2020.11.9 Vision papers

11-04-2020	Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding by Mike Roberts et al
11-04-2020	Physics-Informed Neural Network Super Resolution for Advection-Diffusion Models by Chulin Wang et al
11-05-2020	Intriguing Properties of Contrastive Losses by Ting Chen et al
11-03-2020	Rearrangement: A Challenge for Embodied AI by Dhruv Batra et al
11-05-2020	Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers by Zhaoshuo Li et al
11-04-2020	Few-Shot Font Generation with Deep Metric Learning by Haruka Aoki et al
11-05-2020	Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games by Alessandro Suglia et al
11-04-2020	Disentangling Latent Space for Unsupervised Semantic Face Editing by Kanglin Liu et al
11-06-2020	Modular Primitives for High-Performance Differentiable Rendering by Samuli Laine et al
11-06-2020	Disentangling 3D Prototypical Networks For Few-Shot Concept Learning by Mihir Prabhudesai et al
11-03-2020	Single Image Human Proxemics Estimation for Visual Social Distancing by Maya Aghaei et al
11-05-2020	DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation by Zhenxing Zhang et al
11-04-2020	Deep Image Compositing by He Zhang et al
11-04-2020	Learning and Evaluating Representations for Deep One-class Classification by Kihyuk Sohn et al
11-04-2020	Compositional Scalable Object SLAM by Akash Sharma et al
11-04-2020	Transforming Facial Weight of Real Images by Editing Latent Space of StyleGAN by V N S Rama Krishna Pinnimty et al
11-04-2020	Learning a Decentralized Multi-arm Motion Planner by Huy Ha et al
11-05-2020	Fast Object Detection with Latticed Multi-Scale Feature Fusion by Yue Shi et al
11-04-2020	Uncertainty-Aware Voxel based 3D Object Detection and Tracking with von-Mises Loss by Yuanxin Zhong et al
11-05-2020	Center-wise Local Image Mixture For Contrastive Representation Learning by Hao Li et al
11-05-2020	This Looks Like That, Because ... Explaining Prototypes for Interpretable Image Recognition by Meike Nauta et al
11-04-2020	Multi-layer Feature Aggregation for Deep Scene Parsing Models by Litao Yu et al
11-05-2020	Goal-driven Long-Term Trajectory Prediction by Hung Tran et al
11-03-2020	VEGA: Towards an End-to-End Configurable AutoML Pipeline by Bochao Wang et al
11-04-2020	Monitoring the Impact of Wildfires on Tree Species with Deep Learning by Wang Zhou et al
11-03-2020	Learning Visual Representations for Transfer Learning by Suppressing Texture by Shlok Mishra et al
11-05-2020	Deep Metric Learning with Spherical Embedding by Dingyi Zhang et al
11-04-2020	Universal Multi-Source Domain Adaptation by Yueming Yin et al
11-05-2020	Deep Active Learning with Augmentation-based Consistency Estimation by SeulGi Hong et al
11-03-2020	Generating Unobserved Alternatives: A Case Study through Super-Resolution and Decompression by Shichong Peng et al
11-05-2020	Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGA by Adnan Siraj Rakin et al
11-03-2020	A Deep Temporal Fusion Framework for Scene Flow Using a Learnable Motion Model and Occlusions by René Schuster et al
11-05-2020	Few-Shot Object Detection in Real Life: Case Study on Auto-Harvest by Kevin Riou et al
11-05-2020	An analysis of the transfer learning of convolutional neural networks for artistic images by Nicolas Gonthier et al
11-04-2020	Improved Algorithm for Seamlessly Creating Infinite Loops from a Video Clip, while Preserving Variety in Textures by Kunjal Panchal
11-04-2020	A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor Segmentation by Chenggang Lyu et al
11-04-2020	DeepReg: a deep learning toolkit for medical image registration by Yunguan Fu et al
11-05-2020	Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction by Xuanzhao Wang et al
11-04-2020	GPR-based Model Reconstruction System for Underground Utilities Using GPRNet by Jinglun Feng et al
11-04-2020	Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video by Naoki Kato et al
11-05-2020	CompressAI: a PyTorch library and evaluation platform for end-to-end compression research by Jean Bégaint et al
11-05-2020	Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks by David Peer et al
11-05-2020	AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection by Hao Zhu et al
11-03-2020	Self-Adaptively Learning to Demoire from Focused and Defocused Image Pairs by Lin Liu et al
11-04-2020	Lets Play Music: Audio-driven Performance Video Generation by Hao Zhu et al
11-03-2020	Learning 3D Dynamic Scene Representations for Robot Manipulation by Zhenjia Xu et al
11-05-2020	Hyperrealistic Image Inpainting with Hypergraphs by Gourav Wadhwa et al
11-05-2020	Defense-friendly Images in Adversarial Attacks: Dataset and Metrics forPerturbation Difficulty by Camilo Pestana et al
11-04-2020	Utilizing Every Image Object for Semi-supervised Phrase Grounding by Haidong Zhu et al
11-04-2020	DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces by Rahul Venkatesh et al
