2021.4.5 Vision papers

 

04-01-2021

EfficientNetV2: Smaller Models and Faster Training
by Mingxing Tan et al

03-31-2021

StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery
by Or Patashnik et al

03-31-2021

Going deeper with Image Transformers
by Hugo Touvron et al

04-01-2021

In&Out : Diverse Image Outpainting via GAN Inversion
by Yen-Chi Cheng et al

03-30-2021

Rethinking Spatial Dimensions of Vision Transformers
by Byeongho Heo et al

04-01-2021

Towards General Purpose Vision Systems
by Tanmay Gupta et al

04-01-2021

LoFTR: Detector-Free Local Feature Matching with Transformers
by Jiaming Sun et al

03-30-2021

3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
by Hongwen Zhang et al

04-01-2021

Unconstrained Scene Generation with Locally Conditioned Radiance Fields
by Terrance DeVries et al

04-01-2021

Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval
by Max Bain et al

04-01-2021

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis
by Ajay Jain et al

04-01-2021

NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video
by Jiaming Sun et al

03-31-2021

Learning Generalizable Robotic Reward Functions from In-The-Wild Human Videos
by Annie S. Chen et al

03-30-2021

Dual Contrastive Loss and Attention for GANs
by Ning Yu et al

04-01-2021

Reconstructing 3D Human Pose by Watching Humans in the Mirror
by Qi Fang et al

03-30-2021

Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data
by Oscar Mañas et al

03-30-2021

Benchmarking Representation Learning for Natural World Image Collections
by Grant Van Horn et al

03-30-2021

Broaden Your Views for Self-Supervised Video Learning
by Adrià Recasens et al

04-01-2021

PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting
by Kai Zhang et al

03-31-2021

Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans
by Bindita Chaudhuri et al

03-30-2021

Unsupervised Learning of 3D Object Categories from Videos in the Wild
by Philipp Henzler et al

03-31-2021

Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes
by Dmytro Kotovenko et al

03-30-2021

Learning monocular 3D reconstruction of articulated categories from motion
by Filippos Kokkinos et al

04-01-2021

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions
by Oğuz Kaan Yüksel et al

03-30-2021

Foveated Neural Radiance Fields for Real-Time and Egocentric Virtual Reality
by Nianchen Deng et al

04-01-2021

NPMs: Neural Parametric Models for 3D Deformable Shapes
by Pablo Palafox et al

03-31-2021

LIFT-SLAM: a deep-learning feature-based monocular visual SLAM method
by Hudson M. S. Bruno et al

03-31-2021

CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields
by Michael Niemeyer et al

03-31-2021

Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors
by Vladimir Guzov et al

03-31-2021

Analysis on Image Set Visual Question Answering
by Abhinav Khattar et al

03-30-2021

Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks
by Shun-Yi Pan et al

03-31-2021

RetrievalFuse: Neural 3D Scene Reconstruction with a Database
by Yawar Siddiqui et al

04-02-2021

Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation
by Karl Stelzner et al

03-31-2021

Training robust deep learning models for medical imaging tasks with spectral decoupling
by Joona Pohjonen et al

04-02-2021

Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts
by Song Park et al

03-31-2021

Rainbow Memory: Continual Learning with a Memory of Diverse Samples
by Jihwan Bang et al

03-30-2021

Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers
by Antoine Miech et al

04-01-2021

Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study
by Zhiqiang Shen et al

03-31-2021

Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective
by Jiarui Xu et al

04-01-2021

Divergence Optimization for Noisy Universal Domain Adaptation
by Qing Yu et al

03-31-2021

Learning Spatio-Temporal Transformer for Visual Tracking
by Bin Yan et al

04-01-2021

Avalanche: an End-to-End Library for Continual Learning
by Vincenzo Lomonaco et al

04-01-2021

The Spatially-Correlative Loss for Various Image Translation Tasks
by Chuanxia Zheng et al

04-01-2021

Neural Video Portrait Relighting in Real-time via Consistency Modeling
by Longwen Zhang et al

04-01-2021

Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches
by Benoit Guillard et al

04-01-2021

TrajeVAE -- Controllable Human Motion Generation from Trajectories
by Kacper Kania et al

03-31-2021

Video Exploration via Video-Specific Autoencoders
by Kevin Wang et al

03-31-2021

VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization
by Seunghwan Choi et al

