19 Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Segmentation Recognition RNN Regularization Speech Pose Attention Speech_Recognition PDF
2021-04-18 Deep Clustering with Measure Propagation Minhua Chen, Badrinath Jayakumar, Padmasundari Gopalakrishnan, Qiming Huang, Michael Johnston, Patrick Haffner arXiv_CL arXiv_CL Embedding Unsupervised Represenation_Learning Regularization Pose PDF
2021-04-18 Variational Weakly Supervised Sentiment Analysis with Posterior Regularization Ziqian Zeng, Yangqiu Song arXiv_AI arXiv_AI Weakly_Supervised Regularization Pose Sentiment Prediction PDF
2021-04-18 The hidden label-marginal biases of segmentation losses Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed arXiv_CV arXiv_CV Segmentation Regularization Pose Medical PDF
2021-04-18 Self-Supervised Pillar Motion Learning for Autonomous Driving Chenxu Luo, Xiaodong Yang, Alan Yuille arXiv_CV arXiv_CV Point_Cloud Regularization Self-Supervised Pose Autonomous PDF
2021-04-17 Learning from Noisy Labels for Entity-Centric Information Extraction Wenxuan Zhou, Muhao Chen arXiv_CL arXiv_CL Regularization Pose Action Inference Prediction PDF
2021-04-17 Visual Transformer Pruning Mingjian Zhu, Kai Han, Yehui Tang, Yunhe Wang arXiv_CV arXiv_CV Transformer Regularization Pose PDF
2021-04-17 TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Knowledge Knowledge_Graph Pose Inference PDF
2021-04-16 Semantic Image Matting Yanan Sun, Chi-Keung Tang, Yu-Wing Tai arXiv_CV arXiv_CV Image_Matting Regularization Pose Action Classification Prediction PDF
2021-04-15 See through Gradients: Image Batch Recovery via GradInversion Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Matching PDF
2021-04-14 Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network Guo-Wang Xie, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu arXiv_CV arXiv_CV Recognition Regularization Pose CNN PDF
2021-04-12 Learning from Executions for Semantic Parsing Bailin Wang, Mirella Lapata, Ivan Titov arXiv_CL arXiv_CL Regularization Knowledge Pose PDF
2021-04-12 Continual Learning for Text Classification with Information Disentanglement Based Regularization Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang arXiv_AI arXiv_AI Text_Classification Regularization Knowledge Pose Classification Prediction PDF
2021-04-12 Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search Kaicheng Yu, Rene Ranftl, Mathieu Salzmann arXiv_CV arXiv_CV NAS Regularization Relation PDF
2021-04-12 Intra-Class Uncertainty Loss Function for Classification He Zhu, Shan Yu arXiv_CV arXiv_CV Regularization Pose Classification Matching PDF
2021-04-11 Constructing Contrastive samples via Summarization for Text Classification with limited annotations Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji arXiv_CL arXiv_CL Text_Classification Represenation_Learning Regularization Pose Contrastive_Learning Classification Summarization PDF
2021-04-11 Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Matching PDF
2021-04-11 UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu arXiv_CL arXiv_CL Transformer Bert Text_Classification Regularization Pose Classification PDF
2021-04-10 Unified Source-Filter GAN: Unified Source-filter Network Based On Factorization of Quasi-Periodic Parallel WaveGAN Reo Yoneyama, Yi-Chiao Wu, Tomoki Toda arXiv_SD arXiv_SD Regularization Adversarial Speech Pose GAN PDF
2021-04-09 Relating Adversarially Robust Generalization to Flat Minima David Stutz, Matthias Hein, Bernt Schiele arXiv_CV arXiv_CV Regularization Adversarial Pose Relation PDF
2021-04-08 Affine-modeled video extraction from a single motion blurred image Daoyu Li, Liheng Bian, Jun Zhang arXiv_CV arXiv_CV Optimization Regularization Pose Action PDF
2021-04-08 Phoneme-based Distribution Regularization for Speech Enhancement Yajing Liu, Xiulian Peng, Zhiwei Xiong, Yan Lu arXiv_SD arXiv_SD Enhancement Recognition Regularization Speech Pose Classification Attention PDF
2021-04-08 Reconstructing Recognizable 3D Face Shapes based on 3D Morphable Models Diqiong Jiang, Yiwei Jin, Risheng Deng, Ruofeng Tong, Fanglue Zhang, Yukun Yai, Ming Tang arXiv_CV arXiv_CV Reconstruction Recognition 3D Regularization Pose Face Relation Face_Recognition PDF
2021-04-07 Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng, Lu Jiang, Ce Liu, Ming-Hsuan Yang, Weilong Yang arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2021-04-07 Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images Yanwen Li, Luyang Luo, Huangjing Lin, Hao Chen, Pheng-Ann Heng arXiv_CV arXiv_CV Segmentation Unsupervised Regularization Knowledge Pose PDF
2021-04-07 Learning robust speech representation with an articulatory-regularized variational autoencoder Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber arXiv_CL arXiv_CL Reconstruction Regularization Speech Denoising PDF
2021-04-07 FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen arXiv_CL arXiv_CL Transformer Recognition RNN Regularization Speech Pose Speech_Recognition Inference Prediction PDF
2021-04-06 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Optimization Regularization Pose CNN Autonomous PDF
2021-04-06 MirrorNeRF: One-shot Neural Portrait RadianceField from Multi-mirror Catadioptric Imaging Ziyu Wang, Liao Wang, Fuqiang Zhao, Minye Wu, Lan Xu, Jingyi Yu arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose PDF
2021-04-06 Shapley Explanation Networks Rui Wang, Xiaoqian Wang, David I. Inouye arXiv_AI arXiv_AI Regularization Pose PDF
2021-04-06 Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning Boyu Yang, Mingbao Lin, Binghao Liu, Mengying Fu, Chang Liu, Rongrong Ji, Qixiang Ye arXiv_CV arXiv_CV Regularization Pose Few-Shot PDF
2021-04-06 Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee arXiv_CL arXiv_CL Embedding Recognition Regularization Speech Pose Speech_Recognition Inference PDF
2021-04-06 Dissecting User-Perceived Latency of On-Device E2E Speech Recognition Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL Recognition Regularization Speech Pose Speech_Recognition PDF
2021-04-04 Information-theoretic regularization for Multi-source Domain Adaptation Geon Yeong Park, Sang Wan Lee arXiv_AI arXiv_AI Regularization Adversarial PDF
2021-04-03 Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization Edgar A. Bernal arXiv_CV arXiv_CV Optimization Regularization Pose GAN PDF
2021-04-03 Topological Regularization for Graph Neural Networks Augmentation Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Regularization Pose PDF
2021-04-02 Self-supervised Video Representation Learning by Context and Motion Decoupling Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin arXiv_AI arXiv_AI Recognition Represenation_Learning Regularization Self-Supervised Action_Recognition Action Prediction Video_Retrieval Matching PDF
2021-04-01 Fast DCTTS: Efficient Deep Convolutional Text-to-Speech Minsu Kang, Jihyun Lee, Simin Kim, Injung Kim arXiv_AI arXiv_AI Regularization Speech Pose CNN PDF
2021-04-01 Improved Image Generation via Sparse Modeling Roy Ganz, Michael Elad arXiv_CV arXiv_CV Sparse Regularization Adversarial Deep_Learning GAN CNN PDF
2021-04-01 Optimization Algorithm for Feedback and Feedforward Policies towards Robot Control Robust to Sensing Failures Taisuke Kobayashi, Kenta Yoshizawa arXiv_RO arXiv_RO Reinforcement_Learning Optimization Regularization Knowledge Pose Inference PDF
2021-04-01 EfficientNetV2: Smaller Models and Faster Training Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV NAS Regularization Pose CNN PDF
2021-03-31 Analysis on Image Set Visual Question Answering Abhinav Khattar, Aviral Joshi, Har Simrat Singh, Pulkit Goel, Rohit Prakash Barnwal arXiv_CV arXiv_CV Bert Regularization Adversarial VQA QA PDF
2021-03-31 Learning by Aligning Videos in Time Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV Embedding Represenation_Learning Regularization Self-Supervised Pose Action Classification PDF
2021-03-31 Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization Daoping Zhang, Lok Ming Lui arXiv_CV arXiv_CV Segmentation 3D Regularization Pose PDF
2021-03-31 Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks Shun-Yi Pan, Cheng-You Lu, Shih-Po Lee, Wen-Hsiao Peng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose CNN PDF
2021-03-30 Multilayer Graph Clustering with Optimized Node Embedding Mireille El Gheche, Pascal Frossard arXiv_AI arXiv_AI Embedding Optimization Sparse Regularization Pose PDF
2021-03-30 Learning monocular 3D reconstruction of articulated categories from motion Filippos Kokkinos, Iasonas Kokkinos arXiv_CV arXiv_CV Reconstruction 3D Optimization Regularization Pose Face PDF
2021-03-30 Improving robustness against common corruptions with frequency biased models Tonmoy Saikia, Cordelia Schmid, Thomas Brox arXiv_CV arXiv_CV Regularization Pose Face Classification Detection Object_Detection PDF
2021-03-29 Flow-based Kernel Prior with Application to Blind Super-Resolution Jingyun Liang, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Super_Resolution Optimization Regularization Pose GAN PDF
2021-03-29 Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry Sam L. Polk, James M. Murphy arXiv_CV arXiv_CV Regularization PDF
2021-03-29 Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen arXiv_CV arXiv_CV Surveillance Person_Re-identification Recognition Gait_Recognition Regularization Knowledge Re-identification Inference Prediction Matching PDF
2021-03-29 Capsule Network is Not More Robust than Convolutional Network Jindong Gu, Volker Tresp, Han Hu arXiv_CV arXiv_CV Reconstruction Regularization Pose Classification CNN Image_Classification PDF
2021-03-29 Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions Xuan Cheng, Tianshu Xie, Xiaomin Wang, Qifeng Weng, Minghui Liu, Jiali Deng, Ming Liu arXiv_CV arXiv_CV Regularization Pose Classification Detection CNN Image_Classification PDF
2021-03-28 Noise Injection-based Regularization for Point Cloud Processing Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Regularization Pose Classification PDF
2021-03-27 Continuous Conditional Generative Adversarial Networks with Generator Regularization Yufeng Zheng, Yunkai Zhang, Zeyu Zheng arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2021-03-26 Training a Better Loss Function for Image Restoration Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk arXiv_CV arXiv_CV Super_Resolution Restoration Regularization Pose Denoising PDF
2021-03-26 DivAug: Plug-in Automated Data Augmentation with Explicit Diversity Maximization Zirui Liu, Haifeng Jin, Ting-Hsiang Wang, Kaixiong Zhou, Xia Hu arXiv_CV arXiv_CV Unsupervised Regularization Pose Relation PDF
2021-03-26 Continual Speaker Adaptation for Text-to-Speech Synthesis Hamed Hemati, Damian Borth arXiv_CL arXiv_CL Regularization Speech Pose PDF
2021-03-26 Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation Dohun Lim, Hyeonseok Lee, Sungchan Kim arXiv_CV arXiv_CV Regularization Salient Adversarial Pose Prediction PDF
2021-03-25 I^3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors Chaoqi Chen, Zebiao Zheng, Yue Huang, Xinghao Ding, Yizhou Yu arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection Matching PDF
2021-03-25 Recent Advances in Large Margin Learning Yiwen Guo, Changshui Zhang arXiv_CV arXiv_CV Regularization Survey Classification PDF
