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07/23/2022
Instant Neural Representation for Interactive Volume Rendering
Neural networks have shown great potential in compressing volumetric dat...
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05/07/2022
Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information
Recently, online shopping has gradually become a common way of shopping ...
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04/18/2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment
This work addresses the Burst Super-Resolution (BurstSR) task using a ne...
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04/08/2022
Custom Sine Waves Are Enough for Imitation Learning of Bipedal Gaits with Different Styles
Not until recently, robust bipedal locomotion has been achieved through ...
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03/22/2022
Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions
A long-term goal of AI research is to build intelligent agents that can ...
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03/22/2022
HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation
Pre-training has been adopted in a few of recent works for Vision-and-La...
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03/17/2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering
Knowledge-based visual question answering requires the ability of associ...
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03/05/2022
Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation
Most existing works in vision-and-language navigation (VLN) focus on eit...
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02/15/2022
An Automated FPGA-based Framework for Rapid Prototyping of Nonbinary LDPC Codes
Nonbinary LDPC codes have shown superior performance close to the Shanno...
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12/19/2021
LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach
We propose LocFormer, a Transformer-based model for video grounding whic...
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12/17/2021
Unified 2D and 3D Pre-training for Medical Image classification and Segmentation
Self-supervised learning (SSL) opens up huge opportunities for better ut...
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12/07/2021
Adaptive Mimic: Deep Reinforcement Learning of Parameterized Bipedal Walking from Infeasible References
Not until recently, robust robot locomotion has been achieved by deep re...
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11/25/2021
V2C: Visual Voice Cloning
Existing Voice Cloning (VC) tasks aim to convert a paragraph text to a s...
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11/19/2021
Medical Visual Question Answering: A Survey
Medical Visual Question Answering (VQA) is a combination of medical arti...
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09/18/2021
Memory Regulation and Alignment toward Generalizer RGB-Infrared Person
The domain shift, coming from unneglectable modality gap and non-overlap...
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08/13/2021
Data-driven advice for interpreting local and global model predictions in bioinformatics problems
Tree-based algorithms such as random forests and gradient boosted trees ...
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08/05/2021
Communicative Learning with Natural Gestures for Embodied Navigation Agents with Human-in-the-Scene
Human-robot collaboration is an essential research topic in artificial i...
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07/20/2021
Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography
Data hiding is the process of embedding information into a noise-toleran...
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07/15/2021
Neighbor-view Enhanced Model for Vision and Language Navigation
Vision and Language Navigation (VLN) requires an agent to navigate to a ...
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05/05/2021
Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention
Referring Expression Comprehension (REC) has become one of the most impo...
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04/30/2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads
Vision-and-Language (VL) pre-training has shown great potential on many ...
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03/30/2021
Diagnosing Vision-and-Language Navigation: What Really Matters
Vision-and-language navigation (VLN) is a multimodal task where an agent...
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03/26/2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation
Semantic segmentation aims to classify every pixel of an input image. Co...
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03/24/2021
Jo-SRC: A Contrastive Approach for Combating Noisy Labels
Due to the memorization effect in Deep Neural Networks (DNNs), training ...
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03/22/2021
Higher-Order Orthogonal Causal Learning for Treatment Effect
Most existing studies on the double/debiased machine learning method con...
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01/24/2021
Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline
The control of traffic signals is fundamental and critical to alleviate ...
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01/04/2021
How to Train Your Agent to Read and Write
Reading and writing research papers is one of the most privileged abilit...
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01/02/2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey
For robots to navigate and interact more richly with the world around th...
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12/24/2020
Memory-Gated Recurrent Networks
The essence of multivariate sequential learning is all about how to extr...
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12/17/2020
The Causal Learning of Retail Delinquency
This paper focuses on the expected difference in borrower's repayment wh...
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12/09/2020
Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps
Texts appearing in daily scenes that can be recognized by OCR (Optical C...
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12/07/2020
Confidence-aware Non-repetitive Multimodal Transformers for TextCaps
When describing an image, reading text in the visual scene is crucial to...
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12/04/2020
P3-LOAM: PPP/LiDAR Loosely Coupled SLAM with Accurate Covariance Estimation and Robust RAIM in Urban Canyon Environment
Light Detection and Ranging (LiDAR) based Simultaneous Localization and ...
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11/26/2020
Generative Learning of Heterogeneous Tail Dependence
We propose a multivariate generative model to capture the complex depend...
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11/26/2020
A Recurrent Vision-and-Language BERT for Navigation
Accuracy of many visiolinguistic tasks has benefited significantly from ...
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11/22/2020
Language-guided Navigation via Cross-Modal Grounding and Alternate Adversarial Learning
The emerging vision-and-language navigation (VLN) problem aims at learni...
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10/19/2020
Language and Visual Entity Relationship Graph for Agent Navigation
Vision-and-Language Navigation (VLN) requires an agent to navigate in a ...
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10/16/2020
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
We propose a parsimonious quantile regression framework to learn the dyn...
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09/20/2020
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model
Human activity recognition (HAR) using wearable Inertial Measurement Uni...
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09/16/2020
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
Scene graphs are semantic abstraction of images that encourage visual un...
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09/15/2020
Attention-SLAM: A Visual Monocular SLAM Learning from Human Gaze
This paper proposes a novel simultaneous localization and mapping (SLAM)...
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08/06/2020
Data-driven Meta-set Based Fine-Grained Visual Classification
Constructing fine-grained image datasets typically requires domain-speci...
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07/29/2020
Object-and-Action Aware Model for Visual Language Navigation
Vision-and-Language Navigation (VLN) is unique in that it requires turni...
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07/21/2020
Soft Expert Reward Learning for Vision-and-Language Navigation
Vision-and-Language Navigation (VLN) requires an agent to find a specifi...
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07/19/2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering
Visual Question Answering (VQA) has achieved great success thanks to the...
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07/19/2020
Length-Controllable Image Captioning
The last decade has witnessed remarkable progress in the image captionin...
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07/19/2020
Referring Expression Comprehension: A Survey of Methods and Datasets
Referring expression comprehension (REC) aims to localize a target objec...
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07/07/2020
DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue
Visual Dialogue task requires an agent to be engaged in a conversation w...
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06/16/2020
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review
Recent years have witnessed the remarkable developments made by deep lea...
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06/16/2020