04-01-2021

LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering
by Fu-En Wang et al

04-01-2021

Group-Free 3D Object Detection via Transformers
by Ze Liu et al

03-31-2021

ReMix: Towards Image-to-Image Translation with Limited Data
by Jie Cao et al

03-30-2021

Fast and Accurate Normal Estimation for Point Cloud via Patch Stitching
by Jun Zhou et al

03-31-2021

An Investigation of Critical Issues in Bias Mitigation Techniques
by Robik Shrestha et al

03-30-2021

SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks
by Zoe Landgraf et al

03-30-2021

Diagnosing Vision-and-Language Navigation: What Really Matters
by Wanrong Zhu et al

04-01-2021

UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training
by Mingyang Zhou et al

04-01-2021

Improving Calibration for Long-Tailed Recognition
by Zhisheng Zhong et al

03-31-2021

DCVNet: Dilated Cost Volume Networks for Fast Optical Flow
by Huaizu Jiang et al

04-01-2021

Text to Image Generation with Semantic-Spatial Aware GAN
by Wentong Liao et al

04-01-2021

Composable Augmentation Encoding for Video Representation Learning
by Chen Sun et al

04-01-2021

Efficient and Differentiable Shadow Computation for Inverse Problems
by Linjie Lyu et al

03-31-2021

Neural Surface Maps
by Luca Morreale et al

03-30-2021

Attention, please! A survey of Neural Attention Models in Deep Learning
by Alana de Santana Correia et al

03-30-2021

Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark
by Xiao Wang et al

03-30-2021

HapTable: An Interactive Tabletop Providing Online Haptic Feedback for Touch Gestures
by Senem Ezgi Emgin et al

04-01-2021

A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification
by Jong-Chyi Su et al

04-01-2021

Famous Companies Use More Letters in Logo:A Large-Scale Analysis of Text Area in Logo
by Shintaro Nishi et al

03-30-2021

Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification
by Alexis Perakis et al

04-01-2021

Deep Two-View Structure-from-Motion Revisited
by Jianyuan Wang et al

03-30-2021

Kaleido-BERT: Vision-Language Pre-training on Fashion Domain
by Mingchen Zhuge et al

03-31-2021

Scale-aware Automatic Augmentation for Object Detection
by Yukang Chen et al

03-31-2021

DA-DETR: Domain Adaptive Detection Transformer by Hybrid Attention
by Jingyi Zhang et al

03-30-2021

A study of latent monotonic attention variants
by Albert Zeyer et al

04-01-2021

Students are the Best Teacher: Exit-Ensemble Distillation with Multi-Exits
by Hojung Lee et al

03-30-2021

3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding
by Shengheng Deng et al

03-30-2021

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning
by Zhenfang Chen et al

03-31-2021

Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks
by Kajetan Grodecki et al

03-31-2021

Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
by Andrey V. Savchenko

04-01-2021

Deep Multi-Resolution Dictionary Learning for Histopathology Image Analysis
by Nima Hatami et al

04-01-2021

SimPoE: Simulated Character Control for 3D Human Pose Estimation
by Ye Yuan et al

04-01-2021

Multiview Pseudo-Labeling for Semi-supervised Learning from Video
by Bo Xiong et al

03-30-2021

What Causes Optical Flow Networks to be Vulnerable to Physical Adversarial Attacks
by Simon Schrodi et al

04-01-2021

Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation
by Rongjie Li et al

04-01-2021

Unsupervised Sound Localization via Iterative Contrastive Learning
by Yan-Bo Lin et al

04-01-2021

Learning to Track Instances without Video Annotations
by Yang Fu et al

03-31-2021

FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation
by Nikhil Kumar Tomar et al

03-31-2021

Two-phase weakly supervised object detection with pseudo ground truth mining
by Jun Wang

04-01-2021

Wide-Depth-Range 6D Object Pose Estimation in Space
by Yinlin Hu et al

04-01-2021

STMTrack: Template-free Visual Tracking with Space-time Memory Networks
by Zhihong Fu et al

04-01-2021

Modular Adaptation for Cross-Domain Few-Shot Learning
by Xiao Lin et al

03-30-2021

Repopulating Street Scenes
by Yifan Wang et al

04-01-2021

Commonsense Spatial Reasoning for Visually Intelligent Agents
by Agnese Chiatti et al