2021-03-24 Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis arXiv_CL arXiv_CL Regularization Pose Action PDF
2021-03-24 Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Self-Supervised Pose PDF
2021-03-24 Jo-SRC: A Contrastive Approach for Combating Noisy Labels Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang arXiv_CV arXiv_CV Regularization Knowledge Pose Contrastive_Learning Prediction PDF
2021-03-24 MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang, Dayan Guan, Shijian Lu, Aoran Xiao arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Adversarial Relation PDF
2021-03-24 Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution Baoli Sun, Xinchen Ye, Baopu Li, Haojie Li, Zhihui Wang, Rui Xu arXiv_CV arXiv_CV Super_Resolution Regularization Knowledge Pose Action Prediction PDF
2021-03-24 Beyond Visual Attractiveness: Physically Plausible Single Image HDR Reconstruction for Spherical Panoramas Wei Wei, Li Guan, Yue Liu, Hao Kang, Haoxiang Li, Ying Wu, Gang Hua arXiv_CV arXiv_CV Reconstruction Regularization Pose Deep_Learning Prediction PDF
2021-03-23 Gradient Regularized Contrastive Learning for Continual Domain Adaptation Shixiang Tang, Peng Su, Dapeng Chen, Wanli Ouyang arXiv_CV arXiv_CV Regularization Pose Contrastive_Learning Classification PDF
2021-03-23 Spatio-Temporal Sparsification for General Robust Graph Convolution Networks Mingming Lu, Ya Zhang arXiv_AI arXiv_AI Sparse Regularization Adversarial Pose Deep_Learning Attention PDF
2021-03-22 Channel Scaling: A Scale-and-Select Approach for Transfer Learning Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Medical CNN PDF
2021-03-22 Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification Antonio Carta, Andrea Cossu, Federico Errica, Davide Bacciu arXiv_AI arXiv_AI Represenation_Learning Regularization Classification PDF
2021-03-22 Alleviate Exposure Bias in Sequence Prediction with Recurrent Neural Networks Liping Yuan, Jiangtao Feng, Xiaoqing Zheng, Xuanjing Huang arXiv_CL arXiv_CL RNN Regularization Pose Prediction PDF
2021-03-22 PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation Wai Ting Cheung, Gyeongsu Chae arXiv_CV arXiv_CV Inpainting Regularization Knowledge Self-Supervised Pose Relation PDF
2021-03-19 Tf-GCZSL: Task-Free Generalized Continual Zero-Shot Learning Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram arXiv_AI arXiv_AI Zero-Shot Regularization Knowledge Pose PDF
2021-03-19 Training image classifiers using Semi-Weak Label Data Anxiang Zhang, Ankit Shah, Bhiksha Raj arXiv_CV arXiv_CV Regularization Pose PDF
2021-03-18 Refining Neural Networks with Compositional Explanations Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren arXiv_CL arXiv_CL Text_Classification Regularization Knowledge Pose Action Classification Relation Inference PDF
2021-03-18 Smoothing and Shrinking the Sparse Seq2Seq Search Space Ben Peters, André F. T. Martins arXiv_CL arXiv_CL Transformer Sparse Regularization Pose PDF
2021-03-18 Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training Saurabh Sahu, Palash Goyal arXiv_CV arXiv_CV Transformer Video_Caption Regularization Adversarial Pose Quantitative Attention PDF
2021-03-16 Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen arXiv_CL arXiv_CL Recognition Represenation_Learning Regularization Pose Action Deep_Learning Detection Relation Relation_Extraction CNN Prediction PDF
2021-03-16 Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Prediction PDF
2021-03-16 Invertible Residual Network with Regularization for Effective Medical Image Segmentation Kashu Yamazaki, Vidhiwar Singh Rathour, T.Hoang Ngan Le arXiv_CV arXiv_CV Segmentation 3D Regularization Pose Medical CNN PDF
2021-03-16 Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee, Eunji Kim, Sungroh Yoon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Regularization Adversarial Classification PDF
2021-03-15 Multi-view Subword Regularization Xinyi Wang, Sebastian Ruder, Graham Neubig arXiv_CL arXiv_CL Segmentation Regularization Pose Prediction PDF
2021-03-15 Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich arXiv_SD arXiv_SD Regularization Adversarial Speech Pose GAN PDF
2021-03-12 Privacy Regularization: Joint Privacy-Utility Optimization in Language Models Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim arXiv_CL arXiv_CL Optimization Regularization Language_Model PDF
2021-03-12 Multiview Sensing With Unknown Permutations: An Optimal Transport Approach Yanting Ma, Petros T. Boufounos, Hassan Mansour, Shuchin Aeron arXiv_CV arXiv_CV Regularization PDF
2021-03-12 Self-Feature Regularization: Self-Feature Distillation Without Teacher Models Wenxuan Fan, Zhenyan Hou arXiv_CV arXiv_CV Regularization Knowledge Pose Inference PDF
2021-03-11 Intraclass clustering: an implicit learning ability that regularizes DNNs Carbonnelle Simon, Christophe De Vleeschouwer arXiv_AI arXiv_AI Regularization PDF
2021-03-11 Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Wei Chen, Michael Lew arXiv_CV arXiv_CV Regularization Pose CNN PDF
2021-03-10 Advancing Trajectory Optimization with Approximate Inference: Exploration, Covariance Control and Adaptive Risk Joe Watson, Jan Peters arXiv_RO arXiv_RO Optimization Regularization Inference PDF
2021-03-10 Quantization-Guided Training for Compact TinyML Models Sedigh Ghamari, Koray Ozcan, Thu Dinh, Andrey Melnikov, Juan Carvajal, Jan Ernst, Sek Chai arXiv_CV arXiv_CV Quantization Regularization Pose Detection QA PDF
2021-03-09 Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images Devavrat Tomar, Lin Zhang, Tiziano Portenier, Orcun Goksel arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Quantitative PDF
2021-03-09 Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Regularization PDF
2021-03-09 Self-supervised Regularization for Text Classification Meng Zhou, Zechen Li, Pengtao Xie arXiv_CL arXiv_CL Unsupervised Text_Classification Regularization Self-Supervised Pose Classification PDF
2021-03-09 Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation Yaxin Shi, Xiaowei Zhou, Ping Liu, Ivor Tsang arXiv_CV arXiv_CV Reconstruction Regularization Pose GAN Prediction PDF
2021-03-08 Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Jizong Peng, Marco Pedersoli, Christian Desrosiers arXiv_CV arXiv_CV Image_Caption Segmentation Embedding Regularization Pose Deep_Learning Medical PDF
2021-03-08 Consistency Regularization for Adversarial Robustness Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin arXiv_AI arXiv_AI Regularization Adversarial Pose PDF
2021-03-08 Unveiling the Potential of Structure-Preserving for Weakly Supervised Object Localization Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu arXiv_CV arXiv_CV Weakly_Supervised Regularization Pose Classification Relation CNN PDF
2021-03-07 Estimating and Improving Fairness with Adversarial Learning Xiaoxiao Li, Ziteng Cui, Yifan Wu, Li Gu, Tatsuya Harada arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Deep_Learning Medical PDF
2021-03-06 High Perceptual Quality Image Denoising with a Posterior Sampling CGAN Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar arXiv_CV arXiv_CV Regularization Adversarial Pose Deep_Learning Denoising GAN PDF
2021-03-06 Efficient Continual Adaptation for Generative Adversarial Networks Sakshi Varshney, Vinay Kumar Verma, Lawrence Carin, Piyush Rai arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2021-03-05 OperA: Attention-Regularized Transformers for Surgical Phase Recognition Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong Tae Kim, Benjamin Busam, Nassir Navab arXiv_AI arXiv_AI Transformer Recognition Regularization Attention Summarization PDF
2021-03-05 Cycle Self-Training for Domain Adaptation Hong Liu, Jianmin Wang, Mingsheng Long arXiv_CV arXiv_CV Unsupervised Recognition Regularization Pose Sentiment PDF
2021-03-05 Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin, Jian Ren, Oliver J. Woodford, Jiazhuo Wang, Geng Yuan, Yanzhi Wang, Sergey Tulyakov arXiv_CV arXiv_CV Regularization Knowledge Adversarial Pose GAN PDF
2021-03-05 Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo arXiv_CL arXiv_CL Regularization Self-Supervised Pose Sentiment Attention Prediction PDF
2021-03-04 Toward Robust Long Range Policy Transfer Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng, Min Sun arXiv_AI arXiv_AI Regularization Pose Action PDF
2021-03-03 Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Attention PDF
2021-03-03 Sparsity Aware Normalization for GANs Idan Kligvasser, Tomer Michaeli arXiv_CV arXiv_CV Sparse Regularization Adversarial Pose GAN CNN PDF
2021-03-03 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning Abulikemu Abuduweili, Xingjian Li, Humphrey Shi, Cheng-Zhong Xu, Dejing Dou arXiv_CV arXiv_CV Transfer_Learning Regularization Knowledge Pose PDF
2021-03-03 Group-wise Inhibition based Feature Regularization for Robust Classification Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Attention CNN PDF
2021-03-02 EnD: Entangling and Disentangling deep representations for bias correction Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto arXiv_AI arXiv_AI Regularization Pose Detection PDF
2021-03-02 A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic arXiv_CV arXiv_CV Quantization Regularization Pose Classification CNN Image_Classification PDF
2021-03-02 Learning with Hyperspherical Uniformity Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller arXiv_CV arXiv_CV Regularization Pose Action Relation PDF
2021-03-01 Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis Mahsa Paknezhad, Cuong Phuc Ngo, Amadeus Aristo Winarto, Alistair Cheong, Beh Chuen Yang, Wu Jiayang, Lee Hwee Kuan arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning Prediction PDF
2021-03-01 LocalDrop: A Hybrid Regularization for Deep Neural Networks Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama arXiv_AI arXiv_AI Regularization Pose CNN PDF
2021-02-28 Towards Continual, Online, Unsupervised Depth Muhammad Umar Karim Khan arXiv_AI arXiv_AI Unsupervised Regularization Pose Action Deep_Learning PDF
2021-02-27 Deep Active Shape Model for Face Alignment and Pose Estimation Ali Pourramezan Fard, Hojjat Abdollahi, Mohammad Mahoor arXiv_CV arXiv_CV Facial_Landmark Pose_Estimation Regularization Pose Face Detection CNN PDF
2021-02-25 Robust Pollen Imagery Classification with Generative Modeling and Mixup Training Jaideep Murkute arXiv_CV arXiv_CV Recognition Regularization Pose Classification Deep_Learning CNN Image_Classification Prediction PDF
2021-02-25 Visualizing MuZero Models Joery A. de Vries, Ken S. Voskuil, Thomas M. Moerland, Aske Plaat arXiv_AI arXiv_AI Embedding Reinforcement_Learning Regularization Pose Action PDF
2021-02-23 Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation Xiaoyang Qu, Jianzong Wang, Jing Xiao arXiv_AI arXiv_AI Regularization Knowledge Adversarial Prediction PDF
2021-02-22 Action Redundancy in Reinforcement Learning Nir Baram, Guy Tennenholtz, Shie Mannor arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Action PDF
2021-02-22 Approximation of dilation-based spatial relations to add structural constraints in neural networks Mateus Riva, Pietro Gori, Florian Yger, Roberto Cesar, Isabelle Bloch arXiv_AI arXiv_AI Recognition Regularization Pose Action Relation PDF
