2021.12.27 Vision papers

12-23-2021	BANMo: Building Animatable 3D Neural Models from Many Casual Videos by Gengshan Yang et al
12-21-2021	StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation by Roy Or-El et al
12-21-2021	MPViT: Multi-Path Vision Transformer for Dense Prediction by Youngwan Lee et al
12-22-2021	NICE-SLAM: Neural Implicit Scalable Encoding for SLAM by Zihan Zhu et al
12-21-2021	JoJoGAN: One Shot Face Stylization by Min Jin Chong et al
12-22-2021	Open-Vocabulary Image Segmentation by Golnaz Ghiasi et al
12-22-2021	Cost Aggregation Is All You Need for Few-Shot Segmentation by Sunghwan Hong et al
12-23-2021	LaTr: Layout-Aware Transformer for Scene-Text VQA by Ali Furkan Biten et al
12-21-2021	Implicit Neural Video Compression by Yunfan Zhang et al
12-21-2021	Max-Margin Contrastive Learning by Anshul Shah et al
12-22-2021	Learning and Crafting for the Wide Multiple Baseline Stereo by Dmytro Mishkin
12-23-2021	ELSA: Enhanced Local Self-Attention for Vision Transformer by Jingkai Zhou et al
12-23-2021	SLIP: Self-supervision meets Language-Image Pre-training by Norman Mu et al
12-23-2021	DD-NeRF: Double-Diffusion Neural Radiance Field as a Generalizable Implicit Body Representation by Guangming Yao et al
12-21-2021	Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects by Atsuhiro Noguchi et al
12-23-2021	TagLab: A human-centric AI system for interactive semantic segmentation by Gaia Pavoni et al
12-22-2021	Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? by Ziwei Zhang et al
12-23-2021	3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Na\ive by Lei Wang et al
12-23-2021	PyCIL: A Python Toolbox for Class-Incremental Learning by Da-Wei Zhou et al
12-21-2021	INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis by Haomin Chen et al
12-23-2021	SeMask: Semantically Masked Transformers for Semantic Segmentation by Jitesh Jain et al
12-22-2021	Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving by Jingxiao Zheng et al
12-23-2021	KFWC: A Knowledge-Driven Deep Learning Model for Fine-grained Classification of Wet-AMD by Haihong E et al
12-23-2021	A Practical Data-Free Approach to One-shot Federated Learning with Heterogeneity by Jie Zhang et al
12-21-2021	MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context by Weijun Wang et al
12-23-2021	AI-based Reconstruction for Fast MRI -- A Systematic Review and Meta-analysis by Yutong Chen et al
12-21-2021	PrimSeq: a deep learning-based pipeline to quantitate rehabilitation training by Avinash Parnandi et al
12-21-2021	Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass by Stefan Oehmcke et al
12-22-2021	Multimodal Analysis of memes for sentiment extraction by Nayan Varma Alluri et al
12-21-2021	A Theoretical View of Linear Backpropagation and Its Convergence by Ziang Li et al
12-23-2021	Adaptive Modeling Against Adversarial Attacks by Zhiwen Yan et al
12-21-2021	Shape from Polarization for Complex Scenes in the Wild by Chenyang Lei et al
12-23-2021	Attentive Multi-View Deep Subspace Clustering Net by Run-kun Lu et al
12-23-2021	FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition by Chih-Ting Liu et al
12-22-2021	Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis by Xi Ouyang et al
12-23-2021	DILF-EN framework for Class-Incremental Learning by Mohammed Asad Karim et al
12-23-2021	Assessing the Impact of Attention and Self-Attention Mechanisms on the Classification of Skin Lesions by Rafael Pedro et al
12-21-2021	Learned ISTA with Error-based Thresholding for Adaptive Sparse Coding by Ziang Li et al
12-21-2021	Multi-Modality Distillation via Learning the teachers modality-level Gram Matrix by Peng Liu
12-21-2021	Efficient Registration of Forest Point Clouds by Global Matching of Relative Stem Positions by Xufei Wang et al
12-22-2021	Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network by Jun Wan et al
12-22-2021	More is Better: A Novel Multi-view Framework for Domain Generalization by Jian Zhang et al
12-23-2021	InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition by Andreea Glavan et al
12-23-2021	Your Face Mirrors Your Deepest Beliefs-Predicting Personality and Morals through Facial Emotion Recognition by P. A. Gloor et al
12-23-2021	PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving by Pengchuan Xiao et al
12-21-2021	Can We Use Neural Regularization to Solve Depth Super-Resolution? by Milena Gazdieva et al
12-23-2021	Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction by Ta-Ying Cheng et al
12-21-2021	Geometry-Aware Unsupervised Domain Adaptation by You-Wei Luo et al
12-22-2021	Few-Shot Object Detection: A Survey by Mona Köhler et al
12-22-2021	Dual Path Structural Contrastive Embeddings for Learning Novel Objects by Bingbin Li et al
