04-21-2021
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Carbon Emissions and Large Neural Network Training
by
David Patterson
et al
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04-22-2021
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VATT: Transformers for Multimodal Self-Supervised
Learning from Raw Video, Audio and Text
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Hassan Akbari
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04-20-2021
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VideoGPT: Video Generation using VQ-VAE and
Transformers
by
Wilson Yan
et al
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04-22-2021
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Multiscale Vision Transformers
by
Haoqi Fan
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04-20-2021
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MBRL-Lib: A Modular Library for Model-based
Reinforcement Learning
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Luis Pineda
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04-22-2021
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Analyzing Monotonic Linear Interpolation in Neural
Network Loss Landscapes
by
James Lucas
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04-20-2021
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RoFormer: Enhanced Transformer with Rotary Position
Embedding
by
Jianlin Su
et al
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04-21-2021
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Provable Limitations of Acquiring Meaning from
Ungrounded Form: What will Future Language Models
Understand?
by
William Merrill
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04-22-2021
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On Buggy Resizing Libraries and Surprising Subtleties
in FID Calculation
by
Gaurav Parmar
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04-21-2021
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Contingencies from Observations: Tractable Contingency
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Nicholas Rhinehart
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04-22-2021
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Im a Professor, which isnt usually a dangerous job:
Internet-Facilitated Harassment and its Impact on
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Periwinkle Doerfler
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04-20-2021
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GENESIS-V2: Inferring Unordered Object Representations
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Martin Engelcke
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04-22-2021
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Pri3D: Can 3D Priors Help 2D Representation Learning?
by
Ji Hou
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04-22-2021
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KeypointDeformer: Unsupervised 3D Keypoint Discovery
for Shape Control
by
Tomas Jakab
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04-23-2021
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VidTr: Video Transformer Without Convolutions
by
Xinyu Li
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04-22-2021
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Token Labeling: Training a 85.4% Top-1 Accuracy Vision
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Zihang Jiang
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04-22-2021
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So-ViT: Mind Visual Tokens for Vision Transformer
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Jiangtao Xie
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04-22-2021
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ImageNet-21K Pretraining for the Masses
by
Tal Ridnik
et al
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04-22-2021
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Cross-Domain and Disentangled Face Manipulation with 3D
Guidance
by
Can Wang
et al
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04-21-2021
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Voxel Structure-based Mesh Reconstruction from a 3D
Point Cloud
by
Chenlei Lv
et al
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04-21-2021
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The Road Less Travelled: Trying And Failing To Generate
Walking Simulators
by
Michael Cook
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04-20-2021
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SRWarp: Generalized Image Super-Resolution under
Arbitrary Transformation
by
Sanghyun Son
et al
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04-20-2021
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UNISURF: Unifying Neural Implicit Surfaces and Radiance
Fields for Multi-View Reconstruction
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Michael Oechsle
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04-20-2021
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Hidden Biases in Unreliable News Detection Datasets
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Xiang Zhou
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04-22-2021
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Hierarchical Motion Understanding via Motion Programs
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Sumith Kulal
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04-20-2021
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Class-Incremental Learning with Generative Classifiers
by
Gido M. van de Ven
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04-21-2021
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MVFuseNet: Improving End-to-End Object Detection and
Motion Forecasting through Multi-View Fusion of LiDAR
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Ankit Laddha
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04-21-2021
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PP-YOLOv2: A Practical Object Detector
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Xin Huang
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04-21-2021
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SSLM: Self-Supervised Learning for Medical Diagnosis
from MR Video
by
Siladittya Manna
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04-20-2021
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Perceptual Loss for Robust Unsupervised Homography
Estimation
by
Daniel Koguciuk
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04-22-2021
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Pose-Controllable Talking Face Generation by Implicitly
Modularized Audio-Visual Representation
by
Hang Zhou
et al
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04-21-2021
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A Short Survey of Pre-trained Language Models for
Conversational AI-A NewAge in NLP
by
Munazza Zaib
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04-20-2021
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Identify, Align, and Integrate: Matching Knowledge
Graphs to Commonsense Reasoning Tasks
by
Lisa Bauer
et al
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04-20-2021
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Measuring Shifts in Attitudes Towards COVID-19 Measures
in Belgium Using Multilingual BERT
by
Kristen Scott
et al
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04-20-2021
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M2TR: Multi-modal Multi-scale Transformers for Deepfake
Detection
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Junke Wang
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04-21-2021
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Dual Head Adversarial Training
by
Yujing Jiang
et al
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04-20-2021
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Frustratingly Easy Edit-based Linguistic Steganography
with a Masked Language Model
by
Honai Ueoka
et al
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04-21-2021
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Should we Stop Training More Monolingual Models, and
Simply Use Machine Translation Instead?
