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Multi-FinGAN: Generative Coarse-To-Fine Sampling of Multi-Finger Grasps
While there exists a large number of methods for manipulating rigid obje...
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FaceDet3D: Facial Expressions with 3D Geometric Detail Prediction
Facial Expressions induce a variety of high-level details on the 3D face...
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D-NeRF: Neural Radiance Fields for Dynamic Scenes
Neural rendering techniques combining machine learning with geometric re...
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PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation
Recent literature addressed the monocular 3D pose estimation task very s...
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3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning
3D human shape and pose estimation from monocular images has been an act...
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Neural Cellular Automata Manifold
Very recently, a deep Neural Cellular Automata (NCA)[1] has been propose...
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Textual Visual Semantic Dataset for Text Spotting
Text Spotting in the wild consists of detecting and recognizing text app...
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C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds
Flow-based generative models have highly desirable properties like exact...
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Improving Map Re-localization with Deep 'Movable' Objects Segmentation on 3D LiDAR Point Clouds
Localization and Mapping is an essential component to enable Autonomous ...
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Semantic Relatedness Based Re-ranker for Text Spotting
Applications such as textual entailment, plagiarism detection or documen...
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3DPeople: Modeling the Geometry of Dressed Humans
Recent advances in 3D human shape estimation build upon parametric repre...
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Fast video object segmentation with Spatio-Temporal GANs
Learning descriptive spatio-temporal object models from data is paramoun...
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Human Motion Prediction via Spatio-Temporal Inpainting
We propose a Generative Adversarial Network (GAN) to forecast 3D human m...
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Visual Re-ranking with Natural Language Understanding for Text Spotting
Many scene text recognition approaches are based on purely visual inform...
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Visual Semantic Re-ranker for Text Spotting
Many current state-of-the-art methods for text recognition are based on ...
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Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View
We propose a method for predicting the 3D shape of a deformable surface ...
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Unsupervised Person Image Synthesis in Arbitrary Poses
We present a novel approach for synthesizing photo-realistic images of p...
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Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles
In this paper we propose a novel approach to estimate dense optical flow...
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Deep Lidar CNN to Understand the Dynamics of Moving Vehicles
Perception technologies in Autonomous Driving are experiencing their gol...
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Deconvolutional Networks for Point-Cloud Vehicle Detection and Tracking in Driving Scenarios
Vehicle detection and tracking is a core ingredient for developing auton...
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Joint Coarse-And-Fine Reasoning for Deep Optical Flow
We propose a novel representation for dense pixel-wise estimation tasks ...
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GANimation: Anatomically-aware Facial Animation from a Single Image
Recent advances in Generative Adversarial Networks (GANs) have shown imp...
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3D Human Pose Estimation from a Single Image via Distance Matrix Regression
This paper addresses the problem of 3D human pose estimation from a sing...
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BreakingNews: Article Annotation by Image and Text Processing
Building upon recent Deep Neural Network architectures, current approach...
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Structured Prediction with Output Embeddings for Semantic Image Annotation
We address the task of annotating images with semantic tuples. Solving t...
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TED: A Tolerant Edit Distance for Segmentation Evaluation
In this paper, we present a novel error measure to compare a segmentatio...
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Fracking Deep Convolutional Image Descriptors
In this paper we propose a novel framework for learning local image desc...
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