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03/02/2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection Emotional Reaction Intensity Estimation Challenges
The fifth Affective Behavior Analysis in-the-wild (ABAW) Competition is ...
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01/12/2023
ViTs for SITS: Vision Transformers for Satellite Image Time Series
In this paper we introduce the Temporo-Spatial Vision Transformer (TSViT...
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12/06/2022
Weakly-Supervised Gaze Estimation from Synthetic Views
3D gaze estimation is most often tackled as learning a direct mapping be...
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11/25/2022
Dynamic Neural Portraits
We present Dynamic Neural Portraits, a novel approach to the problem of ...
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11/05/2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal
Face Restoration (FR) aims to restore High-Quality (HQ) faces from Low-Q...
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09/11/2022
Inverse Image Frequency for Long-tailed Image Recognition
The long-tailed distribution is a common phenomenon in the real world. E...
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08/04/2022
Redesigning Multi-Scale Neural Network for Crowd Counting
Perspective distortions and crowd variations make crowd counting a chall...
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08/03/2022
Free-HeadGAN: Neural Talking Head Synthesis with Explicit Gaze Control
We present Free-HeadGAN, a person-generic neural talking head synthesis ...
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05/30/2022
GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation
Geodesic paths and distances are among the most popular intrinsic proper...
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03/28/2022
Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing
This paper probes intrinsic factors behind typical failure cases (e.g. s...
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03/11/2022
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification
In training machine learning models for land cover semantic segmentation...
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10/19/2021
EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters
Patterns of brain activity are associated with different brain processes...
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10/11/2021
EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset
Recent deep face hallucination methods show stunning performance in supe...
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09/30/2021
Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach
The recent advances in 3D sensing technology have made possible the capt...
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08/18/2021
Masked Face Recognition Challenge: The InsightFace Track Report
During the COVID-19 coronavirus epidemic, almost everyone wears a facial...
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07/07/2021
Tensor Methods in Computer Vision and Deep Learning
Tensors, or multidimensional arrays, are data structures that can natura...
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07/06/2021
Poly-NL: Linear Complexity Non-local Layers with Polynomials
Spatial self-attention layers, in the form of Non-Local blocks, introduc...
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06/23/2021
3D human tongue reconstruction from single "in-the-wild" images
3D face reconstruction from a single image is a task that has garnered i...
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05/16/2021
Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction
A lot of work has been done towards reconstructing the 3D facial structu...
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05/10/2021
Sample and Computation Redistribution for Efficient Face Detection
Although tremendous strides have been made in uncontrolled face detectio...
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05/08/2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study
Multi-Task Learning has emerged as a methodology in which multiple tasks...
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04/28/2021
DeepSatData: Building large scale datasets of satellite images for training machine learning models
This report presents design considerations for automatically generating ...
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04/09/2021
Context-self contrastive pretraining for crop type semantic segmentation
In this paper we propose a fully-supervised pretraining scheme based on ...
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03/30/2021
Head2HeadFS: Video-based Head Reenactment with Few-shot Learning
Over the past years, a substantial amount of work has been done on the p...
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03/29/2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework
Affect recognition based on subjects' facial expressions has been a topi...
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03/04/2021
Speech Emotion Recognition using Semantic Information
Speech emotion recognition is a crucial problem manifesting in a multitu...
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12/30/2020
OSTeC: One-Shot Texture Completion
The last few years have witnessed the great success of non-linear genera...
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12/15/2020
HeadGAN: Video-and-Audio-Driven Talking Head Synthesis
Recent attempts to solve the problem of talking head synthesis using a s...
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07/19/2020
Learning to Generate Customized Dynamic 3D Facial Expressions
Recent advances in deep learning have significantly pushed the state-of-...
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06/20/2020
Deep Polynomial Neural Networks
Deep Convolutional Neural Networks (DCNNs) are currently the method of c...
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06/16/2020
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting
While Graph Neural Networks (GNNs) have achieved remarkable results in a...
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05/22/2020
Head2Head: Video-based Neural Head Synthesis
In this paper, we propose a novel machine learning architecture for faci...
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05/14/2020
DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation
Dense 3D facial motion capture from only monocular in-the-wild pairs of ...
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04/04/2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild
We introduce a simple and effective network architecture for monocular 3...
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03/30/2020
AvatarMe: Realistically Renderable 3D Facial Reconstruction "in-the-wild"
Over the last years, with the advent of Generative Adversarial Networks ...
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03/08/2020
Π-nets: Deep Polynomial Neural Networks
Deep Convolutional Neural Networks (DCNNs) is currently the method of ch...
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02/11/2020
Reconstructing the Noise Manifold for Image Denoising
Deep Convolutional Neural Networks (DCNNs) have been successfully used i...
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01/30/2020
Analysing Affective Behavior in the First ABAW 2020 Competition
The Affective Behavior Analysis in-the-wild (ABAW) 2020 Competition is t...
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11/29/2019
Using Fully Convolutional Neural Networks to detect manipulated images in videos
We propose a compact architecture based on fully convolutional neural ne...
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11/24/2019
Pixel Adaptive Filtering Units
State-of-the-art methods for computer vision rely heavily on the transla...
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11/18/2019
Towards a complete 3D morphable model of the human head
Three-dimensional Morphable Models (3DMMs) are powerful statistical tool...
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11/13/2019
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator
Intrinsic graph convolution operators with differentiable kernel functio...
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10/15/2019
Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network
Automatic facial behavior analysis has a long history of studies in the ...
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10/12/2019
Complement Face Forensic Detection and Localization with FacialLandmarks
Recently, Generative Adversarial Networks (GANs) and image manipulating ...
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10/03/2019
Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset
This paper presents a novel CNN-RNN based approach, which exploits multi...
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09/25/2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace
Affective computing has been largely limited in terms of available data ...
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09/05/2019
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks
Generating realistic 3D faces is of high importance for computer graphic...
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08/26/2019
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters
Image-to-image (i2i) translation is the dense regression problem of lear...
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08/19/2019
PolyGAN: High-Order Polynomial Generators
Generative Adversarial Networks (GANs) have become the gold standard whe...
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05/28/2019