by
Tim Isbister
et al
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04-20-2021
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Bayesian Optimization is Superior to Random Search for
Machine Learning Hyperparameter Tuning: Analysis of the
Black-Box Optimization Challenge 2020
by
Ryan Turner
et al
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04-22-2021
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Automated Tackle Injury Risk Assessment in
Contact-Based Sports -- A Rugby Union Example
by
Zubair Martin
et al
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04-21-2021
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PocketNet: A Smaller Neural Network for 3D Medical
Image Segmentation
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Adrian Celaya
et al
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04-20-2021
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Market Value of Differentially-Private Smart Meter Data
by
Saurab Chhachhi
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04-22-2021
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Learning Transferable 3D Adversarial Cloaks for Deep
Trained Detectors
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Arman Maesumi
et al
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04-23-2021
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Sketch-based Normal Map Generation with Geometric
Sampling
by
Yi He
et al
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04-20-2021
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SelfReg: Self-supervised Contrastive Regularization for
Domain Generalization
by
Daehee Kim
et al
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04-22-2021
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METGAN: Generative Tumour Inpainting and Modality
Synthesis in Light Sheet Microscopy
by
Izabela Horvath
et al
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04-22-2021
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Motion Representations for Articulated Animation
by
Aliaksandr Siarohin
et al
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04-21-2021
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Accented Speech Recognition: A Survey
by
Arthur Hinsvark
et al
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04-21-2021
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Colonoscopy Polyp Detection and Classification: Dataset
Creation and Comparative Evaluations
by
Kaidong Li
et al
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04-22-2021
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An End-to-End Computer Vision Methodology for
Quantitative Metallography
by
Matan Rusanovsky
et al
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04-22-2021
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Focusing on Shadows for Predicting Heightmaps from
Single Remotely Sensed RGB Images with Deep Learning
by
Savvas Karatsiolis
et al
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04-22-2021
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Opening up Open-World Tracking
by
Yang Liu
et al
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04-22-2021
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Frequency Domain Loss Function for Deep Exposure
Correction of Dark Images
by
Ojasvi Yadav
et al
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04-21-2021
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Clustering Introductory Computer Science Exercises
Using Topic Modeling Methods
by
Laura O. Moraes
et al
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04-23-2021
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Skip-Convolutions for Efficient Video Processing
by
Amirhossein Habibian
et al
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04-22-2021
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Towards Adversarial Patch Analysis and Certified
Defense against Crowd Counting
by
Qiming Wu
et al
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04-21-2021
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Improving the Accuracy of Early Exits in Multi-Exit
Architectures via Curriculum Learning
by
Arian Bakhtiarnia
et al
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04-22-2021
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Neuro-inspired edge feature fusion using Choquet
integrals
by
Cedric Marco-Detchart
et al
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04-21-2021
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A Fully Spiking Hybrid Neural Network for
Energy-Efficient Object Detection
by
Biswadeep Chakraborty
et al
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04-21-2021
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Uncertainty-Aware Boosted Ensembling in Multi-Modal
Settings
by
Utkarsh Sarawgi
et al
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04-21-2021
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MetricOpt: Learning to Optimize Black-Box Evaluation
Metrics
by
Chen Huang
et al
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04-22-2021
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Distilling Audio-Visual Knowledge by Compositional
Contrastive Learning
by
Yanbei Chen
et al
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04-21-2021
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Fixed-Point and Objective Convergence of Plug-and-Play
Algorithms
by
Pravin Nair
et al
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04-21-2021
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Multi-Class Micro-CT Image Segmentation Using Sparse
Regularized Deep Networks
by
