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IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 43
Volume 43, Number 1, January 2021
- Xun Xu
, Loong-Fah Cheong
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models. 1-16 - Rie Johnson
A Framework of Composite Functional Gradient Methods for Generative Adversarial Models. 17-32 - Qingnan Fan
A General Decoupled Learning Framework for Parameterized Image Operators. 33-47 - Lixiong Chen
A Microfacet-Based Model for Photometric Stereo with General Isotropic Reflectance. 48-61 - Yang Zhou
Bayesian Low-Tubal-Rank Robust Tensor Factorization with Multi-Rank Determination. 62-76 - Gabriel Rioux, Christopher Scarvelis
Blind Deblurring of Barcodes via Kullback-Leibler Divergence. 77-88 - Makoto Okuda
Community Detection Using Restrained Random-Walk Similarity. 89-103 - ShiJie Sun
Deep Affinity Network for Multiple Object Tracking. 104-119 - Iñaki Estella Aguerri
Distributed Variational Representation Learning. 120-138 - Xiao-Yuan Jing
Multiset Feature Learning for Highly Imbalanced Data Classification. 139-156 - Luan Tran
On Learning 3D Face Morphable Model from In-the-Wild Images. 157-171 - Zhe Cao
OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields. 172-186 - Javier Marín
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. 187-203 - Mahmoud Kalash
Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks. 204-219 - Wenguan Wang
Revisiting Video Saliency Prediction in the Deep Learning Era. 220-237 - Xiaoqin Zhang
Robust Low-Rank Tensor Recovery with Rectification and Alignment. 238-255 - Anders P. Eriksson
Rotation Averaging with the Chordal Distance: Global Minimizers and Strong Duality. 256-268 - Asako Kanezaki
RotationNet for Joint Object Categorization and Unsupervised Pose Estimation from Multi-View Images. 269-283 - Dongwei Ren
Simultaneous Fidelity and Regularization Learning for Image Restoration. 284-299 - Zhengfa Liang
Stereo Matching Using Multi-Level Cost Volume and Multi-Scale Feature Constancy. 300-315 - Ren Li
The Perils and Pitfalls of Block Design for EEG Classification Experiments. 316-333 - Yufeng Li
Towards Safe Weakly Supervised Learning. 334-346 - Yulei Niu
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. 347-359 - Tianyu Yang
Visual Tracking via Dynamic Memory Networks. 360-374
Volume 43, Number 2, February 2021
- Robert Frohlich
Absolute Pose Estimation of Central Cameras Using Planar Regions. 377-391 - Xiaowei Xu
DAC-SDC Low Power Object Detection Challenge for UAV Applications. 392-403 - Wei Shen
Deep Differentiable Random Forests for Age Estimation. 404-419 - Jue Wang
Discriminative Video Representation Learning Using Support Vector Classifiers. 420-433 - Joey Tianyi Zhou
Dual Adversarial Transfer for Sequence Labeling. 434-446 - David P. Hofmeyr
Fast Exact Evaluation of Univariate Kernel Sums. 447-458 - Pan Zhou
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds. 459-472 - Hoda Bahonar
Graph Embedding Using Frequency Filtering. 473-484 - Massimiliano Mancini
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. 485-498 - Hongyu Yang, Di Huang
Learning Continuous Face Age Progression: A Pyramid of GANs. 499-515 - Jianwen Xie
Learning Energy-Based Spatial-Temporal Generative ConvNets for Dynamic Patterns. 516-531 - Minghui Liao
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes. 532-548 - Guangcan Liu
Matrix Completion with Deterministic Sampling: Theories and Methods. 549-566 - David Tellez
Neural Image Compression for Gigapixel Histopathology Image Analysis. 567-578 - Jiong Tao, Juyong Zhang
Parallel and Scalable Heat Methods for Geodesic Distance Computation. 579-594 - Debotosh Bhattacharjee
