2021.3.8 Vision papers

03-03-2021	Neural 3D Video Synthesis by Tianye Li et al
03-02-2021	WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning by Krishna Srinivasan et al
03-02-2021	Self-supervised Pretraining of Visual Features in the Wild by Priya Goyal et al
03-02-2021	Mixture of Volumetric Primitives for Efficient Neural Rendering by Stephen Lombardi et al
03-02-2021	Predicting Video with VQVAE by Jacob Walker et al
03-03-2021	Towards Open World Object Detection by K J Joseph et al
03-03-2021	Domain Generalization: A Survey by Kaiyang Zhou et al
03-05-2021	Generating Images with Sparse Representations by Charlie Nash et al
03-03-2021	House-GAN++: Generative Adversarial Layout Refinement Networks by Nelson Nauata et al
03-03-2021	Energy-Based Learning for Scene Graph Generation by Mohammed Suhail et al
03-03-2021	MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions by Haixu Wu et al
03-02-2021	Augmentation Strategies for Learning with Noisy Labels by Kento Nishi et al
03-03-2021	A comprehensive survey on point cloud registration by Xiaoshui Huang et al
03-03-2021	Shape-driven Coordinate Ordering for Star Glyph Sets via Reinforcement Learning by Ruizhen Hu et al
03-02-2021	Adversarial Examples for Unsupervised Machine Learning Models by Chia-Yi Hsu et al
03-05-2021	Causal Attention for Vision-Language Tasks by Xu Yang et al
03-04-2021	Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos by Yasamin Jafarian et al
03-02-2021	Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition by Stephen Hausler et al
03-03-2021	Sparsity Aware Normalization for GANs by Idan Kligvasser et al
03-02-2021	Medical Imaging and Machine Learning by Rohan Shad et al
03-04-2021	An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering by Nikola Zubić et al
03-04-2021	Modeling Multi-Label Action Dependencies for Temporal Action Localization by Praveen Tirupattur et al
03-02-2021	Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations by Neil Jethani et al
03-03-2021	Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and Algorithms by Hengli Wang et al
03-03-2021	Self-Distribution Binary Neural Networks by Ping Xue et al
03-03-2021	Style-based Point Generator with Adversarial Rendering for Point Cloud Completion by Chulin Xie et al
03-02-2021	Dual Reinforcement-Based Specification Generation for Image De-Rendering by Ramakanth Pasunuru et al
03-04-2021	A Structural Causal Model for MR Images of Multiple Sclerosis by Jacob C. Reinhold et al
03-03-2021	S3S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation by Yu-Kai Huang et al
03-03-2021	ID-Unet: Iterative Soft and Hard Deformation for View Synthesis by Mingyu Yin et al
03-03-2021	Multi-attentional Deepfake Detection by Hanqing Zhao et al
03-04-2021	Self-supervised deep convolutional neural network for chest X-ray classification by Matej Gazda et al
03-03-2021	Event-based Synthetic Aperture Imaging by Xiang Zhang et al
03-03-2021	Adaptive Consistency Regularization for Semi-Supervised Transfer Learning by Abulikemu Abuduweili et al
03-04-2021	Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask by Avinash Paliwal et al
03-04-2021	Memory-Efficient Network for Large-scale Video Compressive Sensing by Ziheng Cheng et al
03-02-2021	Comparison of Methods Generalizing Max- and Average-Pooling by Florentin Bieder et al
03-03-2021	Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation by Ping Gong et al
03-02-2021	Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks by Shiqing Fan et al
03-04-2021	Measuring Model Biases in the Absence of Ground Truth by Osman Aka et al
03-02-2021	Masked Face Recognition: Human vs. Machine by Naser Damer et al
03-02-2021	When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework by Zhizhong Huang et al
03-05-2021	Unsupervised Learning for Robust Fitting:A Reinforcement Learning Approach by Giang Truong et al
03-03-2021	Simulating time to event prediction with spatiotemporal echocardiography deep learning by Rohan Shad et al
03-05-2021	Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection by Ahmed Rasheed et al
03-02-2021	PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception by Aviv Netanyahu et al
03-03-2021	Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation by Hemang Chawla et al
