2021.2.22 Vision papers

02-17-2021	LambdaNetworks: Modeling Long-Range Interactions Without Attention by Irwan Bello
02-17-2021	Contrastive Learning Inverts the Data Generating Process by Roland S. Zimmermann et al
02-17-2021	Mobile Computational Photography: A Tour by Mauricio Delbracio et al
02-16-2021	GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training by Chen Zhu et al
02-17-2021	ShaRF: Shape-conditioned Radiance Fields from a Single View by Konstantinos Rematas et al
02-18-2021	Unbiased Teacher for Semi-Supervised Object Detection by Yen-Cheng Liu et al
02-17-2021	Weakly Supervised Learning of Rigid 3D Scene Flow by Zan Gojcic et al
02-17-2021	Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts by Soravit Changpinyo et al
02-17-2021	CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings by Pranav Rajpurkar et al
02-18-2021	Delving into Deep Imbalanced Regression by Yuzhe Yang et al
02-18-2021	Clockwork Variational Autoencoders for Video Prediction by Vaibhav Saxena et al
02-17-2021	Crop mapping from image time series: deep learning with multi-scale label hierarchies by Mehmet Ozgur Turkoglu et al
02-18-2021	SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering by Bo Liu et al
02-18-2021	A Comprehensive Review of Deep Learning-based Single Image Super-resolution by Syed Muhammad Arsalan Bashir et al
02-18-2021	DINO: A Conditional Energy-Based GAN for Domain Translation by Konstantinos Vougioukas et al
02-18-2021	Hierarchical Similarity Learning for Language-based Product Image Retrieval by Zhe Ma et al
02-18-2021	Essentials for Class Incremental Learning by Sudhanshu Mittal et al
02-16-2021	Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies by Mike Walmsley et al
02-17-2021	Understanding and Creating Art with AI: Review and Outlook by Eva Cetinic et al
02-18-2021	Robust PDF Document Conversion Using Recurrent Neural Networks by Nikolaos Livathinos et al
02-18-2021	VAE Approximation Error: ELBO and Conditional Independence by Dmitrij Schlesinger et al
02-17-2021	NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation by Mohamed Amgad et al
02-17-2021	Improved Point Transformation Methods For Self-Supervised Depth Prediction by Chen Ziwen et al
02-18-2021	Biometrics in the Era of COVID-19: Challenges and Opportunities by Marta Gomez-Barrero et al
02-17-2021	DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates by Minghua Liu et al
02-18-2021	Domain Adaptation for Medical Image Analysis: A Survey by Hao Guan et al
02-18-2021	Hierarchical Attention Fusion for Geo-Localization by Liqi Yan et al
02-18-2021	DSRN: an Efficient Deep Network for Image Relighting by Sourya Dipta Das et al
02-17-2021	Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking by Jiachen Li et al
02-18-2021	CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning by Chen Wei et al
02-17-2021	Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data by Axel Elaldi et al
02-18-2021	DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results by Liming Jiang et al
02-18-2021	StablePose: Learning 6D Object Poses from Geometrically Stable Patches by Junwen Huang et al
02-18-2021	Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification by Abdallah Benzine et al
02-17-2021	BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentation by Xing Li et al
02-18-2021	Minimizing false negative rate in melanoma detection and providing insight into the causes of classification by Ellák Somfai et al
02-17-2021	Bridging the Gap Between Adversarial Robustness and Optimization Bias by Fartash Faghri et al
02-18-2021	Deep Gait Recognition: A Survey by Alireza Sepas-Moghaddam et al
02-17-2021	Densely Nested Top-Down Flows for Salient Object Detection by Chaowei Fang et al
02-18-2021	GradFreeBits: Gradient Free Bit Allocation for Dynamic Low Precision Neural Networks by Benjamin J. Bodner et al
02-18-2021	PLAM: a Posit Logarithm-Approximate Multiplier for Power Efficient Posit-based DNNs by Raul Murillo et al
02-18-2021	HandTailor: Towards High-Precision Monocular 3D Hand Recovery by Jun Lv et al
02-17-2021	ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs by Sebastian Monka et al
02-16-2021	Hierarchical VAEs Know What They Dont Know by Jakob D. Havtorn et al
02-17-2021	Domain Impression: A Source Data Free Domain Adaptation Method by Vinod K Kurmi et al