Pattern of Local Gravitational Force (PLGF): A Novel Local Image Descriptor. 595-607 - Hakan Cevikalp
Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition. 608-622 - Geonho Cha
Reconstruct as Far as You Can: Consensus of Non-Rigid Reconstruction from Feasible Regions. 623-637 - Yoshie Kobayashi
Reconstruction of Geometric and Optical Parameters of Non-Planar Objects with Thin Film. 638-651 - Shanghua Gao
Res2Net: A New Multi-Scale Backbone Architecture. 652-662 - Mustafa Anil Koçak
SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness. 663-678 - Ali Borji
Saliency Prediction in the Deep Learning Era: Successes and Limitations. 679-700 - Jiyang Yu
Selfie Video Stabilization. 701-711 - Ping Luo, Ruimao Zhang
Switchable Normalization for Learning-to-Normalize Deep Representation. 712-728 - Jae-Seong Yun
Virtual Point Removal for Large-Scale 3D Point Clouds with Multiple Glass Planes. 729-744 - Jiayan Qiu
Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching. 745-752
Volume 43, Number 3, March 2021
- Arko Barman
A Graph-Based Approach for Making Consensus-Based Decisions in Image Search and Person Re-Identification. 753-765 - Wouter M. Kouw
A Review of Domain Adaptation without Target Labels. 766-785 - Xiaojie Wang
Adversarial Distillation for Learning with Privileged Provisions. 786-797 - Aparajita Khan
Approximate Graph Laplacians for Multimodal Data Clustering. 798-813 - Akihiko Torii
Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization? 814-829 - Jae Young Lee
Complex-Valued Disparity: Unified Depth Model of Depth from Stereo, Depth from Focus, and Depth from Defocus Based on the Light Field Gradient. 830-841 - Huu Le
Deterministic Approximate Methods for Maximum Consensus Robust Fitting. 842-857 - Guoli Song
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models. 858-872 - Nan Meng
High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction. 873-886 - Qingxing Cao
Interpretable Visual Question Answering by Reasoning on Dependency Trees. 887-901 - Yifan Sun
Learning Part-based Convolutional Features for Person Re-Identification. 902-917 - Chen Gong
Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning. 918-932 - Wenbo Bao
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement. 933-948 - Zhenyu Guan
MFQE 2.0: A New Approach for Multi-Frame Quality Enhancement on Compressed Video. 949-963 - Xin Liu
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval. 964-981 - Le Zhang
Nonlinear Regression via Deep Negative Correlation Learning. 982-998 - Yuqian Zhang
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution. 999-1008 - Zijun Wei
Sequence-to-Segments Networks for Detecting Segments in Videos. 1009-1021 - Jean Kossaifi
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. 1022-1040 - Jun Liu
Surface-Aware Blind Image Deblurring. 1041-1055 - Konstantinos Zampogiannis
Topology-Aware Non-Rigid Point Cloud Registration. 1056-1069 - Weixin Luo
Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks. 1070-1084 - Xuefei Yin
3D Fingerprint Recognition based on Ridge-Valley-Guided 3D Reconstruction and 3D Topology Polymer Feature Extraction. 1085-1091 - Gang Liu
A Differential Approach for Gaze Estimation. 1092-1099 - Sanli Tang, Xiaolin Huang
Adversarial Attack Type I: Cheat Classifiers by Significant Changes. 1100-1109 - Xiangbo Shu
Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition. 1110-1118
Volume 43, Number 4, April 2021
- Sven J. Dickinson
State of the Journal Editorial. 1119-1128 - Ziang Yan
Adversarial Margin Maximization Networks. 1129-1139 - Jitka Kostková
Affine Invariants of Vector Fields. 1140-1155 - Aliaksandr Siarohin
Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs. 1156-1171 - Fabio Muratore
