04-01-2020
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Learning Agile Robotic Locomotion Skills by Imitating Animals
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Xue Bin Peng
et al
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04-02-2020
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Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
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Zhicheng Huang
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04-01-2020
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EPOS: Estimating 6D Pose of Objects with Symmetries
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Tomas Hodan
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04-01-2020
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Synchronizing Probability Measures on Rotations via Optimal Transport
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Tolga Birdal
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04-01-2020
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Sign Language Translation with Transformers
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Kayo Yin
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03-31-2020
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Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation
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Mariko Isogawa
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03-31-2020
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NetDP: An Industrial-Scale Distributed Network Representation Framework for Default Prediction in Ant Credit Pay
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Jianbin Lin
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04-01-2020
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Towards democratizing music production with AI-Design of Variational Autoencoder-based Rhythm Generator as a DAW plugin
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Nao Tokui
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04-02-2020
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Learning Representations For Images With Hierarchical Labels
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Ankit Dhall
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04-01-2020
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Physically Realizable Adversarial Examples for LiDAR Object Detection
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James Tu
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04-01-2020
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Statistical Queries and Statistical Algorithms: Foundations and Applications
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Lev Reyzin
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04-01-2020
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MetaPoison: Practical General-purpose Clean-label Data Poisoning
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W. Ronny Huang
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03-31-2020
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Diagnosing COVID-19 Pneumonia from X-Ray and CT Images using Deep Learning and Transfer Learning Algorithms
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Halgurd S. Maghdid
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03-31-2020
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Optimising Lockdown Policies for Epidemic Control using Reinforcement Learning
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Harshad Khadilkar
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04-01-2020
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Generalized Zero-Shot Learning Via Over-Complete Distribution
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Rohit Keshari
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04-01-2020
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Igbo-English Machine Translation: An Evaluation Benchmark
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Ignatius Ezeani
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04-02-2020
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PaStaNet: Toward Human Activity Knowledge Engine
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Yong-Lu Li
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04-01-2020
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Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation
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Zhonghao Wang
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04-01-2020
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Object-Centric Image Generation with Factored Depths, Locations, and Appearances
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Titas Anciukevicius
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04-01-2020
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Boosting Deep Hyperspectral Image Classification with Spectral Unmixing
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Alan J. X. Guo
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04-01-2020
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Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning
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Marco Pleines
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04-02-2020
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Improving the Utility of Knowledge Graph Embeddings with Calibration
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Tara Safavi
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04-01-2020
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Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning
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Jin-Woo Seo
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04-02-2020
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Controllable Orthogonalization in Training DNNs
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Lei Huang
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03-31-2020
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A theory of independent mechanisms for extrapolation in generative models
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Michel Besserve
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04-02-2020
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An Attention-Based Deep Learning Model for Multiple Pedestrian Attributes Recognition
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Ehsan Yaghoubi
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04-01-2020
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M2m: Imbalanced Classification via Major-to-minor Translation
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Jaehyung Kim
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03-31-2020
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3D Deep Learning on Medical Images: A Review
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Satya P. Singh
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04-01-2020
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In Automation We Trust: Investigating the Role of Uncertainty in Active Learning Systems
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Michael L. Iuzzolino
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04-01-2020
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Two-shot Spatially-varying BRDF and Shape Estimation
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Mark Boss
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03-31-2020
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Information Leakage in Embedding Models
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Congzheng Song
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04-01-2020
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Adversarial Learning for Personalized Tag Recommendation
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Erik Quintanilla
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04-02-2020
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Model-based disentanglement of lens occlusions
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Fabio Pizzati
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03-31-2020
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Regularizing Class-wise Predictions via Self-knowledge Distillation
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Sukmin Yun
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04-02-2020
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Learning to cooperate: Emergent communication in multi-agent navigation
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Ivana Kajić
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03-31-2020
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Conditional Channel Gated Networks for Task-Aware Continual Learning
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Davide Abati
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03-31-2020
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DeepSumm -- Deep Code Summaries using Neural Transformer Architecture
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Vivek Gupta
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04-01-2020
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Exploration of Reinforcement Learning for Event Camera using Car-like Robots
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Riku Arakawa
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04-02-2020
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Robust Single-Image Super-Resolution via CNNs and TV-TV Minimization
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Marija Vella
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03-31-2020
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Inverting Gradients -- How easy is it to break privacy in federated learning?
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Jonas Geiping
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04-02-2020
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Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
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Vijil Chenthamarakshan
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03-31-2020
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Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models
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Liam Hiley
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04-01-2020
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Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes
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Sravanti Addepalli
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03-31-2020
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How Useful is Self-Supervised Pretraining for Visual Tasks?