Amirsaeed Yazdani
et al
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04-22-2021
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FCOS3D: Fully Convolutional One-Stage Monocular 3D
Object Detection
by
Tai Wang
et al
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04-20-2021
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Lighting, Reflectance and Geometry Estimation from
360∘∘ Panoramic Stereo
by
Junxuan Li
et al
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04-21-2021
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Localization of Ice-Rink for Broadcast Hockey Videos
by
Mehrnaz Fani
et al
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04-22-2021
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Multi-task Semi-supervised Learning for Pulmonary Lobe
Segmentation
by
Jingnan Jia
et al
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04-22-2021
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A Data-Adaptive Loss Function for Incomplete Data and
Incremental Learning in Semantic Image Segmentation
by
Minh H. Vu
et al
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04-22-2021
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Hybrid Encoder: Towards Efficient and Precise Native
AdsRecommendation via Hybrid Transformer Encoding
Networks
by
Junhan Yang
et al
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04-21-2021
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Meta-learning for skin cancer detection using Deep
Learning Techniques
by
Sara I. Garcia
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04-22-2021
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Compressive lensless endoscopy with partial speckle
scanning
by
Stéphanie Guérit
et al
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04-20-2021
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Large Scale Interactive Motion Forecasting for
Autonomous Driving : The Waymo Open Motion Dataset
by
Scott Ettinger
et al
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04-21-2021
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Accurate and fast matrix factorization for low-rank
learning
by
Reza Godaz
et al
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04-22-2021
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Fully Convolutional Line Parsing
by
Xili Dai
et al
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04-21-2021
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Lighting the Darkness in the Deep Learning Era
by
Chongyi Li
et al
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04-20-2021
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Geometric Deep Learning on Anatomical Meshes for the
Prediction of Alzheimers Disease
by
Ignacio Sarasua
et al
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04-20-2021
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Asymmetric compressive learning guarantees with
applications to quantized sketches
by
Vincent Schellekens
et al
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04-21-2021
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How Will Your Tweet Be Received? Predicting the
Sentiment Polarity of Tweet Replies
by
Soroosh Tayebi Arasteh
et al
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04-22-2021
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Network Space Search for Pareto-Efficient Spaces
by
Min-Fong Hong
et al
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04-22-2021
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Continental-scale land cover mapping at 10 m resolution
over Europe (ELC10)
by
Zander S. Venter
et al
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04-22-2021
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Relational Subsets Knowledge Distillation for
Long-tailed Retinal Diseases Recognition
by
Lie Ju
et al
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04-22-2021
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Domain Adaptation for Semantic Segmentation via
Patch-Wise Contrastive Learning
by
Weizhe Liu
et al
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04-22-2021
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Self-Supervised Learning from Semantically Imprecise
Data
by
Clemens-Alexander Brust
et al
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04-21-2021
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Discovering Classification Rules for Interpretable
Learning with Linear Programming
by
M. Hakan Akyüz
et al
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04-20-2021
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Sensitivity as a Complexity Measure for Sequence
Classification Tasks
by
Michael Hahn
et al
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04-21-2021
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Self-optimizing loop sifting and majorization for 3D
reconstruction
by
Guoxiang Zhang
et al
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04-22-2021
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Hierarchical growing grid networks for skeleton based
action recognition
by
Zahra Gharaee
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04-21-2021
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Fuzzy Classification of Multi-intent Utterances
by
Geetanjali Bihani
et al
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04-22-2021
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Efficient LiDAR Odometry for Autonomous Driving
by
Xin Zheng
et al
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04-21-2021
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DANNet: A One-Stage Domain Adaptation Network for