04-01-2021

Touch-based Curiosity for Sparse-Reward Tasks
by Sai Rajeswar et al

04-01-2021

Learning Deep Latent Subspaces for Image Denoising
by Yunhao Yang et al

04-01-2021

Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors
by Jan Bechtold et al

03-31-2021

A comparative evaluation of learned feature descriptors on hybrid monocular visual SLAM methods
by Hudson M. S. Bruno et al

03-31-2021

Hierarchical Road Topology Learning for Urban Map-less Driving
by Li Zhang et al

04-01-2021

TFill: Image Completion via a Transformer-Based Architecture
by Chuanxia Zheng et al

03-31-2021

FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter
by Khoi Nguyen et al

03-31-2021

Learning by Aligning Videos in Time
by Sanjay Haresh et al

04-01-2021

Jigsaw Clustering for Unsupervised Visual Representation Learning
by Pengguang Chen et al

04-02-2021

LeViT: a Vision Transformer in ConvNets Clothing for Faster Inference
by Ben Graham et al

03-30-2021

Model-Contrastive Federated Learning
by Qinbin Li et al

04-01-2021

MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking
by Jennifer Jang et al

03-31-2021

NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization
by Tien-Ju Yang et al

04-01-2021

A Front-End for Dense Monocular SLAM using a Learned Outlier Mask Prior
by Yihao Zhang et al

03-31-2021

Full Surround Monodepth from Multiple Cameras
by Vitor Guizilini et al

04-01-2021

RePOSE: Real-Time Iterative Rendering and Refinement for 6D Object Pose Estimation
by Shun Iwase et al

03-30-2021

Class-Aware Robust Adversarial Training for Object Detection
by Pin-Chun Chen et al

04-01-2021

CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning
by Luowei Zhou et al

03-31-2021

Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition
by Guangrun Wang et al

03-31-2021

Unpaired Single-Image Depth Synthesis with cycle-consistent Wasserstein GANs
by Christoph Angermann et al

04-01-2021

Exploiting Relationship for Complex-scene Image Generation
by Tianyu Hua et al

04-01-2021

The surprising impact of mask-head architecture on novel class segmentation
by Vighnesh Birodkar et al

04-01-2021

Domain Invariant Adversarial Learning
by Matan Levi et al

03-30-2021

Deep Gaussian Processes for Few-Shot Segmentation
by Joakim Johnander et al

03-31-2021

MR Slice Profile Estimation by Learning to Match Internal Patch Distributions
by Shuo Han et al

03-30-2021

Physics-based Differentiable Depth Sensor Simulation
by Benjamin Planche et al

04-01-2021

Target Transformed Regression for Accurate Tracking
by Yutao Cui et al

03-31-2021

Scalable Visual Attribute Extraction through Hidden Layers of a Residual ConvNet
by Andres Baloian et al

03-30-2021

Multi-View Radar Semantic Segmentation
by Arthur Ouaknine et al

03-30-2021

ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification
by Hao Chen et al

03-30-2021

Temporal Memory Relation Network for Workflow Recognition from Surgical Video
by Yueming Jin et al

03-30-2021

Automated Cleanup of the ImageNet Dataset by Model Consensus, Explainability and Confident Learning
by Csaba Kertész

03-30-2021

CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI
by Roshan Reddy Upendra et al

03-31-2021

Deep Image Harmonization by Bridging the Reality Gap
by Wenyan Cong et al

03-30-2021

Recognizing Actions in Videos from Unseen Viewpoints
by AJ Piergiovanni et al

03-31-2021

SOON: Scenario Oriented Object Navigation with Graph-based Exploration
by Fengda Zhu et al

03-30-2021

SD-6DoF-ICLK: Sparse and Deep Inverse Compositional Lucas-Kanade Algorithm on SE(3)
by Timo Hinzmann et al

03-31-2021

Near-field Sensing Architecture for Low-Speed Vehicle Automation using a Surround-view Fisheye Camera System
by Ciarán Eising et al

03-31-2021

GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection
by Abhinav Kumar et al

04-01-2021

Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation
by Alessandra Lumini et al

03-31-2021

Efficient Large-Scale Face Clustering Using an Online Mixture of Gaussians
by David Montero et al

03-31-2021

Spatial Content Alignment For Pose Transfer
by Wing-Yin Yu et al

03-31-2021

Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation
by Amrutha Saseendran et al

03-30-2021

Improving robustness against common corruptions with frequency biased models
by Tonmoy Saikia et al

03-30-2021

Read and Attend: Temporal Localisation in Sign Language Videos
by Gül Varol et al