02-16-2021	Hough2Map -- Iterative Event-based Hough Transform for High-Speed Railway Mapping by Florian Tschopp et al
02-18-2021	Vision-Aided 6G Wireless Communications: Blockage Prediction and Proactive Handoff by Gouranga Charan et al
02-18-2021	Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Progressive Exaggeration on Chest X-rays by Joseph Paul Cohen et al
02-18-2021	Sliced L2L2 Distance for Colour Grading by Hana Alghamdi et al
02-17-2021	Learning Invariant Representation of Tasks for Robust Surgical State Estimation by Yidan Qin et al
02-18-2021	Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction by Daniel Gehrig et al
02-17-2021	Multi-Agent Reinforcement Learning of 3D Furniture Layout Simulation in Indoor Graphics Scenes by Xinhan Di et al
02-17-2021	Automated Detection of Equine Facial Action Units by Zhenghong Li et al
02-17-2021	One-shot action recognition towards novel assistive therapies by Alberto Sabater et al
02-18-2021	Image Compositing for Segmentation of Surgical Tools without Manual Annotations by Luis C. Garcia-Peraza-Herrera et al
02-17-2021	Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n1/n Parameters by Aston Zhang et al
02-17-2021	NFCNN: Toward a Noise Fusion Convolutional Neural Network for Image Denoising by Maoyuan Xu et al
02-16-2021	Active Face Frontalization using Commodity Unmanned Aerial Vehicles by Nagashri Lakshminarayana et al
02-16-2021	Instance Localization for Self-supervised Detection Pretraining by Ceyuan Yang et al
02-18-2021	HVAQ: A High-Resolution Vision-Based Air Quality Dataset by Zuohui Chen et al
02-16-2021	Dataset Condensation with Differentiable Siamese Augmentation by Bo Zhao et al
02-17-2021	S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration by Zhiqiang Shen et al
02-16-2021	EfficientLPS: Efficient LiDAR Panoptic Segmentation by Kshitij Sirohi et al
02-16-2021	Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models by Zixuan Liu et al
02-16-2021	Boosting Deep Transfer Learning for COVID-19 Classification by Fouzia Altaf et al
02-16-2021	SiMaN: Sign-to-Magnitude Network Binarization by Mingbao Lin et al
02-16-2021	An AutoML-based Approach to Multimodal Image Sentiment Analysis by Vasco Lopes et al
02-16-2021	Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images by Sampa Misra et al
02-17-2021	Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks by Jonas Denck et al
02-16-2021	Accurate and Clear Precipitation Nowcasting with Consecutive Attention and Rain-map Discrimination by Ashesh et al
02-17-2021	Temporal Memory Attention for Video Semantic Segmentation by Hao Wang et al
02-16-2021	Restore from Restored: Single-image Inpainting by Eun Hye Lee et al
02-17-2021	A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images by Qazi Ammar Arshad et al
02-16-2021	Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries by Swathikiran Sudhakaran et al
02-16-2021	A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality by Caglar Aytekin et al
02-16-2021	A Generic Descent Aggregation Framework for Gradient-based Bi-level Optimization by Risheng Liu et al
02-17-2021	On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification by Alejandro Barredo Arrieta et al
02-16-2021	Learning Invariant Representations using Inverse Contrastive Loss by Aditya Kumar Akash et al
02-17-2021	Domain Generalization Needs Stochastic Weight Averaging for Robustness on Domain Shifts by Junbum Cha et al
02-16-2021	Does deep machine vision have just noticeable difference (JND)? by Jian Jin et al
02-19-2021	Training cascaded networks for speeded decisions using a temporal-difference loss by Michael L. Iuzzolino et al
02-16-2021	Uncertainty-based method for improving poorly labeled segmentation datasets by Ekaterina Redekop et al
02-17-2021	A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection by Cheng Zhang et al
02-16-2021	A comparative study on movement feature in different directions for micro-expression recognition by Jinsheng Wei et al
02-17-2021	Preventing Posterior Collapse Induced by Oversmoothing in Gaussian VAE by Yuhta Takida et al
02-17-2021	I Want This Product but Different : Multimodal Retrieval with Synthetic Query Expansion by Ivona Tautkute et al
02-16-2021	Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images by Kartikeya Badola et al
02-16-2021	Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications by Andras Kupcsik et al