12-22-2021	A Random Point Initialization Approach to Image Segmentation with Variational Level-sets by J. N. Mueller et al
12-21-2021	Transferable End-to-end Room Layout Estimation via Implicit Encoding by Hao Zhao et al
12-21-2021	Mapping industrial poultry operations at scale with deep learning and aerial imagery by Caleb Robinson et al
12-21-2021	SOIT: Segmenting Objects with Instance-Aware Transformers by Xiaodong Yu et al
12-23-2021	NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning by Tony Ng et al
12-21-2021	Exploring Credibility Scoring Metrics of Perception Systems for Autonomous Driving by Viren Khandal et al
12-21-2021	Cloud Sphere: A 3D Shape Representation via Progressive Deformation by Zongji Wang et al
12-22-2021	Recur, Attend or Convolve? Frame Dependency Modeling Matters for Cross-Domain Robustness in Action Recognition by Sofia Broomé et al
12-21-2021	fMRI Neurofeedback Learning Patterns are Predictive of Personal and Clinical Traits by Rotem Leibovitz et al
12-23-2021	Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier by Youngjo Lee et al
12-21-2021	RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality by Xiaohan Ding et al
12-23-2021	On the relationship between calibrated predictors and unbiased volume estimation by Teodora Popordanoska et al
12-23-2021	Manifold Learning Benefits GANs by Yao Ni et al
12-22-2021	YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles by Aduen Benjumea et al
12-22-2021	Simple and Effective Balance of Contrastive Losses by Arnaud Sors et al
12-22-2021	Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation by Agostina Larrazabal et al
12-22-2021	MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification by Majid Farhadloo et al
12-21-2021	Convolutional neural network based on transfer learning for breast cancer screening by Hussin Ragb et al
12-21-2021	Learned Queries for Efficient Local Attention by Moab Arar et al
12-22-2021	Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment by Weihang Dai et al
12-22-2021	High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network by Meng-Tzu Chiu et al
12-22-2021	Multimodal Personality Recognition using Cross-Attention Transformer and Behaviour Encoding by Tanay Agrawal et al
12-21-2021	Multispectral image fusion by super pixel statistics by Nati Ofir
12-22-2021	Binary Image Skeletonization Using 2-Stage U-Net by Mohamed A. Ghanem et al
12-23-2021	Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation by Xiaojie Zhao et al
12-23-2021	Data-efficient learning for 3D mirror symmetry detection by Yancong Lin et al
12-23-2021	Cross Modal Retrieval with Querybank Normalisation by Simion-Vlad Bogolin et al
12-22-2021	Fine-grained Multi-Modal Self-Supervised Learning by Duo Wang et al
12-22-2021	Automatic Estimation of Anthropometric Human Body Measurements by Dana Škorvánková et al
12-21-2021	EPNet++: Cascade Bi-directional Fusion for Multi-Modal 3D Object Detection by Zhe Liu et al
12-21-2021	Improving Robustness with Image Filtering by Matteo Terzi et al
12-22-2021	Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results by Liang Pan et al
12-23-2021	Predi\c{c}\~ao da Idade Cerebral a partir de Imagens de Resson\^ancia Magn\etica utilizando Redes Neurais Convolucionais by Victor H. R. Oliveira et al
12-21-2021	High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling by Ren-Wu Li et al
12-21-2021	Expansion-Squeeze-Excitation Fusion Network for Elderly Activity Recognition by Xiangbo Shu et al
12-21-2021	PONet: Robust 3D Human Pose Estimation via Learning Orientations Only by Jue Wang et al
12-23-2021	Digital Editions as Distant Supervision for Layout Analysis of Printed Books by Alejandro H. Toselli et al
12-23-2021	InDuDoNet+: A Model-Driven Interpretable Dual Domain Network for Metal Artifact Reduction in CT Images by Hong Wang et al
12-22-2021	Generalized Local Optimality for Video Steganalysis in Motion Vector Domain by Liming Zhai et al
12-22-2021	Fusion of medical imaging and electronic health records with attention and multi-head machanisms by Cheng Jiang et al
12-22-2021	Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction by Henrique Siqueira et al
12-22-2021	Multi-Centroid Representation Network for Domain Adaptive Person Re-ID by Yuhang Wu et al
12-22-2021	Comparing radiologists gaze and saliency maps generated by interpretability methods for chest x-rays by Ricardo Bigolin Lanfredi et al
12-22-2021	Community Detection in Medical Image Datasets: Using Wavelets and Spectral Methods by Roozbeh Yousefzadeh
12-21-2021	EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images by Prithviraj Dhar et al
12-22-2021	Meta-Learning and Self-Supervised Pretraining for Real World Image Translation by Ileana Rugina et al
12-21-2021	iSegFormer: Interactive Image Segmentation with Transformers by Qin Liu