11-04-2020	Mutual Modality Learning for Video Action Classification by Stepan Komkov et al
11-04-2020	Covariance Self-Attention Dual Path UNet for Rectal Tumor Segmentation by Haijun Gao et al
11-05-2020	UAV-AdNet: Unsupervised Anomaly Detection using Deep Neural Networks for Aerial Surveillance by Ilker Bozcan et al
11-05-2020	A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning by Jiayun Li et al
11-05-2020	Improving Robotic Grasping on Monocular Images Via Multi-Task Learning and Positional Loss by William Prew et al
11-03-2020	DR-Unet104 for Multimodal MRI brain tumor segmentation by Jordan Colman et al
11-04-2020	Robust building footprint extraction from big multi-sensor data using deep competition network by Mehdi Khoshboresh-Masouleh et al
11-03-2020	Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery by Yong-Hao Long et al
11-04-2020	An Improved Attention for Visual Question Answering by Tanzila Rahman et al
11-03-2020	Attention Beam: An Image Captioning Approach by Anubhav Shrimal et al
11-06-2020	Whats This? -- Learning to Segment Unknown Objects from Manipulation Sequences by Wout Boerdijk et al
11-03-2020	Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings by Yue Wang et al
11-03-2020	RealHePoNet: a robust single-stage ConvNet for head pose estimation in the wild by Rafael Berral-Soler et al
11-03-2020	Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds by Yara Ali Alnaggar et al
11-04-2020	BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic Bokeh by Ming Qian et al
11-03-2020	Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks by Gulcin Baykal et al
11-04-2020	Deep Learning Framework to Detect Face Masks from Video Footage by Aniruddha Srinivas Joshi et al
11-03-2020	A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks by Eden Belouadah et al
11-03-2020	Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge by Lucas Fidon et al
11-05-2020	Learning Rolling Shutter Correction from Real Data without Camera Motion Assumption by Jiawei Mo et al
11-03-2020	CooGAN: A Memory-Efficient Framework for High-Resolution Facial Attribute Editing by Xuanhong Chen et al
11-03-2020	Semi-supervised Facial Action Unit Intensity Estimation with Contrastive Learning by Enrique Sanchez et al
11-06-2020	Large-scale multilingual audio visual dubbing by Yi Yang et al
11-05-2020	Identifying and interpreting tuning dimensions in deep networks by Nolan S. Dey et al
11-04-2020	Channel Planting for Deep Neural Networks using Knowledge Distillation by Kakeru Mitsuno et al
11-05-2020	GHFP: Gradually Hard Filter Pruning by Linhang Cai et al
11-05-2020	Can Human Sex Be Learned Using Only 2D Body Keypoint Estimations? by Kristijan Bartol et al
11-04-2020	DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search by Yushuo Guan et al
11-03-2020	A spatial hue similarity measure for assessment of colourisation by Seán Mullery et al
11-04-2020	Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective by Shao-Cheng Wen et al
11-03-2020	Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks by Tao Bai et al
11-03-2020	Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading by Li Tian et al
11-03-2020	Realtime CNN-based Keypoint Detector with Sobel Filter and CNN-based Descriptor Trained with Keypoint Candidates by Xun Yuan et al
11-03-2020	Learning unbiased registration and joint segmentation: evaluation on longitudinal diffusion MRI by Bo Li et al
11-04-2020	Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model by Zheheng Jiang et al
11-03-2020	Learning Representations from Audio-Visual Spatial Alignment by Pedro Morgado et al
11-04-2020	Graph Based Temporal Aggregation for Video Retrieval by Arvind Srinivasan et al
11-04-2020	Noise Reduction to Compute Tissue Mineral Density and Trabecular Bone Volume Fraction from Low Resolution QCT by Felix Thomsen et al
11-04-2020	Video Generative Adversarial Networks: A Review by Nuha Aldausari et al
11-03-2020	Face Morphing Attack Generation & Detection: A Comprehensive Survey by Sushma Venkatesh et al
11-04-2020	Weed Density and Distribution Estimation for Precision Agriculture using Semi-Supervised Learning by Shantam Shorewala et al
11-04-2020	Deep Multimodality Learning for UAV Video Aesthetic Quality Assessment by Qi Kuang et al
11-04-2020	Affine invariant triangulations by Prosenjit Bose et al
11-03-2020	The Aleatoric Uncertainty Estimation Using a Separate Formulation with Virtual Residuals by Takumi Kawashima et al
11-04-2020	Hyperspectral classification of blood-like substances using machine learning methods combined with genetic algorithms in transductive and inductive scenarios by Filip Pałka et al
11-06-2020	Task-relevant Representation Learning for Networked Robotic Perception by Manabu Nakanoya et al

11-03-2020	Unsupervised Attention Based Instance Discriminative Learning for Person Re-Identification by Kshitij Nikhal et al