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Alejandro Newell
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03-31-2020
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Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network
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Yanglan Ou
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03-31-2020
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COVID-ResNet: A Deep Learning Framework for Screening of COVID19 from Radiographs
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Muhammad Farooq
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03-31-2020
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A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification
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Juan M. Coria
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03-31-2020
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AM-MobileNet1D: A Portable Model for Speaker Recognition
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João Antônio Chagas Nunes
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04-01-2020
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Objects of violence: synthetic data for practical ML in human rights investigations
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Lachlan Kermode
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03-31-2020
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Shared Cross-Modal Trajectory Prediction for Autonomous Driving
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Chiho Choi
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03-31-2020
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Ontology-based Interpretable Machine Learning for Textual Data
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Phung Lai
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03-31-2020
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Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound
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Chaoyu Chen
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03-31-2020
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Company classification using machine learning
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Sven Husmann
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04-01-2020
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Symmetry and Group in Attribute-Object Compositions
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Yong-Lu Li
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04-01-2020
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NBDT: Neural-Backed Decision Trees
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Alvin Wan
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04-01-2020
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Semantic Drift Compensation for Class-Incremental Learning
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Lu Yu
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04-01-2020
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Understanding Global Feature Contributions Through Additive Importance Measures
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Ian Covert
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03-31-2020
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An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing
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Xiaying Wang
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04-02-2020
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Neuronal Sequence Models for Bayesian Online Inference
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Sascha Frölich
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04-03-2020
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Aligned Cross Entropy for Non-Autoregressive Machine Translation
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Marjan Ghazvininejad
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04-01-2020
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Fractional Deep Neural Network via Constrained Optimization
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Harbir Antil
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04-01-2020
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Bias in Machine Learning What is it Good (and Bad) for?
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Thomas Hellström
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04-03-2020
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TRAMP: Compositional Inference with TRee Approximate Message Passing
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Antoine Baker
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03-31-2020
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A Clustering Framework for Lexical Normalization of Roman Urdu
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Abdul Rafae Khan
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03-31-2020
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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
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Yuan Gao
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04-03-2020
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Faster Gaussian Processes via Deep Embeddings
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04-01-2020
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Learning to Select Base Classes for Few-shot Classification
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Linjun Zhou
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03-31-2020
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Improving Perceptual Quality of Drum Transcription with the Expanded Groove MIDI Dataset
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Lee Callender
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04-01-2020
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Deep transformation models: Tackling complex regression problems with neural network based transformation models
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Beate Sick
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04-01-2020
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Constrained-Space Optimization and Reinforcement Learning for Complex Tasks
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Ya-Yen Tsai
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04-02-2020
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Best Practices for Transparency in Machine Generated Personalization
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Laura Schelenz
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04-01-2020
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Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization
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Zhi Han
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04-01-2020
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Adversarial Transfer Learning for Punctuation Restoration
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Jiangyan Yi
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03-31-2020
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SK-Net: Deep Learning on Point Cloud via End-to-end Discovery of Spatial Keypoints
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Weikun Wu
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03-31-2020
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Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks
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Prajit Dhar
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03-31-2020
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Learning from Small Data Through Sampling an Implicit Conditional Generative Latent Optimization Model
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Idan Azuri
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03-31-2020
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Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation
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Victor Schmidt
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04-01-2020
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A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus
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Yuzheng Li
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03-31-2020
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Deep Probabilistic Modelling of Price Movements for High-Frequency Trading
by
Ye-Sheen Lim
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04-03-2020
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Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN
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Tingyi Wanyan
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03-31-2020
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Enriching Consumer Health Vocabulary Using Enhanced GloVe Word Embedding
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Mohammed Ibrahim
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04-03-2020
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A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control
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Supriyo Ghosh
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03-31-2020
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Distilled Semantics for Comprehensive Scene Understanding from Videos
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Fabio Tosi
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04-02-2020
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Deformation-Aware 3D Model Embedding and Retrieval
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Mikaela Angelina Uy
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03-31-2020
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A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction
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Rodrigo de Medrano
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03-31-2020
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Extreme Multi-label Classification from Aggregated Labels
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Yanyao Shen
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03-31-2020
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Leverage the Average: an Analysis of Regularization in RL
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Nino Vieillard
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04-01-2020
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Editable Neural Networks
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Anton Sinitsin
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03-31-2020
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Learning to Ask Medical Questions using Reinforcement Learning
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Uri Shaham
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04-02-2020
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Safe Reinforcement Learning via Projection on a Safe Set: How to Achieve Optimality?
