2021.1.11 Vision papers

01-06-2021	VOGUE: Try-On by StyleGAN Interpolation Optimization by Kathleen M Lewis et al
01-07-2021	GAN-Control: Explicitly Controllable GANs by Alon Shoshan et al
01-05-2021	AutoDropout: Learning Dropout Patterns to Regularize Deep Networks by Hieu Pham et al
01-07-2021	TrackFormer: Multi-Object Tracking with Transformers by Tim Meinhardt et al
01-07-2021	Whos a Good Boy? Reinforcing Canine Behavior using Machine Learning in Real-Time by Jason Stock et al
01-07-2021	Distribution-Free, Risk-Controlling Prediction Sets by Stephen Bates et al
01-06-2021	Line Segment Detection Using Transformers without Edges by Yifan Xu et al
01-08-2021	VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency by Ruohan Gao et al
01-07-2021	PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation by Abdallah Benzine et al
01-06-2021	Adversarial Robustness by Design through Analog Computing and Synthetic Gradients by Alessandro Cappelli et al
01-07-2021	Self-Supervised Pretraining of 3D Features on any Point-Cloud by Zaiwei Zhang et al
01-07-2021	The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels by Austin Stone et al
01-07-2021	Where2Act: From Pixels to Actions for Articulated 3D Objects by Kaichun Mo et al
01-07-2021	PVA: Pixel-aligned Volumetric Avatars by Amit Raj et al
01-07-2021	The joint role of geometry and illumination on material recognition by Manuel Lagunas et al
01-07-2021	Self-Attention Based Context-Aware 3D Object Detection by Prarthana Bhattacharyya et al
01-07-2021	Few-Shot Learning with Class Imbalance by Mateusz Ochal et al
01-06-2021	Predicting Forest Fire Using Remote Sensing Data And Machine Learning by Suwei Yang et al
01-06-2021	Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation by Vishwesh Nath et al
01-06-2021	Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification by Shuwei Shen et al
01-07-2021	Progressive Self-Guided Loss for Salient Object Detection by Sheng Yang et al
01-05-2021	Scale-Aware Network with Regional and Semantic Attentions for Crowd Counting under Cluttered Background by Qiaosi Yi et al
01-06-2021	Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos by Bin Zhao et al
01-07-2021	Robust Text CAPTCHAs Using Adversarial Examples by Rulin Shao et al
01-06-2021	Single Shot Multitask Pedestrian Detection and Behavior Prediction by Prateek Agrawal et al
01-05-2021	Support Vector Machine and YOLO for a Mobile Food Grading System by Lili Zhu et al
01-06-2021	OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space by Sungkwon An et al
01-06-2021	LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification by Debesh Jha et al
01-07-2021	L2PF -- Learning to Prune Faster by Manoj-Rohit Vemparala et al
01-07-2021	Active learning for object detection in high-resolution satellite images by Alex Goupilleau et al
01-07-2021	Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks by Samuele Capobianco et al
01-07-2021	Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN by Joosoon Lee et al
01-08-2021	Predicting Semen Motility using three-dimensional Convolutional Neural Networks by Priyansi et al
01-07-2021	Multimodal Gait Recognition for Neurodegenerative Diseases by Aite Zhao et al
01-07-2021	VHS to HDTV Video Translation using Multi-task Adversarial Learning by Hongming Luo et al
01-07-2021	Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification by Engkarat Techapanurak et al
01-06-2021	Weakly-Supervised Multi-Face 3D Reconstruction by Jialiang Zhang et al
01-07-2021	A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset by Domenick Poster et al
01-05-2021	ISETAuto: Detecting vehicles with depth and radiance information by Zhenyi Liu et al
01-07-2021	MSED: a multi-modal sleep event detection model for clinical sleep analysis by Alexander Neergaard Olesen et al
01-07-2021	Multi-scale Information Assembly for Image Matting by Yu Qiao et al
01-07-2021	Associated Spatio-Temporal Capsule Network for Gait Recognition by Aite Zhao et al
01-06-2021	Learning Temporal Dynamics from Cycles in Narrated Video by Dave Epstein et al