2021-02-21 Do Generative Models Know Disentanglement? Contrastive Learning is All You Need Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng arXiv_AI arXiv_AI Unsupervised Regularization Pose Contrastive_Learning GAN PDF
2021-02-20 On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning Ren Wang, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Chuang Gan, Meng Wang arXiv_AI arXiv_AI Regularization Adversarial Pose Contrastive_Learning Few-Shot PDF
2021-02-20 Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation Zeju Li, Konstantinos Kamnitsas, Ben Glocker arXiv_CV arXiv_CV Segmentation Regularization Adversarial Pose PDF
2021-02-20 SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolution Networks Haimin Zhang, Min Xu arXiv_CV arXiv_CV Regularization CNN PDF
2021-02-19 Implicit Regularization in Tensor Factorization Noam Razin, Asaf Maman, Nadav Cohen arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Quantitative Deep_Learning PDF
2021-02-18 Generative Speech Coding with Predictive Variance Regularization W. Bastiaan Kleijn, Andrew Storus, Michael Chinen, Tom Denton, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Hengchin Yeh arXiv_SD arXiv_SD Regularization Speech PDF
2021-02-18 Fuzzy clustering algorithms with distance metric learning and entropy regularization Sara Ines Rizo Rodriguez, Francisco de Assis Tenorio de Carvalho arXiv_AI arXiv_AI Segmentation Recognition Regularization Pose Relation PDF
2021-02-18 Random Projections for Improved Adversarial Robustness Ginevra Carbone, Guido Sanguinetti, Luca Bortolussi arXiv_AI arXiv_AI Regularization Adversarial Pose Prediction PDF
2021-02-17 Muddling Labels for Regularization, a novel approach to generalization Karim Lounici, Katia Meziani, Benjamin Riu arXiv_AI arXiv_AI Gradient_Descent Regularization Relation Prediction PDF
2021-02-17 Time Matters in Using Data Augmentation for Vision-based Deep Reinforcement Learning Byungchan Ko, Jungseul Ok arXiv_AI arXiv_AI Reinforcement_Learning OCR Regularization Pose PDF
2021-02-16 SiMaN: Sign-to-Magnitude Network Binarization Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Fei Chao, Mingliang Xu, Chia-Wen Lin, Ling Shao arXiv_AI arXiv_AI Optimization Regularization PDF
2021-02-15 Posterior-Aided Regularization for Likelihood-Free Inference Dongjun Kim, Kyungwoo Song, Seungjae Shin, Wanmo Kang, Il-Chul Moon arXiv_AI arXiv_AI Regularization Pose Inference PDF
2021-02-15 Plug-and-Play external and internal priors for image restoration Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani arXiv_CV arXiv_CV Restoration Optimization Regularization Pose Medical CNN PDF
2021-02-15 Generating Structured Adversarial Attacks Using Frank-Wolfe Method Ehsan Kazemi, Thomas Kerdreux, Liquang Wang arXiv_AI arXiv_AI Optimization Regularization Adversarial Pose Classification PDF
2021-02-14 Model-Agnostic Graph Regularization for Few-Shot Learning Ethan Shen, Maria Brbic, Nicholas Monath, Jiaqi Zhai, Manzil Zaheer, Jure Leskovec arXiv_CV arXiv_CV Optimization Regularization Knowledge Knowledge_Graph Pose Classification Relation Few-Shot PDF
2021-02-12 PAC-BUS: Meta-Learning Bounds via PAC-Bayes and Uniform Stability Alec Farid, Anirudha Majumdar arXiv_AI arXiv_AI Regularization Classification PDF
2021-02-11 Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation Harris Partaourides, Andreas Voskou, Dimitrios Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas arXiv_CV arXiv_CV Regularization Pose PDF
2021-02-10 Learning to Enhance Visual Quality via Hyperspectral Domain Mapping Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang arXiv_CV arXiv_CV Enhancement Restoration Regularization Pose Deep_Learning PDF
2021-02-09 Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Medical Image_Classification PDF
2021-02-08 Concepts, Properties and an Approach for Compositional Generalization Yuanpeng Li arXiv_AI arXiv_AI Regularization PDF
2021-02-08 Multi-level Distance Regularization for Deep Metric Learning Yonghyun Kim, Wonpyo Park arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2021-02-07 SeReNe: Sensitivity based Regularization of Neurons for Structured Sparsity in Neural Networks Enzo Tartaglione, Andrea Bragagnolo, Francesco Odierna, Attilio Fiandrotti, Marco Grangetto arXiv_AI arXiv_AI Sparse Regularization Activity PDF
2021-02-05 Robust Single-step Adversarial Training with Regularizer Lehui Xie, Yaopeng Wang, Jia-Li Yin, Ximeng Liu arXiv_AI arXiv_AI Embedding Gradient_Descent Regularization Adversarial Pose PDF
2021-02-05 Intermediate Loss Regularization for CTC-based Speech Recognition Jaesong Lee, Shinji Watanabe arXiv_CL arXiv_CL Recognition Regularization Speech Pose Classification Speech_Recognition Inference Language_Model PDF
2021-02-03 Regularization Strategy for Point Cloud via Rigidly Mixed Sample Dogyoon Lee, Jaeha Lee, Junhyeop Lee, Hyeongmin Lee, Minhyeok Lee, Sungmin Woo, Sangyoun Lee arXiv_CV arXiv_CV Point_Cloud Regularization Pose Classification PDF
2021-02-03 Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie arXiv_CV arXiv_CV Regularization Pose VQA Attention Prediction QA PDF
2021-02-02 Keep the Gradients Flowing: Using Gradient Flow to Study Sparse Network Optimization Kale-ab Tessera, Sara Hooker, Benjamin Rosman arXiv_CV arXiv_CV Optimization Sparse Regularization Pose PDF
2021-02-02 Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning Kai Cui, Heinz Koeppl arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2021-02-02 Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification Peng Yao, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao, Benjamin Kaffenberger, Ronald X. Xu arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Detection CNN Inference PDF
2021-02-01 An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction Andreas Kofler, Markus Haltmeier, Tobias Schaeffter, Christoph Kolbitsch arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose CNN PDF
2021-02-01 Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang arXiv_CV arXiv_CV Regularization Knowledge Pose PDF
2021-01-31 Nonlinear Evolutionary PDE-Based Refinement of Optical Flow Hirak Doshi, N. Uday Kiran arXiv_CV arXiv_CV Regularization Pose Optical_Flow PDF
2021-01-31 Mixup Regularized Adversarial Networks for Multi-Domain Text Classification Yuan Wu, Diana Inkpen, Ahmed El-Roby arXiv_CL arXiv_CL Text_Classification Regularization Review Adversarial Pose Action Classification Prediction Matching PDF
2021-01-30 A fast method for simultaneous reconstruction and segmentation in X-ray CT application Yiqiu Dong, Chunlin Wu, Shi Yan arXiv_CV arXiv_CV Reconstruction Segmentation Regularization Pose Classification PDF
2021-01-30 Semi-supervised Sound Event Detection using Random Augmentation and Consistency Regularization Xiaofei Li arXiv_SD arXiv_SD Regularization Deep_Learning Detection Attention Prediction PDF
2021-01-29 Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency Samarth Mishra, Kate Saenko, Venkatesh Saligrama arXiv_CV arXiv_CV Regularization Adversarial Prediction PDF
2021-01-28 Domain Adaptation by Topology Regularization Deborah Weeks, Samuel Rivera arXiv_CV arXiv_CV Transfer_Learning Recognition Regularization Knowledge Adversarial Pose Deep_Learning CNN PDF
2021-01-27 An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term Einav Yogev-Ofer, Tom Tirer, Raja Giryes arXiv_CV arXiv_CV Super_Resolution Optimization Regularization Pose Relation Denoising PDF
2021-01-27 Puzzle-CAM: Improved localization via matching partial and full features Sanhyun Jo, In-Jae Yu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Regularization Pose Matching PDF
2021-01-26 Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising Xiangyu Xu, Muchen Li, Wenxiu Sun, Ming-Hsuan Yang arXiv_AI arXiv_AI Regularization Pose Denoising PDF
2021-01-25 DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction Yiming Luo, Zhenxing Mi, Wenbing Tao arXiv_CV arXiv_CV Reconstruction Point_Cloud Regularization Pose Face Relation Prediction PDF
2021-01-25 Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization Arnaud Boutillon, Bhushan Borotikar, Christelle Pons, Valérie Burdin, Pierre-Henri Conze arXiv_CV arXiv_CV Segmentation Regularization Adversarial Pose Deep_Learning Prediction PDF
2021-01-25 Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Cheng Xie, Hongxin Xiang, Ting Zeng, Yun Yang, Beibei Yu, Qing Liu arXiv_CV arXiv_CV Embedding Zero-Shot Regularization Knowledge Pose Face Classification Image_Classification PDF
2021-01-24 Meta-Regularization by Enforcing Mutual-Exclusiveness Edwin Pan, Pankaj Rajak, Shubham Shrivastava arXiv_AI arXiv_AI Optimization Regularization Pose Classification Prediction PDF
2021-01-23 Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer James Smith, Jonathan Balloch, Yen-Chang Hsu, Zsolt Kira arXiv_CV arXiv_CV Regularization Knowledge Detection Relation PDF
2021-01-23 Adaptively Sparse Regularization for Blind Image Restoration Ningshan Xu arXiv_CV arXiv_CV Restoration Sparse Regularization Pose PDF
2021-01-22 Selfish Sparse RNN Training Shiwei Liu, Decebal Constantin Mocanu, Yulong Pei, Mykola Pechenizkiy arXiv_AI arXiv_AI Sparse RNN Regularization Pose CNN Inference PDF
2021-01-22 Knowledge Graph Completion with Text-aided Regularization Tong Chen, Sirou Zhu, Yiming Wen, Zhaomin Zheng arXiv_CL arXiv_CL Embedding Regularization Knowledge Knowledge_Graph Relation Prediction PDF
2021-01-22 Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization Niankai Cheng, Hua Huang, Lei Zhang, Lizhi Wang arXiv_CV arXiv_CV Reconstruction 3D Optimization Regularization Pose Relation Attention PDF
2021-01-21 Expectation-Maximization Regularized DeepLearning for Weakly Supervised Tumor Segmentation for Glioblastoma Chao Li, Wenjian Huang, Xi Chen, Yiran Wei, Stephen J. Price, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Deep_Learning Prediction PDF
2021-01-21 Regularization via deep generative models: an analysis point of view Thomas Oberlin, Mathieu Verm arXiv_CV arXiv_CV Inpainting Super_Resolution Regularization Pose PDF
2021-01-21 MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes Jinhai Yang, Hua Yang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Deep_Learning PDF
2021-01-21 MoG-QSM: Model-based Generative Adversarial Deep Learning Network for Quantitative Susceptibility Mapping Ruimin Feng, Jiayi Zhao, He Wang, Baofeng Yang, Jie Feng, Yuting Shi, Ming Zhang, Chunlei Liu, Yuyao Zhang, Jie Zhuang, Hongjiang Wei arXiv_CV arXiv_CV Regularization Adversarial Pose Quantitative Deep_Learning Relation GAN CNN PDF
2021-01-19 The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Li Fuxin arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Regularization PDF
2021-01-18 Secrets of 3D Implicit Object Shape Reconstruction in the Wild Shivam Duggal, Zihao Wang, Wei-Chiu Ma, Sivabalan Manivasagam, Justin Liang, Shenlong Wang, Raquel Urtasun arXiv_CV arXiv_CV Reconstruction 3D Optimization Sparse Regularization PDF
2021-01-17 Energy-based Dropout in Restricted Boltzmann Machines: Why not go random Mateus Roder, Gustavo H. de Rosa, Victor Hugo C. de Albuquerque, André L. D. Rossi, João P. Papa arXiv_AI arXiv_AI Reconstruction Recognition Regularization Knowledge Pose Deep_Learning PDF
2021-01-16 SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon arXiv_CV arXiv_CV Regularization Self-Supervised Contrastive_Learning PDF
