2022.2.7 Vision papers

02-02-2022	VOS: Learning What You Dont Know by Virtual Outlier Synthesis by Xuefeng Du et al
02-01-2022	StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets by Axel Sauer et al
02-01-2022	Datamodels: Predicting Predictions from Training Data by Andrew Ilyas et al
02-01-2022	Fully Online Meta-Learning Without Task Boundaries by Jathushan Rajasegaran et al
02-04-2022	Webly Supervised Concept Expansion for General Purpose Vision Models by Amita Kamath et al
02-04-2022	Neural Dual Contouring by Zhiqin Chen et al
02-04-2022	Learning with Neighbor Consistency for Noisy Labels by Ahmet Iscen et al
02-03-2022	Spatial Computing and Intuitive Interaction: Bringing Mixed Reality and Robotics Together by Jeffrey Delmerico et al
02-01-2022	Interactron: Embodied Adaptive Object Detection by Klemen Kotar et al
02-01-2022	Active Audio-Visual Separation of Dynamic Sound Sources by Sagnik Majumder et al
02-03-2022	Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport by Mahdi Saleh et al
02-03-2022	The Met Dataset: Instance-level Recognition for Artworks by Nikolaos-Antonios Ypsilantis et al
02-01-2022	Stay Positive: Non-Negative Image Synthesis for Augmented Reality by Katie Luo et al
02-01-2022	On-Sensor Binarized Fully Convolutional Neural Network with A Pixel Processor Array by Yanan Liu et al
02-01-2022	Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space by Steeven Janny et al
02-01-2022	Laplacian2Mesh: Laplacian-Based Mesh Understanding by Qiujie Dong et al
02-02-2022	Auto-Transfer: Learning to Route Transferrable Representations by Keerthiram Murugesan et al
02-01-2022	Deep Kernelized Dense Geometric Matching by Johan Edstedt et al
02-02-2022	An Eye for an Eye: Defending against Gradient-based Attacks with Gradients by Hanbin Hong et al
02-02-2022	Eikonal Fields for Refractive Novel-View Synthesis by Mojtaba Bemana et al
02-01-2022	Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness by Farnaz Khun Jush et al
02-01-2022	Extension -- Adaptive Sampling with Implicit Radiance Field by Yuchi Huo
02-01-2022	A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning by Umang Aggarwal et al
02-01-2022	Sim2Real Object-Centric Keypoint Detection and Description by Chengliang Zhong et al
02-02-2022	Cyclical Pruning for Sparse Neural Networks by Suraj Srinivas et al
02-03-2022	PARCEL: Physics-based unsupervised contrastive representation learning for parallel MR imaging by Shanshan Wang et al
02-03-2022	SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control by Joshua L. Pulsipher et al
02-02-2022	Does Video Compression Impact Tracking Accuracy? by Takehiro Tanaka et al
02-03-2022	Concept Bottleneck Model with Additional Unsupervised Concepts by Yoshihide Sawada et al
02-03-2022	Optimized Potential Initialization for Low-latency Spiking Neural Networks by Tong Bu et al
02-02-2022	DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation by Qing Xu et al
02-02-2022	Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language by Joachim Gudmundsson et al
02-02-2022	Dictionary learning for clustering on hyperspectral images by Joshua Bruton et al
02-01-2022	Access Control of Object Detection Models Using Encrypted Feature Maps by Teru Nagamori et al
02-01-2022	ISNet: Costless and Implicit Image Segmentation for Deep Classifiers, with Application in COVID-19 Detection by Pedro R. A. S. Bassi
02-04-2022	Feature-Style Encoder for Style-Based GAN Inversion by Xu Yao et al
02-04-2022	Interactive Mobile App Navigation with Uncertain or Under-specified Natural Language Commands by Andrea Burns et al
02-01-2022	Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification by Yuxin Wen et al
02-04-2022	Grounding Answers for Visual Questions Asked by Visually Impaired People by Chongyan Chen et al
02-01-2022	Minority Class Oriented Active Learning for Imbalanced Datasets by Umang Aggarwal et al
02-03-2022	Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks by Benjamin Filtjens et al
02-03-2022	FORML: Learning to Reweight Data for Fairness by Bobby Yan et al
02-03-2022	Weakly Supervised Nuclei Segmentation via Instance Learning by Weizhen Liu et al