12-21-2021	Point spread function estimation for blind image deblurring problems based on framelet transform by Reza Parvaz
12-22-2021	Deep learning for brain metastasis detection and segmentation in longitudinal MRI data by Yixing Huang et al
12-21-2021	Learning Human Motion Prediction via Stochastic Differential Equations by Kedi Lyu et al
12-22-2021	BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View by Junjie Huang et al
12-21-2021	Contrastive Object Detection Using Knowledge Graph Embeddings by Christopher Lang et al
12-22-2021	Exploring Inter-frequency Guidance of Image for Lightweight Gaussian Denoising by Zhuang Jia
12-22-2021	Entropy Regularized Iterative Weighted Shrinkage-Thresholding Algorithm (ERIWSTA): An Application to CT Image Restoration by Bingxue Wu et al
12-22-2021	Improved 2D Keypoint Detection in Out-of-Balance and Fall Situations -- combining input rotations and a kinematic model by Michael Zwölfer et al
12-23-2021	FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks by Hamd ul Moqeet Riaz et al
12-21-2021	Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization by Ziqi Zhou et al
12-21-2021	Review of Face Presentation Attack Detection Competitions by Zitong Yu et al
12-22-2021	CLEVR3D: Compositional Language and Elementary Visual Reasoning for Question Answering in 3D Real-World Scenes by Xu Yan et al
12-21-2021	GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping by Omid Taheri et al
12-22-2021	Human Activity Recognition on wrist-worn accelerometers using self-supervised neural networks by Niranjan Sridhar et al
12-21-2021	ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography by Mathé T. Zeegers et al
12-23-2021	Towards Universal GAN Image Detection by Davide Cozzolino et al
12-22-2021	Class-aware Sounding Objects Localization via Audiovisual Correspondence by Di Hu et al
12-22-2021	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles by Benjamin Kiefer et al
12-21-2021	GAN Based Boundary Aware Classifier for Detecting Out-of-distribution Samples by Sen Pei et al
12-23-2021	Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data by Ruining Deng et al
12-21-2021	Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation by Tariq M. Khan et al
12-22-2021	Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach by Kirill Sirotkin et al
12-22-2021	Ghost-dil-NetVLAD: A Lightweight Neural Network for Visual Place Recognition by Qingyuan Gong et al
12-21-2021	RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation by Tariq M Khan et al
12-21-2021	PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing by Dishanika Denipitiyage et al
12-22-2021	Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images by Thomas Lucas et al
12-21-2021	AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation by Mohsen Gholami et al
12-22-2021	Can Deep Neural Networks be Converted to Ultra Low-Latency Spiking Neural Networks? by Gourav Datta et al
12-22-2021	Geodesic squared exponential kernel for non-rigid shape registration by Florent Jousse et al
12-21-2021	Teacher-Student Architecture for Mixed Supervised Lung Tumor Segmentation by Vemund Fredriksen et al
12-22-2021	DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images by Young Oh Bang et al
12-22-2021	Bottom-up approaches for multi-person pose estimation and its applications: A brief review by Milan Kresović et al
12-21-2021	Decompose the Sounds and Pixels, Recompose the Events by Varshanth R. Rao et al
12-22-2021	Reflash Dropout in Image Super-Resolution by Xiangtao Kong et al
12-22-2021	Neuroevolution deep learning architecture search for estimation of river surface elevation from photogrammetric Digital Surface Models by Radosław Szostak et al
12-23-2021	Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey by Sagar Saxena et al
12-21-2021	A novel approach for the automated segmentation and volume quantification of cardiac fats on computed tomography by Érick Oliveira Rodrigues et al
12-22-2021	Few-shot Font Generation with Weakly Supervised Localized Representations by Song Park et al
12-22-2021	A Discriminative Single-Shot Segmentation Network for Visual Object Tracking by Alan Lukežič et al
12-21-2021	Real-time Street Human Motion Capture by Yanquan Chen et al
12-21-2021	MIA-Former: Efficient and Robust Vision Transformers via Multi-grained Input-Adaptation by Zhongzhi Yu et al
12-21-2021	Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types by Kihyuk Sohn et al
12-21-2021	Distribution-aware Margin Calibration for Semantic Segmentation in Images by Litao Yu et al
12-22-2021	NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis by Zuria Bauer et al
12-21-2021	Input-Specific Robustness Certification for Randomized Smoothing by Ruoxin Chen et al