03-02-2021	SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network by Fangxin Liu et al
03-03-2021	Bulk Production Augmentation Towards Explainable Melanoma Diagnosis by Kasumi Obi et al
03-03-2021	Eye-gaze Estimation with HEOG and Neck EMG using Deep Neural Networks by Zhen Fu et al
03-03-2021	Task Aligned Generative Meta-learning for Zero-shot Learning by Zhe Liu et al
03-02-2021	Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition by Marvin Chancán et al
03-02-2021	Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior by Mario González et al
03-02-2021	A Survey On Universal Adversarial Attack by Chaoning Zhang et al
03-02-2021	Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection by Chenchen Zhu et al
03-02-2021	On the Generalisation Capabilities of Fisher Vector based Face Presentation Attack Detection by Lázaro J. González-Soler et al
03-02-2021	Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation by Manish Sahu et al
03-02-2021	Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain by Honggu Liu et al
03-02-2021	HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline by Konrad Heidler et al
03-02-2021	Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery by Yujiao Shi et al
03-02-2021	Fixing Data Augmentation to Improve Adversarial Robustness by Sylvestre-Alvise Rebuffi et al
03-02-2021	EnD: Entangling and Disentangling deep representations for bias correction by Enzo Tartaglione et al
03-02-2021	Contextually Guided Convolutional Neural Networks for Learning Most Transferable Representations by Olcay Kursun et al
03-05-2021	Environmental Sound Classification on the Edge: Deep Acoustic Networks for Extremely Resource-Constrained Devices by Md Mohaimenuzzaman et al
03-02-2021	Pseudo-labeling for Scalable 3D Object Detection by Benjamin Caine et al
03-02-2021	Feature-Align Network and Knowledge Distillation for Efficient Denoising by Lucas D. Young et al
03-02-2021	MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing by Zhengjue Wang et al
03-03-2021	On the effectiveness of adversarial training against common corruptions by Klim Kireev et al
03-02-2021	Learning with Hyperspherical Uniformity by Weiyang Liu et al
03-04-2021	Teachers Do More Than Teach: Compressing Image-to-Image Models by Qing Jin et al
03-02-2021	Touchless Palmprint Recognition based on 3D Gabor Template and Block Feature Refinement by Zhaoqun Li et al
03-03-2021	K-FACE: A Large-Scale KIST Face Database in Consideration with Unconstrained Environments by Yeji Choi et al
03-02-2021	PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics by Nati Daniel et al
03-03-2021	Cross-View Regularization for Domain Adaptive Panoptic Segmentation by Jiaxing Huang et al
03-03-2021	On the role of depth predictions for 3D human pose estimation by Alec Diaz-Arias et al
03-02-2021	A Novel CNN-LSTM-based Approach to Predict Urban Expansion by Wadii Boulila et al
03-04-2021	Structured Scene Memory for Vision-Language Navigation by Hanqing Wang et al
03-05-2021	NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition by Syed Safwan Khalid et al
03-03-2021	Cooking Objects State Identification Without Using Pretrained Model by Md Sadman Sakib
03-02-2021	Test Automation with Grad-CAM Heatmaps -- A Future Pipe Segment in MLOps for Vision AI? by Markus Borg et al
03-03-2021	Unsupervised Vehicle Re-Identification via Self-supervised Metric Learning using Feature Dictionary by Jongmin Yu et al
03-02-2021	Part2Whole: Iteratively Enrich Detail for Cross-Modal Retrieval with Partial Query by Guanyu Cai et al
03-02-2021	Few-shot Open-set Recognition by Transformation Consistency by Minki Jeong et al
03-02-2021	A Pose-only Solution to Visual Reconstruction and Navigation by Qi Cai et al
03-02-2021	Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation by Yukun Su et al
03-05-2021	Contrastive Disentanglement in Generative Adversarial Networks by Lili Pan et al
03-02-2021	DeepFake-o-meter: An Open Platform for DeepFake Detection by Yuezun Li et al
03-03-2021	EaZy Learning: An Adaptive Variant of Ensemble Learning for Fingerprint Liveness Detection by Shivang Agarwal et al
03-02-2021	Robust Place Recognition using an Imaging Lidar by Tixiao Shan et al
03-04-2021	Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack by Mengting Xu et al