01-06-2021	A Robust Illumination-Invariant Camera System for Agricultural Applications by Abhisesh Silwal et al
01-07-2021	Bridging In- and Out-of-distribution Samples for Their Better Discriminability by Engkarat Techapanurak et al
01-05-2021	Human Activity Recognition using Wearable Sensors: Review, Challenges, Evaluation Benchmark by Reem Abdel-Salam et al
01-07-2021	Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting by Katie Luo et al
01-07-2021	Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition by Le Hui et al
01-08-2021	InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation by Yaohui Wang et al
01-06-2021	On-Device Document Classification using multimodal features by Sugam Garg et al
01-07-2021	Learning Anthropometry from Rendered Humans by Song Yan et al
01-06-2021	Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks by Alan Q. Wang et al
01-05-2021	Novel View Synthesis via Depth-guided Skip Connections by Yuxin Hou et al
01-07-2021	Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds by Jingyu Gong et al
01-05-2021	On the Control of Attentional Processes in Vision by John K. Tsotsos et al
01-07-2021	Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation by Kang Li et al
01-07-2021	More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination by Jian Dai et al
01-05-2021	End-to-End Video Question-Answer Generation with Generator-Pretester Network by Hung-Ting Su et al
01-07-2021	From Learning to Relearning: A Framework for Diminishing Bias in Social Robot Navigation by Juana Valeria Hurtado et al
01-05-2021	TGCN: Time Domain Graph Convolutional Network for Multiple Objects Tracking by Jie Zhang
01-06-2021	Model Extraction and Defenses on Generative Adversarial Networks by Hailong Hu et al
01-06-2021	LAEO-Net++: revisiting people Looking At Each Other in videos by Manuel J. Marin-Jimenez et al
01-05-2021	Density Compensated Unrolled Networks for Non-Cartesian MRI Reconstruction by Zaccharie Ramzi et al
01-05-2021	Understanding the Ability of Deep Neural Networks to Count Connected Components in Images by Shuyue Guan et al
01-06-2021	Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation by Sandipan Choudhuri et al
01-07-2021	Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images by Tao Huang et al
01-05-2021	VersatileGait: A Large-Scale Synthetic Gait Dataset with Fine-GrainedAttributes and Complicated Scenarios by Huanzhang Dou et al
01-06-2021	Cauchy-Schwarz Regularized Autoencoder by Linh Tran et al
01-07-2021	Learning Grammar of Complex Activities via Deep Neural Networks by Becky Mashaido
01-06-2021	Multi-Stage Residual Hiding for Image-into-Audio Steganography by Wenxue Cui et al
01-06-2021	Ensemble and Random Collaborative Representation-Based Anomaly Detector for Hyperspectral Imagery by Rong Wang et al
01-06-2021	HAVANA: Hierarchical and Variation-Normalized Autoencoder for Person Re-identification by Jiawei Ren et al
01-05-2021	Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation by Qijun Luo et al
01-07-2021	Unsupervised Domain Adaptation of Black-Box Source Models by Haojian Zhang et al
01-06-2021	A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions by Wei Wang et al
01-06-2021	Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation by Yizi Chen et al
01-08-2021	Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification by Fanjie Kong et al
01-08-2021	Adversarial Attack Attribution: Discovering Attributable Signals in Adversarial ML Attacks by Marissa Dotter et al
01-06-2021	Smile and Laugh Expressions Detection Based on Local Minimum Key Points by Mina Mohammadi Dashti et al
01-07-2021	Learning Guided Electron Microscopy with Active Acquisition by Lu Mi et al
01-07-2021	Single Image Super-Resolution by Baran Ataman et al
01-05-2021	Spatial Attention Improves Iterative 6D Object Pose Estimation by Stefan Stevsic et al
01-08-2021	ADiag: Graph Neural Network Based Diagnosis of Alzheimers Disease by Vishnu Ram Sampathkumar
01-08-2021	Deep Convolutional Neural Network based Classification of Alzheimers Disease using MRI data by Ali Nawaz et al