2021-01-15 In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah arXiv_CV arXiv_CV Regularization Pose Classification Prediction PDF
2021-01-15 Learning Invariant Representation for Continual Learning Ghada Sokar, Decebal Constantin Mocanu, Mykola Pechenizkiy arXiv_AI arXiv_AI Regularization Knowledge Pose Face Inference PDF
2021-01-14 Neural networks behave as hash encoders: An empirical study Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao arXiv_AI arXiv_AI Regularization Classification Deep_Learning PDF
2021-01-13 Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun arXiv_CV arXiv_CV Segmentation Transfer_Learning Regularization Pose Classification Detection Object_Detection Image_Classification Prediction PDF
2021-01-12 Stabilizing Differentiable Architecture Search via Perturbation-based Regularization Xiangning Chen, Cho-Jui Hsieh arXiv_CV arXiv_CV NAS Regularization Adversarial Pose PDF
2021-01-11 Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin arXiv_CL arXiv_CL Reinforcement_Learning Regularization Pose Text_Generation Language_Model PDF
2021-01-10 Semantic Segmentation of Remote Sensing Images with Sparse Annotations Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Sparse Regularization Pose Relation CNN PDF
2021-01-09 Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization Sheng Zhong, Shifu Zhou (Agora.io) arXiv_CV arXiv_CV Super_Resolution Regularization Adversarial Pose GAN PDF
2021-01-06 Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Deep_Learning PDF
2021-01-05 AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu Pham, Quoc V. Le arXiv_AI arXiv_AI Transformer Recognition Regularization Pose Language_Model PDF
2021-01-05 PointCutMix: Regularization Strategy for Point Cloud Classification Jinlai Zhang, Lvjie Chen, Bo Ouyang, Binbin Liu, Jihong Zhu, Yujing Chen, Yanmei Meng, Danfeng Wu arXiv_CV arXiv_CV Point_Cloud 3D Regularization Classification Attention PDF
2021-01-04 Derivative-Free Policy Optimization for Risk-Sensitive and Robust Control Design: Implicit Regularization and Sample Complexity Kaiqing Zhang, Xiangyuan Zhang, Bin Hu, Tamer Başar arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Attention PDF
2021-01-04 Minimizing L1 over L2 norms on the gradient Chao Wang, Min Tao, Chen-Nee Chuah, James Nagy, Yifei Lou arXiv_CV arXiv_CV Reconstruction Regularization Pose Medical PDF
2021-01-02 Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing Benjamin Maschler, Thi Thu Huong Pham, Michael Weyrich arXiv_AI arXiv_AI Regularization Knowledge Detection PDF
2021-01-01 Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Lingsheng Kong arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Regularization Knowledge Classification Image_Classification Prediction PDF
2021-01-01 Improved Neural Network based Plant Diseases Identification Ginni Garg, Mantosh Biswas arXiv_CV arXiv_CV Regularization Knowledge Pose PDF
2020-12-31 Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos Zhi-Qin Zhan, Huazhu Fu, Yan-Yao Yang, Jingjing Chen, Jie Liu, Yu-Gang Jiang arXiv_CV arXiv_CV Regularization Pose Deep_Learning Detection Attention Medical Inference PDF
2020-12-31 Incremental Embedding Learning via Zero-Shot Translation Kun Wei, Cheng Deng, Xu Yang, Maosen Li arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Image_Retrieval Regularization Knowledge Pose Face Classification Deep_Learning Relation Face_Recognition PDF
2020-12-30 Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong arXiv_CV arXiv_CV Unsupervised Enhancement Regularization Adversarial Pose Image_Enhancement Quantitative Attention GAN PDF
2020-12-29 Parzen Window Approximation on Riemannian Manifold Abhishek, Shekhar Verma arXiv_CV arXiv_CV Regularization Pose Classification PDF
2020-12-26 Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification Yongxing Dai, Jun Liu, Yan Bai, Zekun Tong, Ling-Yu Duan arXiv_CV arXiv_CV Person_Re-identification Unsupervised Regularization Pose Re-identification PDF
2020-12-26 EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs Ayaan Haque arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Attention GAN PDF
2020-12-24 Improving the Certified Robustness of Neural Networks via Consistency Regularization Mengting Xu, Tao Zhang, Zhongnian Li, Wei Shao, Daoqiang Zhang arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2020-12-23 Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li arXiv_CV arXiv_CV Regularization Pose Quantitative Relation PDF
2020-12-22 Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning Armen Aghajanyan, Luke Zettlemoyer, Sonal Gupta arXiv_CL arXiv_CL Gradient_Descent Bert Regularization Language_Model PDF
2020-12-22 Predicting Online Video Advertising Effects with Multimodal Deep Learning Jun Ikeda, Hiroyuki Seshime, Xueting Wang, Toshihiko Yamasaki arXiv_CV arXiv_CV Regularization Pose Deep_Learning Relation Attention Prediction PDF
2020-12-22 Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Zhifeng Hao, Di Lv, Zijian Li, Ruichu Cai, Wen Wen, Boyan Xu arXiv_CL arXiv_CL Embedding Recognition Regularization Pose PDF
2020-12-20 Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks Jayendra Kantipudi, Shiv Ram Dubey, Soumendu Chakraborty arXiv_AI arXiv_AI Regularization Pose Action Classification CNN Image_Classification PDF
2020-12-19 Learning by Fixing: Solving Math Word Problems with Weak Supervision Yining Hong, Qing Li, Daniel Ciao, Siyuan Haung, Song-Chun Zhu arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2020-12-18 Regularized Attentive Capsule Network for Overlapped Relation Extraction Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao arXiv_CL arXiv_CL Regularization Salient Knowledge Pose Action Relation Relation_Extraction Attention PDF
2020-12-17 A new semi-supervised self-training method for lung cancer prediction Kelvin Shak, Mundher Al-Shabi, Andrea Liew, Boon Leong Lan, Wai Yee Chan, Kwan Hoong Ng, Maxine Tan arXiv_CV arXiv_CV Regularization Classification Detection CNN Prediction PDF
2020-12-17 Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang arXiv_CV arXiv_CV Unsupervised 3D Pose_Estimation Regularization Knowledge Pose Prediction PDF
2020-12-17 MASKER: Masked Keyword Regularization for Reliable Text Classification Seung Jun Moon, Sangwoo Mo, Kimin Lee, Jaeho Lee, Jinwoo Shin arXiv_CL arXiv_CL Bert Text_Classification Regularization Pose Classification Detection Sentiment Inference Language_Model Prediction PDF
2020-12-16 Neural Pruning via Growing Regularization Huan Wang, Can Qin, Yulun Zhang, Yun Fu arXiv_AI arXiv_AI Regularization Pose Attention PDF
2020-12-16 Multi-Task Learning in Diffractive Deep Neural Networks via Hardware-Software Co-design Yingjie Li, Ruiyang Chen, Berardi Sensale Rodriguez, Weilu Gao, Cunxi Yu arXiv_AI arXiv_AI Regularization Pose Action Deep_Learning PDF
2020-12-16 Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang arXiv_CL arXiv_CL Regularization Pose Action Relation Relation_Extraction Medical Inference PDF
2020-12-15 Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization Valerio Perrone, Huibin Shen, Aida Zolic, Iaroslav Shcherbatyi, Amr Ahmed, Tanya Bansal, Michele Donini, Fela Winkelmolen, Rodolphe Jenatton, Jean Baptiste Faddoul, Barbara Pogorzelska, Miroslav Miladinovic, Krishnaram Kenthapadi, Matthias Seeger, Cédric Archambeau arXiv_AI arXiv_AI OCR Optimization Regularization Pose PDF
2020-12-15 Class-incremental Learning with Rectified Feature-Graph Preservation Cheng-Hsun Lei, Yi-Hsin, Wen-Hsiao Peng, Wei-Chen Chiu arXiv_CV arXiv_CV Regularization Knowledge Pose Classification PDF
2020-12-15 Hypothesis Disparity Regularized Mutual Information Maximization Qicheng Lao, Xiang Jiang, Mohammad Havaei arXiv_CV arXiv_CV Unsupervised Transfer_Learning Optimization Regularization Knowledge Pose Relation Prediction PDF
2020-12-14 Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Medical Image_Classification Prediction PDF
2020-12-14 Soft Q Network Jingbin Liu, Shuai Liu, Xinyang Gu arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2020-12-13 Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV Segmentation Regularization Pose CNN Prediction PDF
2020-12-13 Attentional Biased Stochastic Gradient for Imbalanced Classification Qi Qi, Yi Xu, Rong Jin, Wotao Yin, Tianbao Yang arXiv_CV arXiv_CV Optimization Regularization Knowledge Pose Action Classification Deep_Learning Attention PDF
2020-12-12 Normalized Label Distribution: Towards Learning Calibrated, Adaptable and Efficient Activation Maps Utkarsh Uppal, Bharat Giddwani arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Inference PDF
2020-12-11 Regularizing Action Policies for Smooth Control with Reinforcement Learning Siddharth Mysore, Bassel Mabsout, Renato Mancuso, Kate Saenko arXiv_RO arXiv_RO Reinforcement_Learning Regularization Action Drone PDF
2020-12-11 Unsupervised deep learning for individualized brain functional network identification Hongming Li, Yong Fan arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose Deep_Learning CNN Inference PDF
2020-12-11 Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations Wang Yifan, Shihao Wu, Cengiz Oztireli, Olga Sorkine-Hornung arXiv_CV arXiv_CV Reconstruction Point_Cloud 3D Optimization Regularization Pose Face Quantitative PDF
2020-12-11 Superpixel Segmentation Based on Spatially Constrained Subspace Clustering Hua Li, Yuheng Jia, Runmin Cong, Wenhui Wu, Sam Kwong, Chuanbo Chen arXiv_CV arXiv_CV Segmentation Regularization Knowledge Pose Quantitative Relation PDF
2020-12-11 Intrinsic Temporal Regularization for High-resolution Human Video Synthesis Lingbo Yang, Zhanning Gao, Peiran Ren, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Regularization Pose Action PDF
2020-12-10 Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning Paola Cascante-Bonilla, Fuwen Tan, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV Regularization Self-Supervised PDF
2020-12-10 Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI Olivier Rukundo arXiv_CV arXiv_CV Segmentation Regularization Deep_Learning PDF
2020-12-09 Convex Regularization Behind Neural Reconstruction Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John Pauly arXiv_CV arXiv_CV Reconstruction Optimization Regularization Denoising Medical CNN Prediction PDF
2020-12-08 Conditional Generation of Medical Images via Disentangled Adversarial Inference Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao arXiv_CV arXiv_CV Unsupervised Regularization Adversarial Self-Supervised Pose GAN Medical Inference PDF
2020-12-08 A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D Models Mohammed Hassanin, Nour Moustafa, Murat Tahtali arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning CNN Prediction PDF
2020-12-08 Planet cartography with neural learned regularization A. Asensio Ramos, E. Pallé arXiv_CV arXiv_CV Regularization Pose Face Deep_Learning Detection PDF
2020-12-08 Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence Siyue Yu, Bingfeng Zhang, Jimin Xiao, Eng Gee Lim arXiv_CV arXiv_CV Weakly_Supervised Sparse Regularization Salient Pose Detection Object_Detection Attention PDF
2020-12-08 Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Classification Image_Classification Prediction PDF