Assessing Transferability From Simulation to Reality for Reinforcement Learning. 1172-1183 - Chihao Zhang
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise. 1184-1196 - Théophile Dalens
Bilinear Image Translation for Temporal Analysis of Photo Collections. 1197-1212 - Weichuan Zhang
Corner Detection Using Second-Order Generalized Gaussian Directional Derivative Representations. 1213-1224 - Sunghoon Im
Deep Depth from Uncalibrated Small Motion Clip. 1225-1238 - Yanting Pei
Effects of Image Degradation and Degradation Removal to CNN-Based Image Classification. 1239-1253 - Jianxin Lin, Zhibo Chen
Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation. 1254-1266 - Irtiza Hasan
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. 1267-1278 - Sameer Agarwal
Ideals of the Multiview Variety. 1279-1292 - Hajime Taira
InLoc: Indoor Visual Localization with Dense Matching and View Synthesis. 1293-1307 - Keren Ye, Narges Honarvar Nazari
Interpreting the Rhetoric of Visual Advertisements. 1308-1323 - Shangsi Wang
Joint Embedding of Graphs. 1324-1336 - Le Hou
Large Scale Shadow Annotation and Detection Using Lazy Annotation and Stacked CNNs. 1337-1351 - Shuai Li
Orthogonal Deep Neural Networks. 1352-1368 - Sudhanshu Mittal
Semi-Supervised Semantic Segmentation With High- and Low-Level Consistency. 1369-1379 - Chao Deng
Sinusoidal Sampling Enhanced Compressive Camera for High Speed Imaging. 1380-1393 - Andrea Cavagna, Stefania Melillo, Leonardo Parisi
SpaRTA Tracking Across Occlusions via Partitioning of 3D Clouds of Points. 1394-1403 - Daqi Liu
Visual Semantic Information Pursuit: A Survey. 1404-1422 - Junwei Han
Weakly-Supervised Learning of Category-Specific 3D Object Shapes. 1423-1437 - Michel Melo Silva
A Sparse Sampling-Based Framework for Semantic Fast-Forward of First-Person Videos. 1438-1444 - Chenggang Yan
Deep Multi-View Enhancement Hashing for Image Retrieval. 1445-1451 - Yongchao Xu
Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection. 1452-1459 - Le Zhang
Ordered or Orderless: A Revisit for Video Based Person Re-Identification. 1460-1466
Volume 43, Number 5, May 2021
- Fangwei Zhong
AD-VAT+: An Asymmetric Dueling Mechanism for Learning and Understanding Visual Active Tracking. 1467-1482 - Zhaowei Cai
Cascade R-CNN: High Quality Object Detection and Instance Segmentation. 1483-1498 - Hyungtae Lee
DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors. 1499-1514 - Xingping Dong
Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking. 1515-1529 - Jinsong Su
Exploring Discriminative Word-Level Domain Contexts for Multi-Domain Neural Machine Translation. 1530-1545 - Junjun Pan
Generalized Separable Nonnegative Matrix Factorization. 1546-1561 - Lianghua Huang
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild. 1562-1577 - Xian-Feng Han
Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. 1578-1604 - Arda Senocak
Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications. 1605-1619 - Mahdi M. Kalayeh
On Symbiosis of Attribute Prediction and Semantic Segmentation. 1620-1635 - Yifan Zhao
Ordinal Multi-Task Part Segmentation With Recurrent Prior Generation. 1636-1648 - Yantao Shen
Person Re-Identification With Deep Kronecker-Product Matching and Group-Shuffling Random Walk. 1649-1665 - Fabien André, Anne-Marie Kermarrec
Quicker ADC : Unlocking the Hidden Potential of Product Quantization With SIMD. 1666-1677 - Chen Wang
Scalar Quantization as Sparse Least Square Optimization. 1678-1690 - Wei Yang
Structure From Motion on XSlit Cameras. 1691-1704 - Suryansh Kumar
Superpixel Soup: Monocular Dense 3D Reconstruction of a Complex Dynamic Scene. 1705-1717 - Pan Zhou
Tensor Low-Rank Representation for Data Recovery and Clustering. 1718-1732 - Zizhao Zhang