02-16-2021	EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search by Vasco Lopes et al
02-17-2021	Coupled Feature Learning for Multimodal Medical Image Fusion by Farshad G. Veshki et al
02-17-2021	Evolving GAN Formulations for Higher Quality Image Synthesis by Santiago Gonzalez et al
02-17-2021	SPAN: a Simple Predict & Align Network for Handwritten Paragraph Recognition by Denis Coquenet et al
02-16-2021	LEAD: LiDAR Extender for Autonomous Driving by Jianing Zhang et al
02-19-2021	Discriminant Dynamic Mode Decomposition for Labeled Spatio-Temporal Data Collections by Naoya Takeishi et al
02-18-2021	Continual Learning for Blind Image Quality Assessment by Weixia Zhang et al
02-16-2021	DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction by Tao Wang et al
02-16-2021	TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation by Yundong Zhang et al
02-19-2021	ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising by Kanggeun Lee et al
02-16-2021	Deep cross-modality (MR-CT) educed distillation learning for cone beam CT lung tumor segmentation by Jue Jiang et al
02-16-2021	A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images by Junzheng Wu et al
02-17-2021	Cardiac Motion Modeling with Parallel Transport and Shape Splines by Nicolas Guigui et al
02-16-2021	A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection by Ning Li et al
02-16-2021	Composing Pick-and-Place Tasks By Grounding Language by Oier Mees et al
02-19-2021	Compact and adaptive multiplane images for view synthesis by Julia Navarro et al
02-19-2021	VisuoSpatial Foresight for Physical Sequential Fabric Manipulation by Ryan Hoque et al
02-17-2021	An Enhanced Adversarial Network with Combined Latent Features for Spatio-Temporal Facial Affect Estimation in the Wild by Decky Aspandi et al
02-19-2021	Pose Guided Person Image Generation with Hidden p-Norm Regression by Ting-Yao Hu et al
02-16-2021	Multi-Attribute Enhancement Network for Person Search by Lequan Chen et al
02-16-2021	A Review of Testing Object-Based Environment Perception for Safe Automated Driving by Michael Hoss et al
02-19-2021	Subjective Assessments of Legibility in Ancient Manuscript Images -- The SALAMI Dataset by Simon Brenner et al
02-19-2021	Trends in Vehicle Re-identification Past, Present, and Future: A Comprehensive Review by Zakria et al
02-18-2021	A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation by del Amor Rocío et al
02-16-2021	Learning deep multiresolution representations for pansharpening by Hannan Adeel et al
02-16-2021	Just Noticeable Difference for Machine Perception and Generation of Regularized Adversarial Images with Minimal Perturbation by Adil Kaan Akan et al
02-19-2021	Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays by Antoine Spahr et al
02-19-2021	Effective and Efficient Vote Attack on Capsule Networks by Jindong Gu et al
02-16-2021	Shape-Tailored Deep Neural Networks by Naeemullah Khan et al
02-19-2021	Re-rank Coarse Classification with Local Region Enhanced Features for Fine-Grained Image Recognition by Shaokang Yang et al
02-19-2021	SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving by George Eskandar et al
02-16-2021	Selfie Periocular Verification using an Efficient Super-Resolution Approach by Juan Tapia et al
02-19-2021	A GAN-Based Input-Size Flexibility Model for Single Image Dehazing by Shichao Kan et al
02-18-2021	One Shot Audio to Animated Video Generation by Neeraj Kumar et al
02-16-2021	Feature Pyramid Network with Multi-Head Attention for Semantic Segmentation of Fine-Resolution Remotely Sensed Images by Rui Li et al
02-19-2021	Serial-parallel Multi-Scale Feature Fusion for Anatomy-Oriented Hand Joint Detection by Bin Li et al
02-19-2021	Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology by Luis C. Garcia-Peraza-Herrera et al
02-18-2021	Benefits of Linear Conditioning for Segmentation using Metadata by Andreanne Lemay et al
02-18-2021	Noise Entangled GAN For Low-Dose CT Simulation by Chuang Niu et al
02-19-2021	Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace by Zhiyi Pan et al
02-16-2021	On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery by Amirabbas Davari et al
02-18-2021	Improving DeepFake Detection Using Dynamic Face Augmentation by Sowmen Das et al
02-16-2021	Improving Visual Place Recognition Performance by Maximising Complementarity by Maria Waheed et al