03-31-2021

Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity
by Yuanxin Ye et al

03-31-2021

Smart Scribbles for Image Mating
by Xin Yang et al

03-30-2021

DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues
by Yifan Wang et al

03-30-2021

Depth-conditioned Dynamic Message Propagation for Monocular 3D Object Detection
by Li Wang et al

03-31-2021

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows
by Jie An et al

04-01-2021

No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks
by Shyamgopal Karthik et al

03-30-2021

SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification
by Zijian Hu et al

04-01-2021

Confidence Calibration for Domain Generalization under Covariate Shift
by Yunye Gong et al

03-30-2021

Denoise and Contrast for Category Agnostic Shape Completion
by Antonio Alliegro et al

04-02-2021

Datacentric analysis to reduce pedestrians accidents: A case study in Colombia
by Michael Puentes et al

04-01-2021

Memorability: An image-computable measure of information utility
by Zoya Bylinskii et al

03-30-2021

Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation
by Xiangyu Yue et al

03-30-2021

CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning
by Can Zhang et al

03-30-2021

Fully Convolutional Scene Graph Generation
by Hengyue Liu et al

04-01-2021

Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation
by Zilong Huang et al

03-31-2021

Robust Facial Expression Recognition with Convolutional Visual Transformers
by Fuyan Ma et al

03-30-2021

Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection
by Hanzhe Hu et al

03-31-2021

Differentiable Deconvolution for Improved Stroke Perfusion Analysis
by Ezequiel de la Rosa et al

03-30-2021

Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks
by A. Garcia-Uceda Juarez et al

03-30-2021

Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging
by Ilya Chugunov et al

03-31-2021

The GIST and RIST of Iterative Self-Training for Semi-Supervised Segmentation
by Eu Wern Teh et al

03-30-2021

XVFI: eXtreme Video Frame Interpolation
by Hyeonjun Sim et al

03-31-2021

Bit-Mixer: Mixed-precision networks with runtime bit-width selection
by Adrian Bulat et al

03-31-2021

Convolutional Hough Matching Networks
by Juhong Min et al

03-31-2021

Rank-One Prior: Toward Real-Time Scene Recovery
by Jun Liu et al

03-31-2021

Camouflaged Instance Segmentation: Dataset and Benchmark Suite
by Trung-Nghia Le et al

04-02-2021

Developing a New Autism Diagnosis Process Based on a Hybrid Deep Learning Architecture Through Analyzing Home Videos
by Spencer He et al

04-01-2021

SDAN: Squared Deformable Alignment Network for Learning Misaligned Optical Zoom
by Kangfu Mei et al

03-31-2021

Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data
by Dominik Rivoir et al

03-30-2021

PointBA: Towards Backdoor Attacks in 3D Point Cloud
by Xinke Li et al

03-30-2021

Large Scale Autonomous Driving Scenarios Clustering with Self-supervised Feature Extraction
by Jinxin Zhao et al

03-30-2021

Face Forensics in the Wild
by Tianfei Zhou et al

03-31-2021

Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections
by Zhenzhang Ye et al

04-01-2021

Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation
by Saahil Jain et al

03-31-2021

Neural Response Interpretation through the Lens of Critical Pathways
by Ashkan Khakzar et al

03-30-2021

Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context
by Ziyi Liu et al

03-30-2021

Adversarially learned iterative reconstruction for imaging inverse problems
by Subhadip Mukherjee et al

03-30-2021

FONTNET: On-Device Font Understanding and Prediction Pipeline
by Rakshith S et al

03-31-2021

Fixing the Teacher-Student Knowledge Discrepancy in Distillation
by Jiangfan Han et al

03-31-2021

Embracing Uncertainty: Decoupling and De-bias for Robust Temporal Grounding
by Hao Zhou et al

04-02-2021

Data Augmentation with Manifold Barycenters
by Iaroslav Bespalov et al

04-01-2021

BRepNet: A topological message passing system for solid models
by Joseph G. Lambourne et al

03-31-2021

Layout-Guided Novel View Synthesis from a Single Indoor Panorama
by Jiale Xu et al

04-01-2021

S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation
by Xiaotian Chen et al

04-02-2021

VisQA: X-raying Vision and Language Reasoning in Transformers
by Theo Jaunet et al

04-02-2021

Adaptive Class Suppression Loss for Long-Tail Object Detection
by Tong Wang et al