2020-12-08 Learning to Generate Content-Aware Dynamic Detectors Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xi Li, Xian-sheng Hua arXiv_CV arXiv_CV Regularization Knowledge Pose Detection Object_Detection PDF
2020-12-07 Efficient Nonlinear RX Anomaly Detectors José A. Padrón Hidalgo, Adrián Pérez-Suay, Fatih Nar, Gustau Camps-Valls arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection PDF
2020-12-07 The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics Yael Ben-Guigui, Jacob Goldberger, Tammy Riklin-Raviv arXiv_CV arXiv_CV Segmentation Regularization Pose Classification Detection Medical PDF
2020-12-07 Learned Block Iterative Shrinkage Thresholding Algorithm for Photothermal Super Resolution Imaging Samim Ahmadi, Jan Christian Hauffen, Linh Kästner, Peter Jung, Giuseppe Caire, Mathias Ziegler arXiv_AI arXiv_AI Reconstruction Super_Resolution Optimization Sparse Regularization Pose PDF
2020-12-07 Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell arXiv_AI arXiv_AI Regularization Pose PDF
2020-12-06 Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation Aadarsh Sahoo, Rameswar Panda, Rogerio Feris, Kate Saenko, Abir Das arXiv_CV arXiv_CV Regularization Pose Attention PDF
2020-12-06 Cross-Layer Distillation with Semantic Calibration Defang Chen, Jian-Ping Mei, Yuan Zhang, Can Wang, Zhe Wang, Yan Feng, Chun Chen arXiv_AI arXiv_AI Regularization Knowledge Pose Attention PDF
2020-12-06 Online Adaptation for Consistent Mesh Reconstruction in the Wild Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz arXiv_CV arXiv_CV Reconstruction 3D Regularization Self-Supervised Pose Inference PDF
2020-12-06 Maximum Entropy Subspace Clustering Network Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang arXiv_CV arXiv_CV Sparse Regularization Pose Quantitative Deep_Learning PDF
2020-12-04 Offset Curves Loss for Imbalanced Problem in Medical Segmentation Ngan Le, Trung Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savides arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Regularization Pose Deep_Learning Contour Attention Medical PDF
2020-12-03 Multi-mode Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion Haijin Zeng, Sheng Liu, Jifeng Ning arXiv_CV arXiv_CV Restoration Regularization Pose Denoising PDF
2020-12-03 Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization Kien Do, Truyen Tran, Svetha Venkatesh arXiv_AI arXiv_AI Regularization Pose Classification Inference Prediction PDF
2020-12-02 PatchmatchNet: Learned Multi-View Patchmatch Stereo Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys arXiv_CV arXiv_CV 3D Regularization PDF
2020-12-02 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu arXiv_CV arXiv_CV Recognition Represenation_Learning Regularization Pose Contrastive_Learning Action_Recognition Action PDF
2020-12-02 A Self-Supervised Feature Map Augmentation Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs Nikhil Kapoor, Chun Yuan, Jonas Löhdefink, Roland Zimmermann, Serin Varghese, Fabian Hüger, Nico Schmidt, Peter Schlicht, Tim Fingscheidt arXiv_AI arXiv_AI Regularization Self-Supervised Pose Classification CNN Image_Classification PDF
2020-12-02 Efficient Depth Completion Using Learned Bases Yiran Zhong, Yuchao Dai, Hongdong Li arXiv_CV arXiv_CV Sparse Regularization Pose PDF
2020-12-02 Tensor Completion via Few-shot Convolutional Sparse Coding Zhebin Wu, Chuan Chen, Cong Liu, Zibin Zheng arXiv_CV arXiv_CV Sparse Regularization Pose Quantitative Few-Shot CNN PDF
2020-12-01 Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach Minyoung Kim, Ricardo Guerrero, Vladimir Pavlovic arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2020-11-30 A Few Guidelines for Incremental Few-Shot Segmentation Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Few-Shot PDF
2020-11-30 FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Pose PDF
2020-11-30 SelectScale: Mining More Patterns from Images via Selective and Soft Dropout Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang arXiv_CV arXiv_CV Recognition Regularization Pose Classification CNN PDF
2020-11-29 Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks Pengtao Xu, Jian Cao, Fanhua Shang, Wenyu Sun, Pu Li arXiv_CV arXiv_CV Sparse Regularization Pose CNN Inference PDF
2020-11-28 Deep Learning for Regularization Prediction in Diffeomorphic Image Registration Jian Wang, Miaomiao Zhang arXiv_CV arXiv_CV 3D Regularization Deep_Learning CNN Prediction PDF
2020-11-28 Curvature Regularization to Prevent Distortion in Graph Embedding Hongbin Pei, Bingzhe Wei, Kevin Chen-Chuan Chang, Chunxu Zhang, Bo Yang arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2020-11-27 Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Tom Drummond, Zongyuan Ge arXiv_CV arXiv_CV Segmentation Regularization Adversarial Pose Classification Detection GAN Medical PDF
2020-11-27 A study of traits that affect learnability in GANs Niladri Shekhar Dutt, Sunil Patel arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2020-11-27 Regularizing Recurrent Neural Networks via Sequence Mixup Armin Karamzade, Amir Najafi, Seyed Abolfazl Motahari arXiv_CL arXiv_CL Recognition RNN Regularization Pose PDF
2020-11-26 Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko arXiv_CV arXiv_CV Regularization Pose VQA QA PDF
2020-11-26 Joint Reconstruction and Calibration using Regularization by Denoising Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov arXiv_CV arXiv_CV Reconstruction Regularization Knowledge Pose Denoising PDF
2020-11-26 Learning from Simulation, Racing in Reality Eugenio Chisari, Alexander Liniger, Alisa Rupenyan, Luc Van Gool, John Lygeros arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action Autonomous PDF
2020-11-26 Regularization with Latent Space Virtual Adversarial Training Genki Osada, Budrul Ahsan, Revoti Prasad Bora, Takashi Nishide arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Image_Classification PDF
2020-11-26 Multi-view Depth Estimation using Epipolar Spatio-Temporal Network Xiaoxiao Long, Lingjie Liu, Wei Li, Christian Theobalt, Wenping Wang arXiv_CV arXiv_CV Transformer Reconstruction 3D Regularization Relation Matching PDF
2020-11-26 Omni-GAN: On the Secrets of cGANs and Beyond Peng Zhou, Lingxi Xie, Bingbing Ni, Qi Tian arXiv_AI arXiv_AI Regularization Adversarial Classification GAN PDF
2020-11-25 Effective Sample Pair Generation for Ultrasound Video Contrastive Representation Learning Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan arXiv_AI arXiv_AI Represenation_Learning Regularization Pose Contrastive_Learning Medical PDF
2020-11-25 Deformable Neural Radiance Fields Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, Ricardo-Martin Brualla arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2020-11-25 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Han Zhang, Colin Raffel arXiv_CV arXiv_CV Regularization Prediction PDF
2020-11-25 Delving Deep into Label Smoothing Chang-Bin Zhang, Peng-Tao Jiang, Qibin Hou, Yunchao Wei, Qi Han, Zhen Li, Ming-Ming Cheng arXiv_CV arXiv_CV Regularization Pose Classification Prediction PDF
2020-11-25 CellSegmenter: unsupervised representation learning and instance segmentation of modular images Luca D'Alessio, Mehrtash Babadi arXiv_CV arXiv_CV Reconstruction Segmentation Unsupervised Represenation_Learning Regularization Pose CNN Inference PDF
2020-11-24 Constraint Based Refinement of Optical Flow Hirak Doshi, N. Uday Kiran arXiv_CV arXiv_CV Bert Regularization Optical_Flow PDF
2020-11-24 Energy-Based Models for Continual Learning Shuang Li, Yilun Du, Gido M. van de Ven, Antonio Torralba, Igor Mordatch arXiv_AI arXiv_AI Regularization PDF
2020-11-24 Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon arXiv_AI arXiv_AI Regularization Pose Classification Inference PDF
2020-11-23 AlphaMatch: Improving Consistency for Semi-supervised Learning with Alpha-divergence Chengyue Gong, Dilin Wang, Qiang Liu arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2020-11-23 Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games Tyler Malloy, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, Chris R. Sims arXiv_AI arXiv_AI Reinforcement_Learning Regularization PDF
2020-11-23 Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang, David Crandall arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Action_Recognition Action PDF
2020-11-23 CoMatch: Semi-supervised Learning with Contrastive Graph Regularization Junnan Li, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV Embedding Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning PDF
2020-11-23 Stable Weight Decay Regularization Zeke Xie, Issei Sato, Masashi Sugiyama arXiv_AI arXiv_AI Gradient_Descent Regularization Pose Deep_Learning PDF
2020-11-22 End-to-End Differentiable 6DoF Object Pose Estimation with Local and Global Constraints Anshul Gupta, Joydeep Medhi, Aratrik Chattopadhyay, Vikram Gupta arXiv_CV arXiv_CV Pose_Estimation Regularization Pose Action PDF
2020-11-20 DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval Eunju Cha, Chanseok Lee, Mooseok Jang, Jong Chul Ye arXiv_CV arXiv_CV Reconstruction Unsupervised Regularization Knowledge Pose Deep_Learning GAN PDF
2020-11-20 ScalarFlow: A Large-Scale Volumetric Data Set of Real-world Scalar Transport Flows for Computer Animation and Machine Learning Marie-Lena Eckert, Kiwon Um, Nils Thuerey arXiv_CV arXiv_CV Reconstruction Regularization Pose PDF
2020-11-20 Edge Adaptive Hybrid Regularization Model For Image Deblurring Jie Chen (1), Tingting Zhang (1), Tieyong Zeng (2), Qiyu Jin (1) ((1) School of Mathematical Science, Inner Mongolia University, Hohhot, China (2) Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong, China) arXiv_CV arXiv_CV Reconstruction Regularization Pose PDF
2020-11-20 Certified Monotonic Neural Networks Xingchao Liu, Xing Han, Na Zhang, Qiang Liu arXiv_AI arXiv_AI Regularization Pose PDF
2020-11-19 FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation Yair Kittenplon, Yonina C. Eldar, Dan Raviv arXiv_CV arXiv_CV 3D Regularization Self-Supervised Pose Relation Prediction PDF
2020-11-18 Contextual Fusion For Adversarial Robustness Aiswarya Akumalla, Seth Haney, Maksim Bazhenov arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2020-11-18 Explicitly Learning Topology for Differentiable Neural Architecture Search Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang arXiv_CV arXiv_CV NAS Regularization Pose Action PDF
2020-11-18 Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification Weitao Wan, Jiansheng Chen, Cheng Yu, Tong Wu, Yuanyi Zhong, Ming-Hsuan Yang arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Detection Image_Classification PDF
2020-11-17 Deep Active Surface Models Udaranga Wickramasinghe, Graham Knott, Pascal Fua arXiv_CV arXiv_CV Reconstruction Segmentation 3D Regularization Pose Face Contour CNN PDF
2020-11-16 A New Similarity Space Tailored for Supervised Deep Metric Learning Pedro H. Barros, Fabiane Queiroz, Flavio Figueredo, Jefersson A. dos Santos, Heitor S. Ramos arXiv_CV arXiv_CV Regularization Pose Quantitative PDF
2020-11-16 Tucker decomposition-based Temporal Knowledge Graph Completion Pengpeng Shao, Guohua Yang, Dawei Zhang, Jianhua Tao, Feihu Che, Tong Liu arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Prediction PDF