Text-Guided Neural Network Training for Image Recognition in Natural Scenes and Medicine. 1733-1745 - Yuan Sun
Using Statistical Measures and Machine Learning for Graph Reduction to Solve Maximum Weight Clique Problems. 1746-1760 - Yutong Ban
Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. 1761-1776 - Syed Waqas Zamir
Vision Models for Wide Color Gamut Imaging in Cinema. 1777-1790 - Haomiao Liu
What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria. 1791-1807 - Jia Li
Learning From Large-Scale Noisy Web Data With Ubiquitous Reweighting for Image Classification. 1808-1814
Volume 43, Number 6, June 2021
- Teena Hassan
Automatic Detection of Pain from Facial Expressions: A Survey. 1815-1831 - Simon Evain
A Lightweight Neural Network for Monocular View Generation With Occlusion Handling. 1832-1844 - Yeongmin Lee
A Memory- and Accuracy-Aware Gaussian Parameter-Based Stereo Matching Using Confidence Measure. 1845-1858 - Jiaqi Yang
A Performance Evaluation of Correspondence Grouping Methods for 3D Rigid Data Matching. 1859-1874 - Zequn Jie
Anytime Recognition with Routing Convolutional Networks. 1875-1886 - Mohammed Jabi, Marco Pedersoli
Deep Clustering: On the Link Between Discriminative Models and K-Means. 1887-1896 - Yang Zhao
Deep Non-Negative Matrix Factorization Architecture Based on Underlying Basis Images Learning. 1897-1913 - Hongyu Xu
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection. 1914-1927 - Yan Luo
Direction Concentration Learning: Enhancing Congruency in Machine Learning. 1928-1946 - Silu Zhang
Estimating Feature-Label Dependence Using Gini Distance Statistics. 1947-1963 - Henri Rebecq
High Speed and High Dynamic Range Video with an Event Camera. 1964-1980 - Joshua J. Engelsma
Learning a Fixed-Length Fingerprint Representation. 1981-1997 - Nan Xue
Learning Regional Attraction for Line Segment Detection. 1998-2013 - Nikita Dvornik
On the Importance of Visual Context for Data Augmentation in Scene Understanding. 2014-2028 - Qize Yang
Person Re-Identification by Contour Sketch Under Moderate Clothing Change. 2029-2046 - Weichen Zhang
Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation. 2047-2061 - Yannick Hold-Geoffroy
Single Day Outdoor Photometric Stereo. 2062-2074 - Kenichiro Tanaka
Time-Resolved Far Infrared Light Transport Decomposition for Thermal Photometric Stereo. 2075-2085 - Feiping Nie
Towards Robust Discriminative Projections Learning via Non-Greedy $\ell _{2, 1}$ℓ2, 1-Norm MinMax. 2086-2100 - Wanjie Sun
Visual Scanpath Prediction Using IOR-ROI Recurrent Mixture Density Network. 2101-2118 - Song Bai
Adversarial Metric Attack and Defense for Person Re-Identification. 2119-2126 - Valérie Poulin
Comparing Graph Clusterings: Set Partition Measures vs. Graph-Aware Measures. 2127-2132 - Quanxue Gao
Enhanced Tensor RPCA and its Application. 2133-2140 - Qi Wang
NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization. 2141-2149 - Rui Zhang
Robust Multi-Task Learning With Flexible Manifold Constraint. 2150-2157 - Aythami Morales
SensitiveNets: Learning Agnostic Representations with Application to Face Images. 2158-2164 - Jongmin Lee
Spherical Principal Curves. 2165-2171 - Le Zhang
Correction to "Nonlinear Regression via Deep Negative Correlation Learning". 2172
Volume 43, Number 7, July 2021
- Yoav Y. Schechner
Guest Editorial: Introduction to the Special Section on Computational Photography. 2175-2178 - Elias Nehme
Learning Optimal Wavefront Shaping for Multi-Channel Imaging. 2179-2192 - Fengqiang Li
Exploiting Wavelength Diversity for High Resolution Time-of-Flight 3D Imaging. 2193-2205 - Yongyi Zhao
High Resolution, Deep Imaging Using Confocal Time-of-Flight Diffuse Optical Tomography. 2206-2219 - Meng-Yu Jennifer Kuo