01-05-2021	Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors by Christof A. Bertram et al
01-05-2021	Contextual colorization and denoising for low-light ultra high resolution sequences by N. Anantrasirichai et al
01-06-2021	RethNet: Object-by-Object Learning for Detecting Facial Skin Problems by Shohrukh Bekmirzaev
01-05-2021	Noise Sensitivity-Based Energy Efficient and Robust Adversary Detection in Neural Networks by Rachel Sterneck et al
01-05-2021	Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation by Jingkun Chen et al
01-06-2021	Modality-specific Distillation by Woojeong Jin et al
01-05-2021	WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection by Bojia Zi et al
01-05-2021	CycleGAN for Interpretable Online EMT Compensation by Henry Krumb et al
01-06-2021	Multi-object Tracking with a Hierarchical Single-branch Network by Fan Wang et al
01-07-2021	Heatmap-based 2D Landmark Detection with a Varying Number of Landmarks by Antonia Stern et al
01-05-2021	Learning Accurate Dense Correspondences and When to Trust Them by Prune Truong et al
01-05-2021	Learning from Synthetic Shadows for Shadow Detection and Removal by Naoto Inoue et al
01-05-2021	CLOI: An Automated Benchmark Framework For Generating Geometric Digital Twins Of Industrial Facilities by Eva Agapaki et al
01-05-2021	Mesh Reconstruction from Aerial Images for Outdoor Terrain Mapping Using Joint 2D-3D Learning by Qiaojun Feng et al
01-07-2021	Combining pretrained CNN feature extractors to enhance clustering of complex natural images by Joris Guerin et al
01-08-2021	One-Class Classification: A Survey by Pramuditha Perera et al
01-05-2021	Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture by Vikas Kumar Anand et al
01-08-2021	From Black-box to White-box: Examining Confidence Calibration under different Conditions by Franziska Schwaiger et al
01-05-2021	Monocular Depth Estimation for Soft Visuotactile Sensors by Rares Ambrus et al
01-06-2021	On the Tightness of Semidefinite Relaxations for Rotation Estimation by Lucas Brynte et al
01-05-2021	CNN-based Visual Ego-Motion Estimation for Fast MAV Maneuvers by Yingfu Xu et al
01-05-2021	PointCutMix: Regularization Strategy for Point Cloud Classification by Jinlai Zhang et al
01-05-2021	Local Memory Attention for Fast Video Semantic Segmentation by Matthieu Paul et al
01-05-2021	Local Propagation for Few-Shot Learning by Yann Lifchitz et al
01-07-2021	Off-Line Arabic Handwritten Words Segmentation using Morphological Operators by Nisreen AbdAllah et al
01-06-2021	Shallow-UWnet : Compressed Model for Underwater Image Enhancement by Ankita Naik et al
01-05-2021	Similarity Reasoning and Filtration for Image-Text Matching by Haiwen Diao et al
01-07-2021	Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction by Dan Xu et al
01-06-2021	A Unified Learning Approach for Hand Gesture Recognition and Fingertip Detection by Mohammad Mahmudul Alam et al
01-08-2021	Knowledge AI: New Medical AI Solution for Medical image Diagnosis by Yingni Wang et al
01-08-2021	Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search by Chenyang Gao et al
01-07-2021	Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks by Sebastian Palacio et al
01-05-2021	Look Twice: A Computational Model of Return Fixations across Tasks and Species by Mengmi Zhang et al
01-08-2021	A review for Tone-mapping Operators on Wide Dynamic Range Image by Ziyi Liu
01-08-2021	Residual networks classify inputs based on their neural transient dynamics by Fereshteh Lagzi
01-08-2021	Octave Mix: Data augmentation using frequency decomposition for activity recognition by Tatsuhito Hasegawa
01-08-2021	HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM Images by Zhimin Yuan et al
01-05-2021	High Precision Medicine Bottles Vision Online Inspection System and Classification Based on Multi-Features and Ensemble Learning via Independence Test by Le Ma et al
01-05-2021	GRAPPA-GANs for Parallel MRI Reconstruction by Nader Tavaf et al
01-05-2021	An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic by Moein Razavi et al