2020-11-16 Gram Regularization for Multi-view 3D Shape Retrieval Zhaoqun Li arXiv_CV arXiv_CV 3D Regularization Pose Deep_Learning PDF
2020-11-14 Sparsity-Inducing Optimal Control via Differential Dynamic Programming Traiko Dinev, Wolfgang Merkt, Vladimir Ivan, Ioannis Havoutis, Sethu Vijayakumar arXiv_RO arXiv_RO Sparse Regularization PDF
2020-11-14 Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Classification Prediction PDF
2020-11-13 Learning to Drop: Robust Graph Neural Network via Topological Denoising Dongsheng Luo, Wei Cheng, Wenchao Yu, Bo Zong, Jingchao Ni, Haifeng Chen, Xiang Zhang arXiv_AI arXiv_AI Regularization Pose Classification Denoising Prediction PDF
2020-11-13 SALAD: Self-Assessment Learning for Action Detection Guillaume Vaudaux-Ruth, Adrien Chan-Hon-Tong, Catherine Achard arXiv_AI arXiv_AI Regularization Action_Localization Action Detection Activity PDF
2020-11-13 Low-activity supervised convolutional spiking neural networks applied to speech commands recognition Thomas Pellegrini, Romain Zimmer, Timothée Masquelier arXiv_SD arXiv_SD Recognition Sparse Regularization Speech Activity CNN PDF
2020-11-12 Adversarial Robustness Against Image Color Transformation within Parametric Filter Space Zhengyu Zhao, Zhuoran Liu, Martha Larson arXiv_CV arXiv_CV Segmentation Enhancement Regularization Adversarial Pose Action PDF
2020-11-12 Neural Abstract Reasoner Victor Kolev, Bogdan Georgiev, Svetlin Penkov arXiv_AI arXiv_AI Regularization Action Inference PDF
2020-11-12 Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks Zhe Xu, Jiangpeng Yan, Jie Luo, William Wells, Xiu Li, Jayender Jagadeesan arXiv_CV arXiv_CV Unsupervised Regularization Knowledge Pose Deep_Learning PDF
2020-11-11 Multiscale Attention Guided Network for COVID-19 Detection Using Chest X-ray Images Jingxiong Li, Yaqi Wang, Shuai Wang, Jun Wang, Jun Liu, Qun Jin, Lingling Sun arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Detection Attention Prediction PDF
2020-11-11 Semi-supervised Sparse Representation with Graph Regularization for Image Classification Hongfeng Li arXiv_CV arXiv_CV Optimization Sparse Regularization Pose Classification Image_Classification Prediction PDF
2020-11-09 Scaling Hidden Markov Language Models Justin T. Chiu, Alexander M. Rush arXiv_CL arXiv_CL Regularization Pose Inference Language_Model PDF
2020-11-09 Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation Erik Stammes, Tom F.H. Runia, Michael Hofmann, Mohsen Ghafoorian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Salient Adversarial Pose Classification Attention Prediction PDF
2020-11-07 Bridging the Performance Gap between FGSM and PGD Adversarial Training Tianjin Huang, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy arXiv_CV arXiv_CV Regularization Adversarial Pose Deep_Learning PDF
2020-11-06 A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong, Xiaowei Yang, Lifang He arXiv_CV arXiv_CV 3D Sparse Regularization Pose Quantitative Denoising Matching PDF
2020-11-05 Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD Scene_Classification Regularization Pose Classification PDF
2020-11-05 Domain Adaptation Using Class Similarity for Robust Speech Recognition Han Zhu, Jiangjiang Zhao, Yuling Ren, Li Wang, Pengyuan Zhang arXiv_CL arXiv_CL Recognition Regularization Knowledge Speech Pose Speech_Recognition PDF
2020-11-05 Center-wise Local Image Mixture For Contrastive Representation Learning Hao Li, Xiaopeng Zhang, Ruoyu Sun, Hongkai Xiong, Qi Tian arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose Contrastive_Learning PDF
2020-11-05 Deep Active Learning with Augmentation-based Consistency Estimation SeulGi Hong, Heonjin Ha, Junmo Kim, Min-Kook Choi arXiv_CV arXiv_CV Regularization Pose Quantitative Classification Deep_Learning Image_Classification PDF
2020-11-05 Disentangling Latent Space for Unsupervised Semantic Face Editing Kanglin Liu, Gaofeng Cao, Fei Zhou, Bozhi Liu, Jiang Duan, Guoping Qiu arXiv_CV arXiv_CV Unsupervised Regularization Face GAN PDF
2020-11-04 Filter Pruning using Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks Kakeru Mitsuno, Takio Kurita arXiv_CV arXiv_CV Sparse Regularization Pose Classification CNN PDF
2020-11-04 DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search Yushuo Guan, Ning Liu, Pengyu Zhao, Zhengping Che, Kaigui Bian, Yanzhi Wang, Jian Tang arXiv_CV arXiv_CV NAS Optimization Regularization Knowledge Pose CNN PDF
2020-11-04 A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor Segmentation Chenggang Lyu, Hai Shu arXiv_CV arXiv_CV Segmentation Regularization Pose Attention PDF
2020-11-03 StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization Ahmed Mustafa, Nicola Pia, Guillaume Fuchs arXiv_SD arXiv_SD Reconstruction Regularization Adversarial Speech Pose GAN PDF
2020-11-03 Layer-Wise Multi-View Learning for Neural Machine Translation Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu arXiv_CL arXiv_CL Regularization Pose Inference Prediction PDF
2020-11-01 Pseudo-Bidirectional Decoding for Local Sequence Transduction Wangchunshu Zhou, Tao Ge, Ke Xu arXiv_CL arXiv_CL OCR Regularization Pose PDF
2020-10-31 DL-Reg: A Deep Learning Regularization Technique using Linear Regression Maryam Dialameh, Ali Hamzeh, Hossein Rahmani arXiv_AI arXiv_AI Regularization Pose Deep_Learning PDF
2020-10-31 Learning Open Set Network with Discriminative Reciprocal Points Guangyao Chen, Limeng Qiao, Yemin Shi, Peixi Peng, Jia Li, Tiejun Huang, Shiliang Pu, Yonghong Tian arXiv_CV arXiv_CV Recognition Regularization Pose Action PDF
2020-10-31 Differentially Private ADMM Algorithms for Machine Learning Tao Xu, Fanhua Shang, Yuanyuan Liu, Hongying Liu, Longjie Shen, Maoguo Gong arXiv_AI arXiv_AI Regularization Pose Relation PDF
2020-10-30 Joint Masked CPC and CTC Training for ASR Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, Gabriel Synnaeve arXiv_CL arXiv_CL Unsupervised Recognition Regularization Speech Self-Supervised Classification Speech_Recognition PDF
2020-10-30 Unsupervised Monocular Depth Learning in Dynamic Scenes Hanhan Li, Ariel Gordon, Hang Zhao, Vincent Casser, Anelia Angelova arXiv_CV arXiv_CV Unsupervised 3D Sparse Regularization Knowledge Prediction PDF
2020-10-30 What's in a Loss Function for Image Classification? Simon Kornblith, Honglak Lee, Ting Chen, Mohammad Norouzi arXiv_CV arXiv_CV Regularization Classification Image_Classification Prediction PDF
2020-10-30 The Mathematical Foundations of Manifold Learning Luke Melas-Kyriazi arXiv_AI arXiv_AI Regularization PDF
2020-10-30 Time regularization as a solution to mitigate quantization induced performance degradation Bas Kieft, S. Hassan HosseinNia, Niranjan Saikumar arXiv_RO arXiv_RO Quantization Regularization PDF
2020-10-30 Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen arXiv_CL arXiv_CL Embedding Regularization Knowledge Pose Action Relation Few-Shot PDF
2020-10-29 Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising Lennart Husvogt (1 and 2), Stefan B. Ploner (1), Siyu Chen (2), Daniel Stromer (1, 2), Julia Schottenhamml (1), A. Yasin Alibhai (3), Eric Moult (2), Nadia K. Waheed (3), James G. Fujimoto (2), Andreas Maier (1) ((1) Friedrich-Alexander-Universität Erlangen-Nürnberg Germany, (2) Massachusetts Institute of Technology USA, (3) Tufts School of Medicine USA) arXiv_CV arXiv_CV Reconstruction Regularization Pose Denoising PDF
2020-10-29 A Novel Fast 3D Single Image Super-Resolution Algorithm Nwigbo Kenule Tuador, Duong Hung Pham, Jérôme Michetti, Adrian Basarab, Denis Kouamé arXiv_CV arXiv_CV Reconstruction Super_Resolution 3D Regularization Pose PDF
2020-10-29 Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Deep_Learning Image_Classification PDF
2020-10-28 Data Agnostic Filter Gating for Efficient Deep Networks Xiu Su, Shan You, Tao Huang, Hongyan Xu, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu arXiv_CV arXiv_CV Sparse Regularization Pose PDF
2020-10-26 Developing Univariate Neurodegeneration Biomarkers with Low-Rank and Sparse Subspace Decomposition Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J Caselli, Eric M Reiman, Yalin Wang arXiv_CV arXiv_CV 3D Sparse Regularization Pose Face PDF
2020-10-26 Deep Low-rank plus Sparse Network for Dynamic MR Imaging Wenqi Huang, Ziwen Ke, Zhuo-Xu Cui, Jing Cheng, Zhilang Qiu, Sen Jia, Yanjie Zhu, Dong Liang arXiv_CV arXiv_CV Reconstruction Optimization Sparse Regularization Pose Deep_Learning PDF
2020-10-26 Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen arXiv_CL arXiv_CL Regularization Pose Action Deep_Learning Sentiment PDF
2020-10-26 Structural Prior Driven Regularized Deep Learning for Sonar Image Classification Isaac D. Gerg, Vishal Monga arXiv_CV arXiv_CV Recognition Regularization Knowledge Classification Deep_Learning CNN Image_Classification PDF
2020-10-24 Efficiently Mitigating Classification Bias via Transfer Learning Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren arXiv_CL arXiv_CL Transfer_Learning Regularization Adversarial Speech Pose Classification Prediction PDF
2020-10-24 Improving the generalization of network based relative pose regression: dimension reduction as a regularizer Xiaqing Ding, Yue Wang, Li Tang, Yanmei Jiao, Rong Xiong arXiv_CV arXiv_CV Reconstruction 3D Pose_Estimation Regularization Pose Relation Matching PDF
2020-10-23 Posterior Differential Regularization with f-divergence for Improving Model Robustness Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao arXiv_CL arXiv_CL Bert Regularization Adversarial Pose PDF
2020-10-23 Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification Linyi Yang, Eoin M. Kenny, Tin Lok James Ng, Yi Yang, Barry Smyth, Ruihai Dong arXiv_AI arXiv_AI Transformer Text_Classification Regularization Adversarial Pose Quantitative Classification Attention Language_Model PDF
2020-10-23 BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo Christian Sormann (1), Patrick Knöbelreiter (1), Andreas Kuhn (2), Mattia Rossi (2), Thomas Pock (1), Friedrich Fraundorfer (1) ((1) Graz University of Technology, (2) Sony Europe B.V.) arXiv_CV arXiv_CV 3D Regularization Pose Action CNN PDF
2020-10-23 DLDL: Dynamic Label Dictionary Learning via Hypergraph Regularization Shuai Shao, Mengke Wang, Rui Xu, Yan-Jiang Wang, Bao-Di Liu arXiv_CV arXiv_CV Unsupervised Regularization Pose Classification Relation Attention PDF
2020-10-23 SAHDL: Sparse Attention Hypergraph Regularized Dictionary Learning Shuai Shao, Rui Xu, Yan-Jiang Wang, Weifeng Liu, Bao-Di Liu arXiv_CV arXiv_CV Sparse Regularization Pose Deep_Learning Relation Attention PDF
2020-10-23 Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching with Adversarial Discriminative Domain Regularization Li Ren, Kai Li, LiQiang Wang, Kien Hua arXiv_CV arXiv_CV Regularization Adversarial Pose Attention Matching PDF
2020-10-22 Using Deep Image Priors to Generate Counterfactual Explanations Vivek Narayanaswamy, Jayaraman J. Thiagarajan, Andreas Spanias arXiv_CV arXiv_CV Regularization Pose Detection CNN Prediction PDF
2020-10-22 Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised Models Saurabh Kataria, Jesús Villalba, Najim Dehak arXiv_SD arXiv_SD Transformer Embedding Enhancement Recognition Regularization Speech Self-Supervised Emotion Classification Deep_Learning Denoising PDF