02-03-2022	Fast Online Video Super-Resolution with Deformable Attention Pyramid by Dario Fuoli et al
02-01-2022	IFOR: Iterative Flow Minimization for Robotic Object Rearrangement by Ankit Goyal et al
02-02-2022	Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features by Zhaowei Zhu et al
02-01-2022	Evaluating Feature Attribution: An Information-Theoretic Perspective by Yao Rong et al
02-04-2022	Image-to-Image MLP-mixer for Image Reconstruction by Youssef Mansour et al
02-03-2022	DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts by Wenzhen Zhu et al
02-04-2022	Video Violence Recognition and Localization using a Semi-Supervised Hard-Attention Model by Hamid Mohammadi et al
02-02-2022	CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving by Hao Shi et al
02-03-2022	Characterization of Semantic Segmentation Models on Mobile Platforms for Self-Navigation in Disaster-Struck Zones by Ryan Zelek et al
02-01-2022	Adversarial Imitation Learning from Video using a State Observer by Haresh Karnan et al
02-01-2022	The impact of removing head movements on audio-visual speech enhancement by Zhiqi Kang et al
02-03-2022	Boosting Monocular Depth Estimation with Sparse Guided Points by Guangkai Xu et al
02-03-2022	Trajectory Forecasting from Detection with Uncertainty-Aware Motion Encoding by Pu Zhang et al
02-01-2022	Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks by Anne Harrington et al
02-01-2022	Continual Attentive Fusion for Incremental Learning in Semantic Segmentation by Guanglei Yang et al
02-02-2022	Probabilistically Robust Learning: Balancing Average- and Worst-case Performance by Alexander Robey et al
02-04-2022	CGS-Net: Aggregating Colour, Geometry and Semantic Features for Large-Scale Indoor Place Recognition by Yuhang Ming et al
02-04-2022	Heed the Noise in Performance Evaluations in Neural Architecture Search by Arkadiy Dushatskiy et al
02-04-2022	Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks by Wangbin Ding et al
02-02-2022	Gradient Variance Loss for Structure-Enhanced Image Super-Resolution by Lusine Abrahamyan et al
02-01-2022	Sinogram Enhancement with Generative Adversarial Networks using Shape Priors by Emilien Valat et al
02-02-2022	Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts by Syed Adnan Yusuf et al
02-04-2022	Edge-Selective Feature Weaving for Point Cloud Matching by Rintaro Yanagi et al
02-02-2022	Accurate calibration of surround view camera systems from a generalization of the hand eye constraint by Yifu Wang et al
02-02-2022	GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information by Hai Dang et al
02-01-2022	Multi-Order Networks for Action Unit Detection by Gauthier Tallec et al
02-04-2022	NeAT: Neural Adaptive Tomography by Darius Rückert et al
02-01-2022	Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction by Jiawei Lu et al
02-02-2022	Multi-Resolution Factor Graph Based Stereo Correspondence Algorithm by Hanieh Shabanian et al
02-01-2022	Decoupled IoU Regression for Object Detection by Yan Gao et al
02-01-2022	A generalizable approach based on U-Net model for automatic Intra retinal cyst segmentation in SD-OCT images by Razieh Ganjee et al
02-02-2022	Make Some Noise: Reliable and Efficient Single-Step Adversarial Training by Pau de Jorge et al
02-04-2022	Projection-based Point Convolution for Efficient Point Cloud Segmentation by Pyunghwan Ahn et al
02-04-2022	Bootstrapped Representation Learning for Skeleton-Based Action Recognition by Olivier Moliner et al
02-01-2022	Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics by Hangjie Yuan et al
02-02-2022	Image Forgery Detection with Interpretability by Ankit Katiyar et al
02-01-2022	CAESR: Conditional Autoencoder and Super-Resolution for Learned Spatial Scalability by Charles Bonnineau et al
02-04-2022	Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model by Vignesh Kannan et al
02-01-2022	From Explanations to Segmentation: Using Explainable AI for Image Segmentation by Clemens Seibold et al
02-04-2022	The devil is in the labels: Semantic segmentation from sentences by Wei Yin et al
