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09/05/2023
Decomposed Guided Dynamic Filters for Efficient RGB-Guided Depth Completion
RGB-guided depth completion aims at predicting dense depth maps from spa...
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07/28/2023
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning
Large language models (LLMs) have shown remarkable capacity for in-conte...
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07/15/2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
Previous raw image-based low-light image enhancement methods predominant...
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07/09/2023
Enhancing Low-Light Images Using Infrared-Encoded Images
Low-light image enhancement task is essential yet challenging as it is i...
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06/21/2023
One Policy to Dress Them All: Learning to Dress People with Diverse Poses and Garments
Robot-assisted dressing could benefit the lives of many people such as o...
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06/21/2023
Beyond Learned Metadata-based Raw Image Reconstruction
While raw images have distinct advantages over sRGB images, e.g., linear...
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05/31/2023
Data Augmentation Approaches for Source Code Models: A Survey
The increasingly popular adoption of source code in many critical tasks ...
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04/24/2023
SocialDial: A Benchmark for Socially-Aware Dialogue Systems
Dialogue systems have been widely applied in many scenarios and are now ...
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04/14/2023
The Second Monocular Depth Estimation Challenge
This paper discusses the results for the second edition of the Monocular...
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03/22/2023
Text with Knowledge Graph Augmented Transformer for Video Captioning
Video captioning aims to describe the content of videos using natural la...
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02/28/2023
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger
Recent deep-learning-based compression methods have achieved superior pe...
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02/28/2023
Temporal Coherent Test-Time Optimization for Robust Video Classification
Deep neural networks are likely to fail when the test data is corrupted ...
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02/25/2023
Raw Image Reconstruction with Learned Compact Metadata
While raw images exhibit advantages over sRGB images (e.g., linearity an...
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02/23/2023
Evaluating the Efficacy of Skincare Product: A Realistic Short-Term Facial Pore Simulation
Simulating the effects of skincare products on face is a potential new w...
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02/11/2023
Removing Image Artifacts From Scratched Lens Protectors
A protector is placed in front of the camera lens for mobile devices to ...
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12/28/2022
Regular complete permutation polynomials over quadratic extension fields
Let r≥ 3 be any positive integer which is relatively prime to p and q^2≡...
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12/25/2022
A general construction of regular complete permutation polynomials
Let r≥ 3 be a positive integer and 𝔽_q the finite field with q elements....
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12/18/2022
Let's Negotiate! A Survey of Negotiation Dialogue Systems
Negotiation is one of the crucial abilities in human communication, and ...
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11/16/2022
ToolFlowNet: Robotic Manipulation with Tools via Predicting Tool Flow from Point Clouds
Point clouds are a widely available and canonical data modality which co...
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10/26/2022
CU-Net: LiDAR Depth-Only Completion With Coupled U-Net
LiDAR depth-only completion is a challenging task to estimate dense dept...
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09/12/2022
Elastic Context: Encoding Elasticity for Data-driven Models of Textiles
Physical interaction with textiles, such as assistive dressing, relies o...
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08/25/2022
The Sustainable Response Strategy to COVID-19: Pandemic Urban Zoning Based on Multimodal Transport Data
Since the outbreak of COVID-19, it has rapidly evolved into a sudden and...
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08/11/2022
Visual Haptic Reasoning: Estimating Contact Forces by Observing Deformable Object Interactions
Robotic manipulation of highly deformable cloth presents a promising opp...
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07/07/2022
Dual-Stream Transformer for Generic Event Boundary Captioning
This paper describes our champion solution for the CVPR2022 Generic Even...
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06/25/2022
SC-Transformer++: Structured Context Transformer for Generic Event Boundary Detection
This report presents the algorithm used in the submission of Generic Eve...
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06/21/2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP
This paper focuses on text data augmentation for few-shot NLP tasks. The...
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06/07/2022
Structured Context Transformer for Generic Event Boundary Detection
Generic Event Boundary Detection (GEBD) aims to detect moments where hum...
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02/25/2022
PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
This paper focuses on the Data Augmentation for low-resource Natural Lan...
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11/29/2021
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection
Recently, scene text detection has been a challenging task. Texts with a...
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11/10/2021
FabricFlowNet: Bimanual Cloth Manipulation with a Flow-based Policy
We address the problem of goal-directed cloth manipulation, a challengin...
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09/26/2021
Disentangled Feature Representation for Few-shot Image Classification
Learning the generalizable feature representation is critical for few-sh...
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09/13/2021
Low-Light Image Enhancement with Normalizing Flow
To enhance low-light images to normally-exposed ones is highly ill-posed...
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09/13/2021
Variational Disentanglement for Domain Generalization
Domain generalization aims to learn an invariant model that can generali...
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07/22/2021
A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image
Optical Coherence Tomography Angiography (OCTA) is a non-invasive and no...
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07/06/2021
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation
Though convolutional neural networks are widely used in different tasks,...
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05/21/2021
Learning Visible Connectivity Dynamics for Cloth Smoothing
Robotic manipulation of cloth remains challenging for robotics due to th...
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05/14/2021
Privacy-Preserving Constrained Domain Generalization for Medical Image Classification
Deep neural networks (DNN) have demonstrated unprecedented success for m...
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11/14/2020
SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation
Manipulating deformable objects has long been a challenge in robotics du...
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11/13/2020
ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning
Current image-based reinforcement learning (RL) algorithms typically ope...
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11/09/2020
f-IRL: Inverse Reinforcement Learning via State Marginal Matching
Imitation learning is well-suited for robotic tasks where it is difficul...
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09/27/2020
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization
Recently, we have witnessed great progress in the field of medical imagi...
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09/15/2020
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems
Deep neural networks (DNN) have shown great success in many computer vis...
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09/11/2020
Heterogeneous Domain Generalization via Domain Mixup
One of the main drawbacks of deep Convolutional Neural Networks (DCNN) i...
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07/03/2020
Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient
Exploration-exploitation dilemma has long been a crucial issue in reinfo...
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06/03/2020
Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging
Computed Tomography (CT) takes X-ray measurements on the subjects to rec...
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10/21/2019
A game method for improving the interpretability of convolution neural network
Real artificial intelligence always has been focused on by many machine ...
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06/10/2019
UniDual: A Unified Model for Image and Video Understanding
Although a video is effectively a sequence of images, visual perception ...
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06/01/2019
How to best use Syntax in Semantic Role Labelling
There are many different ways in which external information might be use...
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05/28/2019
Beyond Exponentially Discounted Sum: Automatic Learning of Return Function
In reinforcement learning, Return, which is the weighted accumulated fut...
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05/27/2019