03-03-2021	Real-World Single Image Super-Resolution: A Brief Review by Honggang Chen et al
03-02-2021	Image/Video Deep Anomaly Detection: A Survey by Bahram Mohammadi et al
03-05-2021	Anomaly detection and automatic labeling for solar cell quality inspection based on Generative Adversarial Network by Balzategui Julen et al
03-03-2021	DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization by Javier Hernandez et al
03-02-2021	Using CNNs to Identify the Origin of Finger Vein Image by Babak Maser et al
03-02-2021	Real Masks and Fake Faces: On the Masked Face Presentation Attack Detection by Meiling Fang et al
03-05-2021	FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation by Cosmin I. Bercea et al
03-02-2021	Square Root Bundle Adjustment for Large-Scale Reconstruction by Nikolaus Demmel et al
03-02-2021	Group-wise Inhibition based Feature Regularization for Robust Classification by Haozhe Liu et al
03-02-2021	Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases by Xiao Huang et al
03-04-2021	Rover Relocalization for Mars Sample Return by Virtual Template Synthesis and Matching by Tu-Hoa Pham et al
03-02-2021	TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning by Bingyan Liu et al
03-05-2021	Cycle Self-Training for Domain Adaptation by Hong Liu et al
03-03-2021	EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation by Yecheng Lyu et al
03-05-2021	Slow-Fast Auditory Streams For Audio Recognition by Evangelos Kazakos et al
03-03-2021	Domain and View-point Agnostic Hand Action Recognition by Alberto Sabater et al
03-03-2021	FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation by Yisheng He et al
03-05-2021	ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation by Raunak Dey et al
03-03-2021	Land Cover Mapping in Limited Labels Scenario: A Survey by Rahul Ghosh et al
03-05-2021	Harnessing Geometric Constraints from Auxiliary Labels to Improve Embedding Functions for One-Shot Learning by Anand Ramakrishnan et al
03-04-2021	Vicinal and categorical domain adaptation by Hui Tang et al
03-03-2021	General Instance Distillation for Object Detection by Xing Dai et al
03-05-2021	Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) by Jean Le'Clerc Arrastia et al
03-03-2021	FSDR: Frequency Space Domain Randomization for Domain Generalization by Jiaxing Huang et al
03-05-2021	FloMo: Tractable Motion Prediction with Normalizing Flows by Christoph Schöller et al
03-05-2021	Variational Structured Attention Networks for Deep Visual Representation Learning by Guanglei Yang et al
03-02-2021	Avoiding Degeneracy for Monocular Visual SLAM with Point and Line Features by Hyunjun Lim et al
03-03-2021	Non-local Channel Aggregation Network for Single Image Rain Removal by Zhipeng Su et al
03-03-2021	Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification by Saman Motamed et al
03-02-2021	Brain-inspired algorithms for processing of visual data by Nicola Strisciuglio
03-02-2021	An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images by Alexandros Papadopoulos et al
03-02-2021	Network Pruning via Resource Reallocation by Yuenan Hou et al
03-02-2021	Efficient Deep Image Denoising via Class Specific Convolution by Lu Xu et al
03-03-2021	OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association by Sven Kreiss et al
03-02-2021	PML: Progressive Margin Loss for Long-tailed Age Classification by Zongyong Deng et al
03-02-2021	Unmasking Face Embeddings by Self-restrained Triplet Loss for Accurate Masked Face Recognition by Fadi Boutros et al
03-03-2021	K-means Segmentation Based-on Lab Color Space for Embryo Egg Detection by Shoffan Saifullah
03-03-2021	Arthroscopic Multi-Spectral Scene Segmentation Using Deep Learning by Shahnewaz Ali et al
03-02-2021	IdentityDP: Differential Private Identification Protection for Face Images by Yunqian Wen et al
03-03-2021	RGB Matters: Learning 7-DoF Grasp Poses on Monocular RGBD Images by Minghao Gou et al
03-03-2021	LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment by Fabian Duerr et al
03-02-2021	DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations by Eitan Borgnia et al
03-03-2021	Motion Classification and Height Estimation of Pedestrians Using Sparse Radar Data by Markus Horn et al
03-02-2021	An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks by Shiqing Fan et al