02-01-2022	HCSC: Hierarchical Contrastive Selective Coding by Yuanfan Guo et al
02-02-2022	PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation by Yuyan Li et al
02-01-2022	An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation by Hritam Basak et al
02-03-2022	Brain Cancer Survival Prediction on Treatment-na ive MRI using Deep Anchor Attention Learning with Vision Transformer by Xuan Xu et al
02-04-2022	Personalized visual encoding model construction with small data by Zijin Gu et al
02-02-2022	Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation by Marco Rosano et al
02-04-2022	Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss by Junren Chen et al
02-02-2022	Automated processing of X-ray computed tomography images via panoptic segmentation for modeling woven composite textiles by Aaron Allred et al
02-01-2022	Mars Terrain Segmentation with Less Labels by Edwin Goh et al
02-01-2022	Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential by Soumyadeep Pal et al
02-01-2022	On Regularizing Coordinate-MLPs by Sameera Ramasinghe et al
02-02-2022	Unpaired Image Super-Resolution with Optimal Transport Maps by Milena Gazdieva et al
02-01-2022	Accelerating DNN Training with Structured Data Gradient Pruning by Bradley McDanel et al
02-03-2022	Danish Airs and Grounds: A Dataset for Aerial-to-Street-Level Place Recognition and Localization by Andrea Vallone et al
02-03-2022	HRBF-Fusion: Accurate 3D reconstruction from RGB-D data using on-the-fly implicits by Yabin Xu et al
02-01-2022	Local Feature Matching with Transformers for low-end devices by Kyrylo Kolodiazhnyi
02-01-2022	A Model for Multi-View Residual Covariances based on Perspective Deformation by Alejandro Fontan et al
02-04-2022	Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition by Lipeng Ke et al
02-01-2022	ADG-Pose: Automated Dataset Generation for Real-World Human Pose Estimation by Ghazal Alinezhad Noghre et al
02-01-2022	Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls by Farhad Maleki et al
02-01-2022	A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples by Natalia Garcia Martin et al
02-02-2022	Training Semantic Descriptors for Image-Based Localization by Ibrahim Cinaroglu et al
02-04-2022	Iterative Self Knowledge Distillation -- From Pothole Classification to Fine-Grained and COVID Recognition by Kuan-Chuan Peng
02-01-2022	A training-free recursive multiresolution framework for diffeomorphic deformable image registration by Ameneh Sheikhjafari et al
02-03-2022	Best Practices and Scoring System on Reviewing A.I. based Medical Imaging Papers: Part 1 Classification by Timothy L. Kline et al
02-03-2022	Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks by Ilkin Isler et al
02-04-2022	Multi-task head pose estimation in-the-wild by Roberto Valle et al
02-02-2022	MMSys22 Grand Challenge on AI-based Video Production for Soccer by Cise Midoglu et al
02-02-2022	MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray by Abril Corona-Figueroa et al
02-03-2022	Modified ResNet Model for MSI and MSS Classification of Gastrointestinal Cancer by CH Sai Venkatesh et al
02-01-2022	Review of Serial and Parallel Min-Cut/Max-Flow Algorithms for Computer Vision by Patrick M. Jensen et al
02-03-2022	ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking by Chong Xiang et al
02-03-2022	Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning by Nadezhda Koriakina et al
02-01-2022	Advances in MetaDL: AAAI 2021 challenge and workshop by Adrian El Baz et al
02-01-2022	Classification of Skin Cancer Images using Convolutional Neural Networks by Kartikeya Agarwal et al
02-01-2022	Should I take a walk? Estimating Energy Expenditure from Video Data by Kunyu Peng et al
02-03-2022	Retinal Vessel Segmentation with Pixel-wise Adaptive Filters by Mingxing Li et al
02-01-2022	A deep residual learning implementation of Metamorphosis by Matthis Maillard et al
02-03-2022	Deep Surface Reconstruction from Point Clouds with Visibility Information by Raphael Sulzer et al
02-03-2022	Predicting the impact of urban change in pedestrian and road safety by Cristina Bustos et al