Non-Rigid Shape From Water. 2220-2232 - Vishwanath Saragadam
SASSI - Super-Pixelated Adaptive Spatio-Spectral Imaging. 2233-2244 - Anqi Yang
Designing Display Pixel Layouts for Under-Panel Cameras. 2245-2256 - Siyuan Shen, Zi Wang
Non-line-of-Sight Imaging via Neural Transient Fields. 2257-2268 - Osamu Hirose
A Bayesian Formulation of Coherent Point Drift. 2269-2286 - Hamdi Sahloul
An Accurate and Efficient Voting Scheme for a Maximally All-Inlier 3D Correspondence Set. 2287-2298 - Guillaume Marrelec
Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models. 2299-2313 - Zhao Zhong
BlockQNN: Efficient Block-Wise Neural Network Architecture Generation. 2314-2328 - Shuang Li
Deep Residual Correction Network for Partial Domain Adaptation. 2329-2344 - Seungryong Kim, Dongbo Min
Dense Cross-Modal Correspondence Estimation With the Deep Self-Correlation Descriptor. 2345-2359 - Aysegul Dundar
Domain Stylization: A Fast Covariance Matching Framework Towards Domain Adaptation. 2360-2372 - Dongdong Chen
Explicit Filterbank Learning for Neural Image Style Transfer and Image Processing. 2373-2387 - Jianan Li
LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks. 2388-2399 - Yi Wang, Yi Ding, Xiangjian He
Novelty Detection and Online Learning for Chunk Data Streams. 2400-2412 - Wenguan Wang
Paying Attention to Video Object Pattern Understanding. 2413-2428 - Xinghui Dong
Perceptual Texture Similarity Estimation: An Evaluation of Computational Features. 2429-2448 - Jinshan Pan
Physics-Based Generative Adversarial Models for Image Restoration and Beyond. 2449-2462 - Mehmet Necip Kurt
Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings. 2463-2479 - Yulun Zhang
Residual Dense Network for Image Restoration. 2480-2495 - Xiaodong Jia, Xiao-Yuan Jing, Xiaoke Zhu
Semi-Supervised Multi-View Deep Discriminant Representation Learning. 2496-2509 - Jiechao Guan, Zhiwu Lu
Zero and Few Shot Learning With Semantic Feature Synthesis and Competitive Learning. 2510-2523
Volume 43, Number 8, August 2021
- Philip N. Garner
A Bayesian Approach to Recurrence in Neural Networks. 2527-2537 - Siyuan Qi
A Generalized Earley Parser for Human Activity Parsing and Prediction. 2538-2554 - Tak-Wai Hui
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization. 2555-2569 - Hongyang Gao
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions. 2570-2581 - Qilong Wang
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization. 2582-2597 - Jingyu Chen, Xin Yang
DENAO: Monocular Depth Estimation Network With Auxiliary Optical Flow. 2598-2610 - Yuta Asano
Depth Sensing by Near-Infrared Light Absorption in Water. 2611-2622 - Shih-Chia Huang
DSNet: Joint Semantic Learning for Object Detection in Inclement Weather Conditions. 2623-2633 - Xinwang Liu
Efficient and Effective Regularized Incomplete Multi-View Clustering. 2634-2646 - Shaoshuai Shi
From Points to Parts: 3D Object Detection From Point Cloud With Part-Aware and Part-Aggregation Network. 2647-2664 - Wallace Casaca
Laplacian Coordinates: Theory and Methods for Seeded Image Segmentation. 2665-2681 - Shiliang Sun
LCBM: A Multi-View Probabilistic Model for Multi-Label Classification. 2682-2696 - Yu-Chuan Su
Learning Compressible 360$^{\circ }$∘ Video Isomers. 2697-2709 - Canh Hao Nguyen
Learning on Hypergraphs With Sparsity. 2710-2722 - Zhun Zhong
Learning to Adapt Invariance in Memory for Person Re-Identification. 2723-2738 - Deepak Babu Sam
Locate, Size, and Count: Accurately Resolving People in Dense Crowds via Detection. 2739-2751 - Diogo C. Luvizon
Multi-Task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition. 2752-2764 - Sibei Yang
Relationship-Embedded Representation Learning for Grounding Referring Expressions. 2765-2779 - Yizhen Lao