03-05-2021	Real-time RGBD-based Extended Body Pose Estimation by Renat Bashirov et al
03-02-2021	Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning by Pengfei Guo et al
03-02-2021	Exploiting latent representation of sparse semantic layers for improved short-term motion prediction with Capsule Networks by Albert Dulian et al
03-05-2021	Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification by Fengbei Liu et al
03-04-2021	Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks by Teppei Suzuki
03-02-2021	A Comprehensive Study on Face Recognition Biases Beyond Demographics by Philipp Terhörst et al
03-05-2021	NemaNet: A convolutional neural network model for identification of nematodes soybean crop in brazil by Andre da Silva Abade et al
03-05-2021	A Convolutional Architecture for 3D Model Embedding by Arniel Labrada et al
03-05-2021	Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding by Ananya Jana et al
03-05-2021	SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation by Boxiang Yun et al
03-05-2021	VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges by Robert-Jan Bruintjes et al
03-02-2021	Inter-class Discrepancy Alignment for Face Recognition by Jiaheng Liu et al
03-05-2021	Peer Learning for Skin Lesion Classification by Tariq Bdair et al
03-02-2021	Sequence-Based Filtering for Visual Route-Based Navigation: Analysing the Benefits, Trade-offs and Design Choices by Mihnea-Alexandru Tomită et al
03-02-2021	Material Measurement Units: Foundations Through a Survey by Federico Zocco et al
03-02-2021	Uncertainty guided semi-supervised segmentation of retinal layers in OCT images by Suman Sedai et al
03-05-2021	Signal-level Fusion for Indexing and Retrieval of Facial Biometric Data by Pawel Drozdowski et al
03-05-2021	An Application-Driven Conceptualization of Corner Cases for Perception in Highly Automated Driving by Florian Heidecker et al
03-05-2021	Self-Supervised Longitudinal Neighbourhood Embedding by Jiahong Ouyang et al
03-05-2021	OperA: Attention-Regularized Transformers for Surgical Phase Recognition by Tobias Czempiel et al
03-05-2021	Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation by Devavrat Tomar et al
03-05-2021	Effects of Image Compression on Face Image Manipulation Detection: A Case Study on Facial Retouching by Christian Rathgeb et al
03-05-2021	Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning by Biao Gao et al
03-05-2021	GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra by Maciej Besta et al
03-04-2021	Unsupervised Motion Representation Enhanced Network for Action Recognition by Xiaohang Yang et al
03-02-2021	CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds by Ge Gao et al
03-04-2021	Point Cloud based Hierarchical Deep Odometry Estimation by Farzan Erlik Nowruzi et al
03-04-2021	Goal-Oriented Gaze Estimation for Zero-Shot Learning by Yang Liu et al
03-02-2021	Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery by Chen Wu et al
03-05-2021	IAFA: Instance-aware Feature Aggregation for 3D Object Detection from a Single Image by Dingfu Zhou et al
03-05-2021	Fast Interactive Video Object Segmentation with Graph Neural Networks by Viktor Varga et al
03-05-2021	Multi-Session Visual SLAM for Illumination Invariant Localization in Indoor Environments by Mathieu Labbé et al
03-04-2021	Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images by Yu Tian et al
03-02-2021	A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition by Pavel Sinha et al
03-04-2021	Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image Analysis by Aleksandar Vakanski et al
03-03-2021	ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans by Cher Bass et al
03-04-2021	Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food by Quin Thames et al
03-02-2021	Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement by Hongming Luo et al
03-04-2021	A Deep Learning Approach to Mapping Irrigation: IrrMapper-U-Net by Thomas Colligan et al
03-04-2021	PolarNet: Accelerated Deep Open Space Segmentation Using Automotive Radar in Polar Domain by Farzan Erlik Nowruzi et al
03-02-2021	A Practical Framework for ROI Detection in Medical Images -- a case study for hip detection in anteroposterior pelvic radiographs by Feng-Yu Liu et al