Unsupervised Nighttime Semantic Segmentation
by
Xinyi Wu
et al
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04-22-2021
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Robust 360-8PA: Redesigning The Normalized 8-point
Algorithm for 360-FoV Images
by
Bolivar Solarte
et al
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04-22-2021
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Deep Video Matting via Spatio-Temporal Alignment and
Aggregation
by
Yanan Sun
et al
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04-22-2021
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VM-MODNet: Vehicle Motion aware Moving Object Detection
for Autonomous Driving
by
Hazem Rashed
et al
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04-22-2021
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ManipulaTHOR: A Framework for Visual Object
Manipulation
by
Kiana Ehsani
et al
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04-21-2021
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Learning Fine-grained Fact-Article Correspondence in
Legal Cases
by
Jidong Ge
et al
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04-22-2021
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Aerial Scene Understanding in The Wild: Multi-Scene
Recognition via Prototype-based Memory Networks
by
Yuansheng Hua
et al
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04-22-2021
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Semi-Supervised Segmentation of Concrete Aggregate
Using Consensus Regularisation and Prior Guidance
by
Max Coenen
et al
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04-22-2021
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Efficient Relation-aware Scoring Function Search for
Knowledge Graph Embedding
by
Shimin Di
et al
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04-22-2021
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NanoNet: Real-Time Polyp Segmentation in Video Capsule
Endoscopy and Colonoscopy
by
Debesh Jha
et al
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04-21-2021
|
Sharp Global Guarantees for Nonconvex Low-Rank Matrix
Recovery in the Overparameterized Regime
by
Richard Y. Zhang
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04-22-2021
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Heterogeneous Grid Convolution for Adaptive, Efficient,
and Controllable Computation
by
Ryuhei Hamaguchi
et al
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04-21-2021
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Fourier Contour Embedding for Arbitrary-Shaped Text
Detection
by
Yiqin Zhu
et al
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04-22-2021
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Continuous Learning and Adaptation with Membrane
Potential and Activation Threshold Homeostasis
by
Alexander Hadjiivanov
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04-21-2021
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A Strong Baseline for Vehicle Re-Identification
by
Su V. Huynh
et al
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04-21-2021
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BEVDetNet: Birds Eye View LiDAR Point Cloud based
Real-time 3D Object Detection for Autonomous Driving
by
Sambit Mohapatra
et al
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04-20-2021
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Computing homotopy classes for diagrams
by
Marek Filakovský
et al
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04-20-2021
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Beyond Fair Pay: Ethical Implications of NLP
Crowdsourcing
by
Boaz Shmueli
et al
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04-22-2021
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Maneuver-based Anchor Trajectory Hypotheses at
Roundabouts
by
Mohamed Hasan
et al
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04-22-2021
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H2O: Two Hands Manipulating Objects for First Person
Interaction Recognition
by
Taein Kwon
et al
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04-21-2021
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AdaptiFont: Increasing Individuals Reading Speed with a
Generative Font Model and Bayesian Optimization
by
Florian Kadner
et al
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04-20-2021
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Variational Relational Point Completion Network
by
Liang Pan
et al
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04-22-2021
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Framing Unpacked: A Semi-Supervised Interpretable
Multi-View Model of Media Frames
by
Shima Khanehzar
et al
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04-21-2021
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Jacobian Regularization for Mitigating Universal
Adversarial Perturbations
by
Kenneth T. Co
et al
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04-21-2021
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Macroeconomic forecasting with statistically validated
knowledge graphs
by
Sonja Tilly
et al
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04-20-2021
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Boosting Masked Face Recognition with Multi-Task
ArcFace
by
David Montero
et al
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04-22-2021
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Exceptional points and domains of unitarity for a class
of strongly non-Hermitian real-matrix Hamiltonians
by
Miloslav Znojil
|
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