Rolling Shutter Homography and its Applications. 2780-2793 - Minh Vo
Self-Supervised Multi-View Person Association and its Applications. 2794-2808 - Tinghui Wang
sMRT: Multi-Resident Tracking in Smart Homes With Sensor Vectorization. 2809-2821 - Dana Berman
Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset. 2822-2837 - Miroslava Slavcheva
Variational Level Set Evolution for Non-Rigid 3D Reconstruction From a Single Depth Camera. 2838-2850 - Eran Dahan, Yosi Keller
A Unified Approach to Kinship Verification. 2851-2857 - Osamu Hirose
Acceleration of Non-Rigid Point Set Registration With Downsampling and Gaussian Process Regression. 2858-2865 - Jing Zhang, Yuchao Dai
Learning Saliency From Single Noisy Labelling: A Robust Model Fitting Perspective. 2866-2873 - Roberto Valle
Multi-Task Head Pose Estimation in-the-Wild. 2874-2881 - Matej Lébl, Filip Sroubek
Blur-Invariant Similarity Measurement of Images. 2882-2884
Volume 43, Number 9, September 2021
- Hugo Jair Escalante
Guest Editorial: Automated Machine Learning. 2887-2890 - Xinbang Zhang
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization. 2891-2904 - Xinbang Zhang
DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling. 2905-2920 - Miao Zhang
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting. 2921-2935 - Xiawu Zheng
MIGO-NAS: Towards Fast and Generalizable Neural Architecture Search. 2936-2952 - Yuhui Xu
Partially-Connected Neural Architecture Search for Reduced Computational Redundancy. 2953-2970 - Zhichao Lu
Neural Architecture Transfer. 2971-2989 - Jiemin Fang
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search. 2990-3004 - Zitong Yu
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing. 3005-3023 - Xingchen Ma
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation. 3024-3036 - Marcel Wever
AutoML for Multi-Label Classification: Overview and Empirical Evaluation. 3037-3054 - Felix Mohr
Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning. 3055-3066 - Bilge Celik
Adaptation Strategies for Automated Machine Learning on Evolving Data. 3067-3078 - Lucas Zimmer
Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL. 3079-3090 - Xiawu Zheng
Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors. 3091-3107 - Zhengying Liu
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. 3108-3125 - Shekoufeh Gorgi Zadeh
Bias in Cross-Entropy-Based Training of Deep Survival Networks. 3126-3137 - Yansong Tang
Comprehensive Instructional Video Analysis: The COIN Dataset and Performance Evaluation. 3138-3153 - Aamir Mustafa
Deeply Supervised Discriminative Learning for Adversarial Defense. 3154-3166 - Zheng Dang
Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems. 3167-3182 - Ran Yi
Feature-Aware Uniform Tessellations on Video Manifold for Content-Sensitive Supervoxels. 3183-3195 - Thomas Lartigue
Gaussian Graphical Model Exploration and Selection in High Dimension Low Sample Size Setting. 3196-3213 - Wenzhao Zheng
Hardness-Aware Deep Metric Learning. 3214-3228 - Qianfang Liao
Point Set Registration for 3D Range Scans Using Fuzzy Cluster-Based Metric and Efficient Global Optimization. 3229-3246 - Liang Bai
Semi-Supervised Clustering With Constraints of Different Types From Multiple Information Sources. 3247-3258 - Sheng Liu
SibNet: Sibling Convolutional Encoder for Video Captioning. 3259-3272 - Osamu Hirose
Erratum to "A Bayesian Formulation of Coherent Point Drift". 3273
Volume 43, Number 10, October 2021
- Ming Cheng
A Dual Camera System for High Spatiotemporal Resolution Video Acquisition. 3275-3291 - Guo Lu
An End-to-End Learning Framework for Video Compression. 3292-3308 - Fazle Karim
Adversarial Attacks on Time Series. 3309-3320 - Ricardo Fabbri