by
Sebastien Gros
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03-31-2020
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EOLO: Embedded Object Segmentation only Look Once
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Longfei Zeng
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04-03-2020
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Quantifying Data Augmentation for LiDAR based 3D Object Detection
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Martin Hahner
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04-03-2020
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Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning
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Paulo R. de O. da Costa
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04-01-2020
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From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction
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Henning Lange
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04-03-2020
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Keyphrase Rubric Relationship Classification in Complex Assignments
by
Manikandan Ravikiran
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03-31-2020
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Neural network based country wise risk prediction of COVID-19
by
Ratnabali Pal
et al
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03-31-2020
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UniformAugment: A Search-free Probabilistic Data Augmentation Approach
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Tom Ching LingChen
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03-31-2020
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Deep Recurrent Modelling of Stationary Bitcoin Price Formation Using the Order Flow
by
Ye-Sheen Lim
et al
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04-03-2020
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Effective Fusion of Deep Multitasking Representations for Robust Visual Tracking
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Seyed Mojtaba Marvasti-Zadeh
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04-03-2020
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Sequential Learning for Domain Generalization
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Da Li
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03-31-2020
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Machine Learning Algorithms for Financial Asset Price Forecasting
by
Philip Ndikum
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04-02-2020
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Mirrorless Mirror Descent: A More Natural Discretization of Riemannian Gradient Flow
by
Suriya Gunasekar
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04-03-2020
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Detection of Perineural Invasion in Prostate Needle Biopsies with Deep Neural Networks
by
Peter Ström
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04-03-2020
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Retinopathy of Prematurity Stage Diagnosis Using Object Segmentation and Convolutional Neural Networks
by
Alexander Ding
et al
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04-02-2020
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Learning Sparse & Ternary Neural Networks with Entropy-Constrained Trained Ternarization (EC2T)
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Arturo Marban
et al
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04-01-2020
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Sequential Feature Classification in the Context of Redundancies
by
Lukas Pfannschmidt
et al
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04-02-2020
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Information State Embedding in Partially Observable Cooperative Multi-Agent Reinforcement Learning
by
Weichao Mao
et al
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04-02-2020
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STAN-CT: Standardizing CT Image using Generative Adversarial Network
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Md Selim
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04-01-2020
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Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art
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Mohammad Braei
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03-31-2020
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A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays
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Chendi Rao
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04-02-2020
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Multi-agent Reinforcement Learning for Networked System Control
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Tianshu Chu
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03-31-2020
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Optimal Bidding Strategy without Exploration in Real-time Bidding
by
Aritra Ghosh
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03-31-2020
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Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping
by
Jinshan Zeng
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03-31-2020
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Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes
by
Huanjing Yue
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03-31-2020
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A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set
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Philippe Besse
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04-02-2020
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Average Reward Adjusted Discounted Reinforcement Learning: Near-Blackwell-Optimal Policies for Real-World Applications
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Manuel Schneckenreither
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03-31-2020
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Deep semantic gaze embedding and scanpath comparison for expertise classification during OPT viewing
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Nora Castner
et al
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04-01-2020
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Work in Progress: Temporally Extended Auxiliary Tasks
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Craig Sherstan
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04-01-2020
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A generalised OMP algorithm for feature selection with application to gene expression data
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Michail Tsagris
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04-02-2020
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Towards Relevance and Sequence Modeling in Language Recognition
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Bharat Padi
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04-03-2020
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Near-chip Dynamic Vision Filtering for Low-Bandwidth Pedestrian Detection
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Anthony Bisulco
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04-02-2020
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Unpack Local Model Interpretation for GBDT
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Wenjing Fang
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03-31-2020
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Deep State Space Models for Nonlinear System Identification
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Daniel Gedon
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04-03-2020
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Deep Learning based detection of Acute Aortic Syndrome in contrast CT images
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Manikanta Srikar Yellapragada
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04-01-2020
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SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models
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Yucen Luo
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04-01-2020
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Uncertainty quantification in imaging and automatic horizon tracking: a Bayesian deep-prior based approach
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04-03-2020
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Reinforcement Learning for Mixed-Integer Problems Based on MPC
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Sebastien Gros
et al
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04-03-2020
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Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis
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David Major
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04-03-2020
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Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology
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Srinath Jayachandran
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04-02-2020
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FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret
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Vishnu Suresh Lokhande
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04-02-2020
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Context-Aware Multi-Task Learning for Traffic Scene Recognition in Autonomous Vehicles
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Younkwan Lee
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04-01-2020
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Development of swarm behavior in artificial learning agents that adapt to different foraging environments
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Andrea López-Incera
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03-31-2020
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Self-supervised Monocular Trained Depth Estimation using Self-attention and Discrete Disparity Volume
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Adrian Johnston
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03-31-2020
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Automated Configuration of Negotiation Strategies
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04-01-2020
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Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations
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Zhuangdi Zhu
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04-03-2020
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Neural i-vectors
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Ville Vestman
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04-01-2020
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Stopping Criteria for, and Strong Convergence of, Stochastic Gradient Descent on Bottou-Curtis-Nocedal Functions
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Vivak Patel
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04-01-2020
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No-regret learning dynamics for extensive-form correlated and coarse correlated equilibria
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Andrea Celli
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