11-06-2020	Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss by Dongseok Shim et al
11-06-2020	Deep coastal sea elements forecasting using U-Net based models by Jesús García Fernández et al
11-03-2020	A Tunable Robust Pruning Framework Through Dynamic Network Rewiring of DNNs by Souvik Kundu et al
11-03-2020	Deep Joint Transmission-Recognition for Multi-View Cameras by Ezgi Ozyilkan et al
11-03-2020	Classifier Pool Generation based on a Two-level Diversity Approach by Marcos Monteiro et al
11-04-2020	Filter Pruning using Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks by Kakeru Mitsuno et al
11-03-2020	Wheat Crop Yield Prediction Using Deep LSTM Model by Sagarika Sharma et al
11-04-2020	Handwriting Classification for the Analysis of Art-Historical Documents by Christian Bartz et al
11-03-2020	Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix by Julian Krebs et al
11-04-2020	The Forchheim Image Database for Camera Identification in the Wild by Benjamin Hadwiger et al
11-05-2020	MorphEyes: Variable Baseline Stereo For Quadrotor Navigation by Nitin J. Sanket et al
11-06-2020	Noise2Sim -- Similarity-based Self-Learning for Image Denoising by Chuang Niu et al
11-04-2020	Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack Detectors by Yuki Inoue et al
11-06-2020	Efficient image retrieval using multi neural hash codes and bloom filters by Sourin Chakrabarti
11-04-2020	Low cost enhanced security face recognition with stereo cameras by Biel Tura Vecino et al
11-04-2020	Pixel-wise Dense Detector for Image Inpainting by Ruisong Zhang et al
11-05-2020	Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time by Haoyue Zhang et al
11-06-2020	Self Supervised Learning for Object Localisation in 3D Tomographic Images by Yaroslav Zharov et al
11-05-2020	Smart Time-Multiplexing of Quads Solves the Multicamera Interference Problem by Tomislav Pribanic et al
11-04-2020	CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation by Hengli Wang et al
11-05-2020	ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras by Hao Li et al
11-04-2020	Registration Loss Learning for Deep Probabilistic Point Set Registration by Felix Järemo Lawin et al
11-05-2020	Towards Keypoint Guided Self-Supervised Depth Estimation by Kristijan Bartol et al
11-05-2020	End-to-end Deep Learning Methods for Automated Damage Detection in Extreme Events at Various Scales by Yongsheng Bai et al
11-04-2020	FDRN: A Fast Deformable Registration Network for Medical Images by Kaicong Sun et al
11-03-2020	NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing by Zitong Yu et al
11-05-2020	Automatic Head and Neck Tumor Segmentation in PET/CT with Scale Attention Network by Yading Yuan
11-04-2020	S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation by Yuan Cheng et al
11-03-2020	Solving Inverse Problems with Hybrid Deep Image Priors: the challenge of preventing overfitting by Zhaodong Sun
11-06-2020	Event-VPR: End-to-End Weakly Supervised Network Architecture for Event-based Visual Place Recognition by Delei Kong et al
11-06-2020	Learning to Orient Surfaces by Self-supervised Spherical CNNs by Riccardo Spezialetti et al
11-05-2020	A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition by Jingjing Cao et al
11-04-2020	Fairness in Biometrics: a figure of merit to assess biometric verification systems by Tiago de Freitas Pereira et al
11-06-2020	Channel Pruning via Multi-Criteria based on Weight Dependency by Yangchun Yan et al
11-06-2020	Hi-UCD: A Large-scale Dataset for Urban Semantic Change Detection in Remote Sensing Imagery by Shiqi Tian et al
11-05-2020	Affinity LCFCN: Learning to Segment Fish with Weak Supervision by Issam Laradji et al
11-04-2020	Effective Fusion Factor in FPN for Tiny Object Detection by Yuqi Gong et al
11-05-2020	Ellipse Loss for Scene-Compliant Motion Prediction by Henggang Cui et al
11-04-2020	Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog by Shen Gao et al
11-05-2020	Uncertainty-Aware Vehicle Orientation Estimation for Joint Detection-Prediction Models by Henggang Cui et al
11-04-2020	SD-Measure: A Social Distancing Detector by Savyasachi Gupta et al
11-06-2020	Towards Efficient Scene Understanding via Squeeze Reasoning by Xiangtai Li et al
11-04-2020	Robust Super-Resolution of Real Faces using Smooth Features by Saurabh Goswami et al
11-05-2020	Confusable Learning for Large-class Few-Shot Classification by Bingcong Li et al
11-06-2020	A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods by Zhaoming Kong et al
11-06-2020	Domain Adaptive Person Re-Identification via Coupling Optimization by Xiaobin Liu et al
11-06-2020	Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function by Steve Dias Da Cruz et al
11-03-2020	Uncertainty Estimation in Medical Image Localization: Towards Robust Anterior Thalamus Targeting for Deep Brain Stimulation by Han Liu et al
11-06-2020	Deep Cross-modal Proxy Hashing by Rong-Cheng Tu et al