Camera Pose Estimation Using First-Order Curve Differential Geometry. 3321-3332 - Xin Deng
Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion. 3333-3348 - Jingdong Wang
Deep High-Resolution Representation Learning for Visual Recognition. 3349-3364 - Zhihao Wang
Deep Learning for Image Super-Resolution: A Survey. 3365-3387 - Kemal Oksuz
Imbalance Problems in Object Detection: A Review. 3388-3415 - Quanshi Zhang
Interpretable CNNs for Object Classification. 3416-3431 - Ziwei Wang
Learning Channel-Wise Interactions for Binary Convolutional Neural Networks. 3432-3445 - Mu Li
Learning Content-Weighted Deep Image Compression. 3446-3461 - Ran Yi
Line Drawings for Face Portraits From Photos Using Global and Local Structure Based GANs. 3462-3475 - Junyu Gao, Tianzhu Zhang
Learning to Model Relationships for Zero-Shot Video Classification. 3476-3491 - Feng Zhang
Low-Tubal-Rank Plus Sparse Tensor Recovery With Prior Subspace Information. 3492-3507 - Raed Kontar
Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach. 3508-3522 - Hongman Wang
Model Study of Transient Imaging With Multi-Frequency Time-of-Flight Sensors. 3523-3539 - Stella Grasshof
Multilinear Modelling of Faces and Expressions. 3540-3554 - Qiaoling Ye
Optimizing Regularized Cholesky Score for Order-Based Learning of Bayesian Networks. 3555-3572 - Majid Komeili
Multiview Feature Selection for Single-View Classification. 3573-3586 - Min-Ling Zhang
Partial Multi-Label Learning via Credible Label Elicitation. 3587-3599 - Nanyang Wang, Yinda Zhang, Zhuwen Li
Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation. 3600-3613 - Chuanxing Geng
Recent Advances in Open Set Recognition: A Survey. 3614-3631 - Yun-Chun Chen
Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentation. 3632-3647 - Zetian Jiang
Unifying Offline and Online Multi-Graph Matching via Finding Shortest Paths on Supergraph. 3648-3663 - Huan Lei
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds. 3664-3680 - Xuanyi Dong
Supervision by Registration and Triangulation for Landmark Detection. 3681-3694 - Rui Chen
Visibility-Aware Point-Based Multi-View Stereo Network. 3695-3708 - Shuai Yang
TE141K: Artistic Text Benchmark for Text Effect Transfer. 3709-3723 - Steffen Wolf
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning. 3724-3738
Volume 43, Number 11, November 2021
- Yujun Cai
3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images. 3739-3753 - Xiang Yang
A New Approach to Robust Estimation of Parametric Structures. 3754-3769 - Jialei Chen
Active Image Synthesis for Efficient Labeling. 3770-3781 - Kean Chen
AP-Loss for Accurate One-Stage Object Detection. 3782-3798 - Kenny Davila
Chart Mining: A Survey of Methods for Automated Chart Analysis. 3799-3819 - Zih-Siou Hung
Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation. 3820-3832 - Simone Palazzo
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features. 3833-3849 - Changhee Won
End-to-End Learning for Omnidirectional Stereo Matching With Uncertainty Prior. 3850-3862 - Quanshi Zhang
Extraction of an Explanatory Graph to Interpret a CNN. 3863-3877 - Han-Jia Ye
Heterogeneous Few-Shot Model Rectification With Semantic Mapping. 3878-3891 - Yunho Jeon
Integrating Multiple Receptive Fields Through Grouped Active Convolution. 3892-3903 - Rudrasis Chakraborty
Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning. 3904-3917 - Jingjing Li
Maximum Density Divergence for Domain Adaptation. 3918-3930 - James Pritts
Minimal Solvers for Rectifying From Radially-Distorted Conjugate Translations. 3931-3948 - Quanshi Zhang
Mining Interpretable AOG Representations From Convolutional Networks via Active Question Answering. 3949-3963 - Ivan Kobyzev
