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04/04/2023
Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation
Human evaluation is critical for validating the performance of text-to-i...
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04/03/2023
FinnWoodlands Dataset
While the availability of large and diverse datasets has contributed to ...
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02/14/2023
MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation
Acquiring labeled 6D poses from real images is an expensive and time-con...
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01/03/2023
BS3D: Building-scale 3D Reconstruction from RGB-D Images
Various datasets have been proposed for simultaneous localization and ma...
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12/29/2022
PanDepth: Joint Panoptic Segmentation and Depth Completion
Understanding 3D environments semantically is pivotal in autonomous driv...
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11/14/2022
Supervised Fine-tuning Evaluation for Long-term Visual Place Recognition
In this paper, we present a comprehensive study on the utility of deep c...
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10/13/2022
Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors
The objective of this paper is audio-visual synchronisation of general v...
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09/01/2022
SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion
Holistic scene understanding is pivotal for the performance of autonomou...
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08/12/2022
The Weighting Game: Evaluating Quality of Explainability Methods
The objective of this paper is to assess the quality of explanation heat...
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08/09/2022
HRF-Net: Holistic Radiance Fields from Sparse Inputs
We present HRF-Net, a novel view synthesis method based on holistic radi...
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08/03/2022
SC6D: Symmetry-agnostic and Correspondence-free 6D Object Pose Estimation
This paper presents an efficient symmetry-agnostic and correspondence-fr...
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07/03/2022
Beyond Visual Field of View: Perceiving 3D Environment with Echoes and Vision
This paper focuses on perceiving and navigating 3D environments using ec...
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04/01/2022
Online panoptic 3D reconstruction as a Linear Assignment Problem
Real-time holistic scene understanding would allow machines to interpret...
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03/30/2022
AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval
Evaluation measures have a crucial impact on the direction of research. ...
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03/28/2022
Optimal Correction Cost for Object Detection Evaluation
Mean Average Precision (mAP) is the primary evaluation measure for objec...
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03/03/2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks
We present LDP, a lightweight dense prediction neural architecture searc...
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03/02/2022
OVE6D: Object Viewpoint Encoding for Depth-based 6D Object Pose Estimation
This paper proposes a universal framework, called OVE6D, for model-based...
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12/16/2021
Adaptation and Attention for Neural Video Coding
Neural image coding represents now the state-of-the-art image compressio...
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10/17/2021
Taming Visually Guided Sound Generation
Recent advances in visually-induced audio generation are based on sampli...
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09/21/2021
Towards a Real-Time Facial Analysis System
Facial analysis is an active research area in computer vision, with many...
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09/18/2021
V-SlowFast Network for Efficient Visual Sound Separation
The objective of this paper is to perform visual sound separation: i) we...
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08/25/2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method
This paper presents a novel neural architecture search method, called Li...
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08/25/2021
Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss
Deep neural networks have recently thrived on single image depth estimat...
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08/23/2021
Image coding for machines: an end-to-end learned approach
Over recent years, deep learning-based computer vision systems have been...
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08/23/2021
Learned Image Coding for Machines: A Content-Adaptive Approach
Today, according to the Cisco Annual Internet Report (2018-2023), the fa...
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08/16/2021
On the Importance of Encrypting Deep Features
In this study, we analyze model inversion attacks with only two assumpti...
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06/22/2021
HybVIO: Pushing the Limits of Real-time Visual-inertial Odometry
We present HybVIO, a novel hybrid approach for combining filtering-based...
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05/12/2021
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
Since neural networks are data-hungry, incorporating data augmentation i...
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05/10/2021
Sample selection for efficient image annotation
Supervised object detection has been proven to be successful in many ben...
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05/09/2021
Selective Probabilistic Classifier Based on Hypothesis Testing
In this paper, we propose a simple yet effective method to deal with the...
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04/17/2021
Visually Guided Sound Source Separation and Localization using Self-Supervised Motion Representations
The objective of this paper is to perform audio-visual sound source sepa...
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04/07/2021
Single Source One Shot Reenactment using Weighted motion From Paired Feature Points
Image reenactment is a task where the target object in the source image ...
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12/18/2020
Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion
In this paper, we address the problem of fusing monocular depth estimati...
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11/29/2020
RGBD-Net: Predicting color and depth images for novel views synthesis
We address the problem of novel view synthesis from an unstructured set ...
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11/09/2020
FACEGAN: Facial Attribute Controllable rEenactment GAN
The face reenactment is a popular facial animation method where the pers...
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09/01/2020
Uncovering Hidden Challenges in Query-Based Video Moment Retrieval
The query-based moment retrieval is a problem of localising a specific c...
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07/31/2020
L^2C – Learning to Learn to Compress
In this paper we present an end-to-end meta-learned system for image com...
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07/15/2020
Separating Sounds from a Single Image
Recently, visual information has been widely used to aid the sound sourc...
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06/04/2020
Visually Guided Sound Source Separation using Cascaded Opponent Filter Network
The objective of this paper is to recover the original component signals...
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05/17/2020
A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer
Dense video captioning aims to localize and describe important events in...
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04/20/2020
End-to-End Learning for Video Frame Compression with Self-Attention
One of the core components of conventional (i.e., non-learned) video cod...
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04/09/2020
Sequential Neural Rendering with Transformer
This paper address the problem of novel view synthesis by means of neura...
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04/06/2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume
Recovering the scene depth from a single image is an ill-posed problem t...
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03/17/2020
Multi-modal Dense Video Captioning
Dense video captioning is a task of localizing interesting events from a...
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05/25/2019
DAVE: A Deep Audio-Visual Embedding for Dynamic Saliency Prediction
This paper presents a conceptually simple and effective Deep Audio-Visua...
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04/12/2019
Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data
Knee osteoarthritis (OA) is the most common musculoskeletal disease with...
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04/12/2019
Digging Deeper into Egocentric Gaze Prediction
This paper digs deeper into factors that influence egocentric gaze. Inst...
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04/10/2019
Predicting Novel Views Using Generative Adversarial Query Network
The problem of predicting a novel view of the scene using an arbitrary n...
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04/03/2019
ICface: Interpretable and Controllable Face Reenactment Using GANs
This paper presents a generic face animator that is able to control the ...
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03/27/2019