04-01-2021

Self-supervised Video Representation Learning by Context and Motion Decoupling
by Lianghua Huang et al

04-02-2021

Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network
by Zeyu Wang et al

04-01-2021

Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction
by Feng Liu et al

04-02-2021

Brain Tumor Segmentation and Survival Prediction using 3D Attention UNet
by Mobarakol Islam et al

03-31-2021

Online Learning of a Probabilistic and Adaptive Scene Representation
by Zike Yan et al

04-02-2021

Defending Against Image Corruptions Through Adversarial Augmentations
by Dan A. Calian et al

04-01-2021

Inference of Recyclable Objects with Convolutional Neural Networks
by Jaime Caballero et al

04-01-2021

Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD
by A Vinay et al

04-01-2021

Learning to Filter: Siamese Relation Network for Robust Tracking
by Siyuan Cheng et al

03-30-2021

HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images
by Saverio Vadacchino et al

04-01-2021

Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation
by Subhankar Roy et al

03-30-2021

Unsupervised Disentanglement of Linear-Encoded Facial Semantics
by Yutong Zheng et al

04-01-2021

Confidence Adaptive Anytime Pixel-Level Recognition
by Zhuang Liu et al

04-01-2021

Analyzing and Quantifying Generalization in Convolutional Neural Networks
by Yang Zhao et al

04-02-2021

Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning
by Sangmin Lee et al

04-02-2021

AAformer: Auto-Aligned Transformer for Person Re-Identification
by Kuan Zhu et al

03-30-2021

Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images
by Fernando Alonso-Fernandez et al

04-02-2021

MOST: A Multi-Oriented Scene Text Detector with Localization Refinement
by Minghang He et al

04-02-2021

HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object Detection
by Jongyoun Noh et al

04-02-2021

Learning Transferable Kinematic Dictionary for 3D Human Pose and Shape Reconstruction
by Ze Ma et al

04-01-2021

FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds
by Haiyan Wang et al

04-01-2021

A study on the effects of compression on hyperspectral image classification
by Kiran Mantripragada et al

03-30-2021

Endo-Depth-and-Motion: Localization and Reconstruction in Endoscopic Videos using Depth Networks and Photometric Constraints
by David Recasens et al

04-02-2021

Semi-supervised Viewpoint Estimation with Geometry-aware Conditional Generation
by Octave Mariotti et al

04-02-2021

End-to-end learning of keypoint detection and matching for relative pose estimation
by Antoine Fond et al

04-02-2021

Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation
by Youngmin Oh et al

04-02-2021

Network Quantization with Element-wise Gradient Scaling
by Junghyup Lee et al

04-02-2021

LiftPool: Bidirectional ConvNet Pooling
by Jiaojiao Zhao et al

04-02-2021

Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising
by Xinjie Li et al

04-02-2021

UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles
by Tianjiao Li et al

04-02-2021

TubeR: Tube-Transformer for Action Detection
by Jiaojiao Zhao et al

04-02-2021

Variational Deep Image Denoising
by Jae Woong Soh et al

04-01-2021

Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery
by Martini Mauro et al

04-02-2021

A Detector-oblivious Multi-arm Network for Keypoint Matching
by Xuelun Shen et al

03-31-2021

Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation
by Jou Won Song et al

03-31-2021

Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage
by Nils Lüling et al

03-31-2021

A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping (vSLAM) into Mask R-CNN for Real-time Surgical Video Analysis
by Ella Selina Lan

04-02-2021

Glioma Prognosis: Segmentation of the Tumor and Survival Prediction using Shape, Geometric and Clinical Information
by Mobarakol Islam et al

04-01-2021

Remote Sensing Image Classification with the SEN12MS Dataset
by Michael Schmitt et al

03-30-2021

Using Low-rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing
by Lianru Gao et al

04-01-2021

High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation
by Jingfeng Lu et al

03-31-2021

Learning Scalable ℓ∞ℓ∞-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression
by Yuanchao Bai et al

03-31-2021

Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images
by Xiaohang Fu et al

04-02-2021

Prediction of Tuberculosis using U-Net and segmentation techniques
by Dennis Núñez-Fernández et al

03-31-2021

Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition
by Jiahui She et al

03-30-2021

Single Test Image-Based Automated Machine Learning System for Distinguishing between Trait and Diseased Blood Samples
by Sahar A. Nasser et al

 
Craig Smith