2020-10-22 Adversarial Training for Aspect-Based Sentiment Analysis with BERT Akbar Karimi, Leonardo Rossi, Andrea Prati, Katharina Full arXiv_CL arXiv_CL Embedding Bert Sentiment_Classification Regularization Knowledge Adversarial Pose Action Classification Sentiment Language_Model PDF
2020-10-22 On the Power of Deep but Naive Partial Label Learning Junghoon Seo, Joon Suk Huh arXiv_AI arXiv_AI Weakly_Supervised Regularization Pose Deep_Learning PDF
2020-10-22 Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data Lingkai Kong, Haoming Jiang, Yuchen Zhuang, Jie Lyu, Tuo Zhao, Chao Zhang arXiv_AI arXiv_AI Text_Classification Regularization Pose Classification Detection Language_Model PDF
2020-10-22 N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations Aaron Baier-Reinio, Hans De Sterck arXiv_CL arXiv_CL Transformer Regularization Attention PDF
2020-10-21 Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas Yogarshi Vyas, Miguel Ballesteros arXiv_CL arXiv_CL Zero-Shot Regularization Knowledge PDF
2020-10-21 Learning to Summarize Long Texts with Memory Compression and Transfer Jaehong Park, Jonathan Pilault, Christopher Pal arXiv_CL arXiv_CL Transformer Regularization Salient Action Summarization PDF
2020-10-21 FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang arXiv_AI arXiv_AI Transformer Recognition Optimization RNN Regularization Speech Pose Speech_Recognition Prediction PDF
2020-10-21 Adaptive Structured Sparse Network for Efficient CNNs with Feature Regularization Chen Tang, Wenyu Sun, Zhuqing Yuan, Guijin Wang, Yongpan Liu arXiv_CV arXiv_CV Style_Transfer Super_Resolution Sparse Regularization Pose Quantitative Denoising PDF
2020-10-21 Improving Generalization in Reinforcement Learning with Mixture Regularization Kaixin Wang, Bingyi Kang, Jie Shao, Jiashi Feng arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2020-10-21 Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat, Idan Schwartz, Alexander Schwing, Tamir Hazan arXiv_CV arXiv_CV Regularization Pose Classification VQA QA PDF
2020-10-21 TargetDrop: A Targeted Regularization Method for Convolutional Neural Networks Hui Zhu, Xiaofang Zhao arXiv_CV arXiv_CV Regularization Pose Deep_Learning Attention CNN PDF
2020-10-19 Adversarial Training for Code Retrieval with Question-Description Relevance Regularization Jie Zhao, Huan Sun arXiv_AI arXiv_AI Regularization Adversarial Pose Face Prediction PDF
2020-10-19 PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Classification Image_Classification PDF
2020-10-19 Softer Pruning, Incremental Regularization Linhang Cai, Zhulin An, Chuanguang Yang, Yongjun Xu arXiv_AI arXiv_AI Regularization Pose PDF
2020-10-19 Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation Dušan Variš, Ondřej Bojar arXiv_CL arXiv_CL Unsupervised Regularization NMT Language_Model PDF
2020-10-19 MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization Wen Fei, Wenrui Da, Chenglin Li, Junni Zou, Hongkai Xiong arXiv_AI arXiv_AI Regularization Pose Relation PDF
2020-10-19 Self-Supervised Visual Attention Learning for Vehicle Re-Identification Ming Li, Yiming Zhao, Yecheng Lyu, Ziming Zhang arXiv_CV arXiv_CV Tracking Optimization Regularization Self-Supervised Pose Action Deep_Learning Attention Re-identification PDF
2020-10-19 Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Zoltán Tüske, George Saon, Kartik Audhkhasi, Brian Kingsbury arXiv_CL arXiv_CL Recognition RNN Regularization Speech Attention Speech_Recognition Language_Model PDF
2020-10-16 CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu, Dinghan Shen, Yelong Shen, Sandra Sajeev, Jiawei Han, Weizhu Chen arXiv_CL arXiv_CL Transformer Bert Regularization Adversarial Pose Relation GAN PDF
2020-10-16 Learnable Graph-regularization for Matrix Decomposition Penglong Zhai, Shihua Zhang arXiv_AI arXiv_AI Embedding Sparse Regularization Pose Relation PDF
2020-10-15 Revisiting Optical Flow Estimation in 360 Videos Keshav Bhandari, Ziliang Zong, Yan Yan arXiv_CV arXiv_CV Transformer Regularization Self-Supervised Pose Optical_Flow Inference PDF
2020-10-15 On the Exploration of Incremental Learning for Fine-grained Image Retrieval Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael Lew arXiv_CV arXiv_CV Image_Retrieval Regularization Knowledge Pose Classification PDF
2020-10-15 Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness Long Zhao, Ting Liu, Xi Peng, Dimitris Metaxas arXiv_CV arXiv_CV Regularization Adversarial Pose PDF
2020-10-15 Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang arXiv_CL arXiv_CL Regularization Classification Language_Model PDF
2020-10-15 Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen arXiv_CL arXiv_CL Regularization Pose Matching PDF
2020-10-15 Semantic Label Smoothing for Sequence to Sequence Problems Michal Lukasik, Himanshu Jain, Aditya Krishna Menon, Seungyeon Kim, Srinadh Bhojanapalli, Felix Yu, Sanjiv Kumar arXiv_CL arXiv_CL Regularization Pose Classification PDF
2020-10-14 Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems Jinghui Qin, Lihui Lin, Xiaodan Liang, Rumin Zhang, Liang Lin arXiv_CL arXiv_CL Regularization Pose PDF
2020-10-13 Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han arXiv_CL arXiv_CL Embedding Sentiment_Classification Regularization Review Pose Classification Sentiment Prediction PDF
2020-10-13 Performance of Dual-Augmented Lagrangian Method and Common Spatial Patterns applied in classification of Motor-Imagery BCI Aleksandar Miladinović, Miloš Ajčević, Agostino Accardo arXiv_AI arXiv_AI Optimization Regularization Pose Face Action Classification PDF
2020-10-13 Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting Ghazi Felhi, Joseph Leroux, Djamé Seddah arXiv_CL arXiv_CL Unsupervised Regularization Action Classification Sentiment Inference PDF
2020-10-13 A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures Jinting Wu, Yujia Zhang, Xiaoguang Zhao arXiv_CV arXiv_CV Recognition Zero-Shot Gesture RNN Memory_Networks Regularization Speech Emotion Action Classification Detection Object_Detection Attention Prediction PDF
2020-10-13 F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering Hendrik Schuff, Heike Adel, Ngoc Thang Vu arXiv_CL arXiv_CL Regularization Pose QA PDF
2020-10-13 DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng arXiv_CV arXiv_CV Segmentation Embedding Regularization Knowledge Attention Medical CNN Prediction PDF
2020-10-12 PANDA -- Adapting Pretrained Features for Anomaly Detection Tal Reiss, Niv Cohen, Liron Bergman, Yedid Hoshen arXiv_CV arXiv_CV Regularization Pose Detection PDF
2020-10-12 Implicit Subspace Prior Learning for Dual-Blind Face Restoration Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Restoration Regularization Knowledge Pose Face GAN PDF
2020-10-12 Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification Rodolfo Quispe, Helio Pedrini arXiv_CV arXiv_CV Person_Re-identification Enhancement Regularization Pose Re-identification PDF
2020-10-10 Regularizing Neural Networks via Adversarial Model Perturbation Yaowei Zheng, Richong Zhang, Yongyi Mao arXiv_AI arXiv_AI Regularization Adversarial Pose PDF
2020-10-08 No MCMC for me: Amortized sampling for fast and stable training of energy-based models Will Grathwohl, Jacob Kelly, Milad Hashemi, Mohammad Norouzi, Kevin Swersky, David Duvenaud arXiv_AI arXiv_AI Regularization Pose Classification PDF
2020-10-08 Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding Veronica Corona, Yehuda Dar, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Image_Compression Medical PDF
2020-10-08 Population Based Training for Data Augmentation and Regularization in Speech Recognition Daniel Haziza, Jérémy Rapin, Gabriel Synnaeve arXiv_CL arXiv_CL Recognition Optimization Regularization Speech Speech_Recognition PDF
2020-10-07 Exploiting non-i.i.d. data towards more robust machine learning algorithms Wim Casteels, Peter Hellinckx arXiv_AI arXiv_AI Regularization Classification Relation PDF
2020-10-07 Proximal Policy Optimization with Relative Pearson Divergence Taisuke Kobayashi arXiv_RO arXiv_RO Reinforcement_Learning Optimization Regularization Pose PDF
2020-10-07 Adversarial attacks on audio source separation Naoya Takahashi, Shota Inoue, Yuki Mitsufuji arXiv_SD arXiv_SD Regularization Adversarial Pose PDF
2020-10-07 DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval Yun Cao, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Linlin Xu, Kai Yan, Lihua Li arXiv_CV arXiv_CV Image_Retrieval Regularization Adversarial Face Action GAN CNN PDF
2020-10-06 Safety Aware Reinforcement Learning Santiago Miret, Somdeb Majumdar, Carroll Wainwright arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Action PDF
2020-10-06 Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Minki Kang, Moonsu Han, Sung Ju Hwang arXiv_AI arXiv_AI Transformer Reinforcement_Learning Bert Text_Classification Regularization Self-Supervised Pose Classification Language_Model PDF
2020-10-06 Constraining Logits by Bounded Function for Adversarial Robustness Sekitoshi Kanai, Masanori Yamada, Shin'ya Yamaguchi, Hiroshi Takahashi, Yasutoshi Ida arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning PDF
2020-10-06 Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection Hoang Nguyen, Chenwei Zhang, Congying Xia, Philip S. Yu arXiv_CL arXiv_CL Regularization Knowledge Pose Classification Detection Few-Shot Attention Matching PDF
2020-10-06 The Effectiveness of Memory Replay in Large Scale Continual Learning Yogesh Balaji, Mehrdad Farajtabar, Dong Yin, Alex Mott, Ang Li arXiv_AI arXiv_AI Regularization Pose Classification PDF
2020-10-05 CO2: Consistent Contrast for Unsupervised Visual Representation Learning Chen Wei, Huiyu Wang, Wei Shen, Alan Yuille arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Represenation_Learning Regularization Pose Contrastive_Learning Classification Detection Object_Detection Image_Classification PDF
2020-10-05 Putting Theory to Work: From Learning Bounds to Meta-Learning Algorithms Quentin Bouniot, Ievgen Redko, Romaric Audigier, Angélique Loesch, Amaury Habrard arXiv_AI arXiv_AI Regularization Knowledge Review Pose Classification Deep_Learning Few-Shot PDF
2020-10-04 Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E. Gonzalez, Marcus Rohrbach, Trevor Darrell arXiv_AI arXiv_AI Regularization Pose Few-Shot Prediction PDF
2020-10-03 Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov arXiv_CV arXiv_CV Regularization Denoising PDF
2020-10-03 A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition Ayush Srivastava, Oshin Dutta, Prathosh AP, Sumeet Agarwal, Jigyasa Gupta arXiv_CV arXiv_CV Recognition RNN Regularization Pose Action_Recognition Action Inference PDF
2020-10-03 Does Network Width Really Help Adversarial Robustness? Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu arXiv_AI arXiv_AI Regularization Adversarial Pose Relation PDF
2020-10-03 Nonconvex Regularization for Network Slimming:Compressing CNNs Even More Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin arXiv_CV arXiv_CV Sparse Regularization Pose CNN PDF
2020-10-02 Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba arXiv_CV arXiv_CV Tracking Regularization Pose Action Relation PDF
2020-10-02 Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings arXiv_CL arXiv_CL Regularization Knowledge Pose PDF