Normalizing Flows: An Introduction and Review of Current Methods. 3964-3979 - Alireza Zaeemzadeh
Norm-Preservation: Why Residual Networks Can Become Extremely Deep? 3980-3990 - Sheng Xu
Plane Segmentation Based on the Optimal-Vector-Field in LiDAR Point Clouds. 3991-4007 - Shifeng Zhang
RefineFace: Refinement Neural Network for High Performance Face Detection. 4008-4020 - Antonino Furnari
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video. 4021-4036 - Longlong Jing
Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey. 4037-4058 - Wenhan Yang
Single Image Deraining: From Model-Based to Data-Driven and Beyond. 4059-4077 - Mengqi Ji
SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-View Stereopsis. 4078-4093 - Zhiyong Yang
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. 4094-4110 - Petr Taborsky
The Bayesian Cut. 4111-4124 - Dima Damen
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. 4125-4141 - Stylianos Ploumpis
Towards a Complete 3D Morphable Model of the Human Head. 4142-4160 - Sijie Song
Unpaired Person Image Generation With Semantic Parsing Transformation. 4161-4176 - Brais Cancela
Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations. 4177-4188 - Mingjie Sun
Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding. 4189-4195 - Sarah Adel Bargal
Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions. 4196-4202
Volume 43, Number 12, December 2021
- Gang Hua
Editorial: Introduction to the Special Section on CVPR2019 Best Papers. 4203-4204 - Xin Wang
Vision-Language Navigation Policy Learning and Adaptation. 4205-4216 - Tero Karras, Samuli Laine
A Style-Based Generator Architecture for Generative Adversarial Networks. 4217-4228 - Zhengqi Li
MannequinChallenge: Learning the Depths of Moving People by Watching Frozen People. 4229-4241 - Yuanyuan Liu
Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning. 4242-4255 - Junsuk Choe
Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation. 4256-4271 - Rosaura G. VidalMata
Bridging the Gap Between Computational Photography and Visual Recognition. 4272-4290 - Yang Tan, Haitian Zheng
CrossNet++: Cross-Scale Large-Parallax Warping for Reference-Based Super-Resolution. 4291-4305 - Hao Zhang
Deep Autoencoding Topic Model With Scalable Hybrid Bayesian Inference. 4306-4322 - Muhammad Haris
Deep Back-ProjectiNetworks for Single Image Super-Resolution. 4323-4337 - Yulan Guo
Deep Learning for 3D Point Clouds: A Survey. 4338-4364 - Chen Kong
Deep Non-Rigid Structure From Motion With Missing Data. 4365-4377 - Chen Xia
Evaluation of Saccadic Scanpath Prediction: Subjective Assessment Database and Recurrent Neural Network Based Metric. 4378-4395 - Giorgio Roffo
Infinite Feature Selection: A Graph-based Feature Filtering Approach. 4396-4410 - Guilherme França
Kernel k-Groups via Hartigan's Method. 4411-4425 - Zhen Wang
Large Graph Clustering With Simultaneous Spectral Embedding and Discretization. 4426-4440 - Fabio Maria Carlucci
MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation. 4441-4452 - Shiliang Sun
Multi-View Representation Learning With Deep Gaussian Processes. 4453-4468 - Yiwen Guo, Long Chen, Yurong Chen, Changshui Zhang:
On Connections Between Regularizations for Improving DNN Robustness. 4469-4476 - Rui Su, Dong Xu
Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization. 4477-4490 - Qianshu Zhu, Chu Han
Video Snapshot: Single Image Motion Expansion via Invertible Motion Embedding. 4491-4504 - Yunwen Lei
Learning Rates for Stochastic Gradient Descent With Nonconvex Objectives. 4505-4511 - Hongyang Gao
Topology-Aware Graph Pooling Networks. 4512-4518 - Dor Verbin
Unique Geometry and Texture From Corresponding Image Patches. 4519-4522
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