2020-10-01 Understanding the Role of Adversarial Regularization in Supervised Learning Litu Rout arXiv_CV arXiv_CV Gradient_Descent Regularization Adversarial PDF
2020-10-01 How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text Chihiro Shibata, Kei Uchiumi, Daichi Mochihashi arXiv_CL arXiv_CL Quantization RNN Regularization Speech Language_Model PDF
2020-10-01 Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images Adrian Galdran, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed arXiv_CV arXiv_CV Regularization Pose Classification Relation Medical CNN PDF
2020-09-30 MaterialGAN: Reflectance Capture using a Generative SVBRDF Model Yu Guo, Cameron Smith, Miloš Hašan, Kalyan Sunkavalli, Shuang Zhao arXiv_CV arXiv_CV Regularization GAN CNN PDF
2020-09-30 Sampling possible reconstructions of undersampled acquisitions in MR imaging Kerem C. Tezcan, Christian F. Baumgartner, Ender Konukoglu arXiv_CV arXiv_CV Reconstruction Unsupervised Regularization Pose Deep_Learning PDF
2020-09-30 Cross-lingual Spoken Language Understanding with Regularized Representation Alignment Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung arXiv_CL arXiv_CL Zero-Shot Regularization Adversarial Pose Few-Shot PDF
2020-09-30 AUBER: Automated BERT Regularization Hyun Dong Lee, Seongmin Lee, U Kang arXiv_AI arXiv_AI Reinforcement_Learning Bert Regularization Pose Attention PDF
2020-09-29 Geometric Matrix Completion: A Functional View Abhishek Sharma, Maks Ovsjanikov arXiv_CV arXiv_CV Regularization Pose Action PDF
2020-09-29 Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach Nicholas Halliwell, Freddy Lecue arXiv_CV arXiv_CV Regularization Salient Pose Classification CNN Image_Classification Prediction PDF
2020-09-29 Tackling unsupervised multi-source domain adaptation with optimism and consistency Diogo Pernes, Jaime S. Cardoso arXiv_AI arXiv_AI Unsupervised Regularization PDF
2020-09-29 Geometric Loss for Deep Multiple Sclerosis lesion Segmentation Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang arXiv_CV arXiv_CV Segmentation Regularization Pose Action Deep_Learning PDF
2020-09-29 MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, Qing Li arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Classification Few-Shot PDF
2020-09-28 Weakly Supervised Deep Functional Map for Shape Matching Abhishek Sharma, Maks Ovsjanikov arXiv_CV arXiv_CV Unsupervised Weakly_Supervised Regularization Pose Matching PDF
2020-09-27 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Haoliang Li (1), YuFei Wang (1), Renjie Wan (1), Shiqi Wang (2), Tie-Qiang Li (3), Alex C. Kot (1) arXiv_CV arXiv_CV Regularization Pose Classification Medical PDF
2020-09-26 Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution Jing Jin, Junhui Hou, Zhiyu Zhu, Jie Chen, Sam Kwong arXiv_CV arXiv_CV Embedding Super_Resolution Regularization Knowledge Pose Detection Relation Object_Detection PDF
2020-09-25 Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training Shunsuke Kitada, Hitoshi Iyatomi arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning Attention Prediction PDF
2020-09-24 Iterative regularization algorithms for image denoising with the TV-Stokes model Bin Wu, Leszek Marcinkowski, Xue-Cheng Tai, Talal Rahman arXiv_CV arXiv_CV Reconstruction Regularization Pose Denoising PDF
2020-09-24 Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection Yue Wang, Alireza Fathi, Jiajun Wu, Thomas Funkhouser, Justin Solomon arXiv_CV arXiv_CV Point_Cloud 3D Sparse Regularization Knowledge Detection Object_Detection Autonomous Inference PDF
2020-09-24 Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification Alin Banka, Inis Buzi, Islem Rekik arXiv_CV arXiv_CV Embedding Regularization Adversarial Pose Classification Deep_Learning Relation CNN Prediction PDF
2020-09-23 Label-Efficient Multi-Task Segmentation using Contrastive Learning Junichiro Iwasawa, Yuichiro Hirano, Yohei Sugawara arXiv_CV arXiv_CV Segmentation 3D Regularization Pose Contrastive_Learning Medical PDF
2020-09-23 Pruning Convolutional Filters using Batch Bridgeout Najeeb Khan, Ian Stavness arXiv_AI arXiv_AI Optimization Regularization Pose Classification CNN Image_Classification Inference PDF
2020-09-23 Leveraging Local and Global Descriptors in Parallel to Search Correspondences for Visual Localization Pengju Zhang, Yihong Wu, Bingxi Liu arXiv_CV arXiv_CV 3D Image_Retrieval Regularization Pose Deep_Learning PDF
2020-09-22 Role of Orthogonality Constraints in Improving Properties of Deep Networks for Image Classification Hongjun Choi, Anirudh Som, Pavan Turaga arXiv_CV arXiv_CV Regularization Pose Quantitative Classification Deep_Learning Image_Classification PDF
2020-09-22 An $l_1$-oracle inequality for the Lasso in mixture-of-experts regression models TrungTin Nguyen, Hien D Nguyen, Faicel Chamroukhi, Geoffrey J McLachlan arXiv_AI arXiv_AI Regularization Classification PDF
2020-09-21 Adaptive Meta-Learning for Identification of Rover-Terrain Dynamics S. Banerjee, J. Harrison, P. M. Furlong, M. Pavone arXiv_RO arXiv_RO Regularization Knowledge Action Classification Image_Classification Prediction PDF
2020-09-21 Composed Variational Natural Language Generation for Few-shot Intents Congying Xia, Caiming Xiong, Philip Yu, Richard Socher arXiv_CL arXiv_CL Transformer Regularization Pose Action Detection Few-Shot PDF
2020-09-21 Regularizing Attention Networks for Anomaly Detection in Visual Question Answering Doyup Lee, Yeongjae Cheon, Wook-Shin Han arXiv_CV arXiv_CV Regularization Pose Detection VQA Attention QA PDF
2020-09-21 MFIF-GAN: A New Generative Adversarial Network for Multi-Focus Image Fusion Yicheng Wang, Shuang Xu, Jiangshe Zhang, Chunxia Zhang, Zixiang Zhao, Junmin Liu arXiv_CV arXiv_CV Reconstruction Regularization Knowledge Adversarial Pose Quantitative Attention GAN PDF
2020-09-21 Batch Coherence-Driven Network for Part-aware Person Re-Identification Kan Wang, Pengfei Wang, Changxing Ding, Dacheng Tao arXiv_CV arXiv_CV Person_Re-identification Regularization Pose Action Detection Attention Re-identification PDF
2020-09-21 Open-set Short Utterance Forensic Speaker Verification using Teacher-Student Network with Explicit Inductive Bias Mufan Sang, Wei Xia, John H.L. Hansen arXiv_SD arXiv_SD Embedding Regularization Knowledge Pose Classification PDF
2020-09-20 Learning Soft Labels via Meta Learning Nidhi Vyas, Shreyas Saxena, Thomas Voice arXiv_CV arXiv_CV Optimization Regularization Pose Classification Relation PDF
2020-09-19 Introspective Learning by Distilling Knowledge from Online Self-explanation Jindong Gu, Zhiliang Wu, Volker Tresp arXiv_CV arXiv_CV Regularization Knowledge Pose Classification PDF
2020-09-18 GRAC: Self-Guided and Self-Regularized Actor-Critic Lin Shao, Yifan You, Mengyuan Yan, Qingyun Sun, Jeannette Bohg arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Pose Action PDF
2020-09-18 Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation Kaihong Wang, Chenhongyi Yang, Margrit Betke arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Style_Transfer Regularization Adversarial Pose PDF
2020-09-17 Large Norms of CNN Layers Do Not Hurt Adversarial Robustness Youwei Liang, Dong Huang arXiv_CV arXiv_CV Regularization Adversarial Pose CNN PDF
2020-09-17 Noisy Concurrent Training for Efficient Learning under Label Noise Fahad Sarfraz, Elahe Arani, Bahram Zonooz arXiv_CV arXiv_CV Regularization Pose PDF
2020-09-17 Deep Momentum Uncertainty Hashing Chaoyou Fu, Guoli Wang, Xiang Wu, Qian Zhang, Ran He arXiv_CV arXiv_CV Optimization Regularization Knowledge Pose Attention PDF
2020-09-16 Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring Richard Jones, Christoph Klemenjak, Stephen Makonin, Ivan V. Bajic arXiv_AI arXiv_AI Unsupervised Regularization PDF
2020-09-15 Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network Arnaud Boutillon, Bhushan Borotikar, Valérie Burdin, Pierre-Henri Conze arXiv_CV arXiv_CV Segmentation Optimization Regularization Adversarial Pose CNN Prediction PDF
2020-09-14 Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li arXiv_CV arXiv_CV Reconstruction Super_Resolution Regularization Pose Deep_Learning Denoising PDF
2020-09-13 Margin-Based Regularization and Selective Sampling in Deep Neural Networks Berry Weinstein, Shai Fine, Yacov Hel-Or arXiv_AI arXiv_AI Bert Text_Classification Regularization Pose Classification CNN Image_Classification PDF
2020-09-13 Semi-supervised dictionary learning with graph regularization and active points Khanh-Hung Tran, Fred-Maurice Ngole-Mboula, Jean-Luc Starck, Vincent Prost arXiv_CV arXiv_CV Embedding Sparse Regularization Pose Classification Image_Classification PDF
2020-09-12 Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Xing Sun arXiv_CV arXiv_CV Represenation_Learning Regularization Self-Supervised Pose Prediction PDF
2020-09-11 Compressed Deep Networks: Goodbye SVD, Hello Robust Low-Rank Approximation Murad Tukan, Alaa Maalouf, Matan Weksler, Dan Feldman arXiv_AI arXiv_AI Embedding Bert Regularization PDF
2020-09-10 OrthoReg: Robust Network Pruning Using Orthonormality Regularization Ekdeep Singh Lubana, Puja Trivedi, Conrad Hougen, Robert P. Dick, Alfred O. Hero arXiv_CV arXiv_CV Regularization Pose Relation CNN PDF
2020-09-10 Improved Robustness to Open Set Inputs via Tempered Mixup Ryne Roady, Tyler L. Hayes, Christopher Kanan arXiv_CV arXiv_CV Regularization Pose Classification CNN Inference Prediction PDF
2020-09-09 Blind Image Restoration with Flow Based Priors Leonhard Helminger, Michael Bernasconi, Abdelaziz Djelouah, Markus Gross, Christopher Schroers arXiv_CV arXiv_CV Gradient_Descent Enhancement Restoration Optimization Regularization Knowledge Pose Image_Enhancement Denoising PDF
2020-09-09 Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV Segmentation Regularization Pose Deep_Learning Medical Prediction PDF
2020-09-09 Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm Kirtan Padh, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat arXiv_AI arXiv_AI Optimization Regularization Pose Classification PDF
2020-09-09 On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective SeongUk Park, Kiyoon Yoo, Nojun Kwak arXiv_AI arXiv_AI NAS Quantization Regularization Knowledge PDF
2020-09-07 Deep Iterative Residual Convolutional Network for Single Image Super-Resolution Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni arXiv_CV arXiv_CV Super_Resolution Optimization Regularization Pose Deep_Learning CNN PDF
2020-09-06 Anomaly Detection With Partitioning Overfitting Autoencoder Ensembles Boris Lorbeer, Max Botler arXiv_AI arXiv_AI Reconstruction Unsupervised Regularization Pose Detection PDF
2020-09-04 Class Interference Regularization Bharti Munjal, Sikandar Amin, Fabio Galasso arXiv_CV arXiv_CV Embedding Person_Re-identification Regularization Knowledge Pose Face Classification Few-Shot Re-identification PDF
2020-09-04 ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu arXiv_CV arXiv_CV Regularization Pose Classification Relation Few-Shot CNN Image_Classification PDF
2020-09-03 SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Enhancement Regularization Pose Attention CNN PDF
2020-09-02 SRQA: Synthetic Reader for Factoid Question Answering Jiuniu Wang, Wenjia Xu, Xingyu Fu, Yang Wei, Li Jin, Ziyan Chen, Guangluan Xu, Yirong Wu arXiv_CL arXiv_CL Embedding Optimization Regularization Adversarial Pose Action