08-18-2021
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Trends in Neural Architecture Search: Towards the
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08-18-2021
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Moser Flow: Divergence-based Generative Modeling on
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08-18-2021
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Single-DARTS: Towards Stable Architecture Search
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08-18-2021
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Quantitative Uniform Stability of the Iterative
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08-18-2021
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Stack Index Prediction Using Time-Series Analysis
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08-19-2021
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Deep Learning-based Spacecraft Relative Navigation
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08-19-2021
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Segmentation of Lungs COVID Infected Regions by
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08-19-2021
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Local Latin Hypercube Refinement for Multi-objective
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08-18-2021
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On Multimarginal Partial Optimal Transport: Equivalent
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Khang Le
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08-19-2021
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Towards More Efficient Federated Learning with Better
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Zirui Zhu
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08-18-2021
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Network-wide link travel time and station waiting time
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08-19-2021
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Spatially-Adaptive Image Restoration using
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08-17-2021
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Towards Secure and Practical Machine Learning via
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Fei Zheng
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08-17-2021
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Investigating a Baseline Of Self Supervised Learning
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Hilal AlQuabeh
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08-17-2021
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MVCNet: Multiview Contrastive Network for Unsupervised
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08-17-2021
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RRLFSOR: An Efficient Self-Supervised Learning Strategy
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Feng Sun
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08-19-2021
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CloudShield: Real-time Anomaly Detection in the Cloud
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08-19-2021
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Counterfactual Attention Learning for Fine-Grained
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08-19-2021
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Feature-weighted Stacking for Nonseasonal Time Series
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08-19-2021
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Improving Semi-Supervised Learning for Remaining Useful
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Tilman Krokotsch
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08-17-2021
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A new semi-supervised inductive transfer learning
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Ze Yuan
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08-20-2021
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State-Of-The-Art Algorithms For Low-Rank Dynamic Mode
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Patrick Heas
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08-20-2021
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SplitGuard: Detecting and Mitigating Training-Hijacking
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08-18-2021
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Variational Graph Normalized Auto-Encoders
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08-18-2021
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DeepCVA: Automated Commit-level Vulnerability
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Triet H. M. Le
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08-18-2021
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Optimising Knee Injury Detection with Spatial Attention
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08-18-2021
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Classification of Diabetic Retinopathy Severity in
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Jonathan Zhang
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08-19-2021
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Personalized next-best action recommendation with
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08-19-2021
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Czech News Dataset for Semanic Textual Similarity
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08-17-2021
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Explainable Deep Reinforcement Learning Using
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08-18-2021
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Achieving on-Mobile Real-Time Super-Resolution with
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Zheng Zhan
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08-19-2021
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Communication-Efficient Federated Learning via Robust
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Shay Vargaftik
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08-18-2021
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Self-Supervised Video Representation Learning with
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Yuanze Lin
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08-17-2021
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TFRD: A Benchmark Dataset for Research on Temperature
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08-18-2021
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Data-driven Modeling for Distribution Grids Under
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Shanny Lin
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08-17-2021
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HyperSF: Spectral Hypergraph Coarsening via Flow-based
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08-17-2021
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M-ar-K-Fast Independent Component Analysis
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08-17-2021
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A Light-weight contextual spelling correction model for
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Xiaoqiang Wang
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08-19-2021
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SiReN: Sign-Aware Recommendation Using Graph Neural
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08-17-2021
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Edge AI without Compromise: Efficient, Versatile and
Accurate Neurocomputing in Resistive Random-Access
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08-17-2021
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Aggregated Customer Engagement Model
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08-18-2021
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Improving Human Decision-Making with Machine Learning
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Hamsa Bastani
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08-18-2021
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Blockchain Phishing Scam Detection via Multi-channel
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Dunjie Zhang
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08-17-2021
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Neonatal Bowel Sound Detection Using Convolutional
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Chiranjibi Sitaula
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08-18-2021
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Learning to Detect: A Data-driven Approach for Network
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08-18-2021
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Effective and scalable clustering of SARS-CoV-2
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Sarwan Ali
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08-19-2021
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Detection of Illicit Drug Trafficking Events on
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Chuanbo Hu
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08-19-2021
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Determinant-free fermionic wave function using
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Koji Inui
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08-19-2021
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A Sensor Fusion-based GNSS Spoofing Attack Detection
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08-20-2021
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Contrastive Representations for Label Noise Require
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08-17-2021
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Direct domain adaptation through reciprocal linear
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Tariq Alkhalifah
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08-17-2021
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Clustering dynamics on graphs: from spectral clustering
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08-17-2021
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Learning to Collaborate
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08-18-2021
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Stochastic Cluster Embedding
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08-20-2021
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Towards Understanding the Generative Capability of
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Yao Zhu
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08-20-2021
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DL-Traff: Survey and Benchmark of Deep Learning Models
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Renhe Jiang
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08-20-2021
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A fuzzy-rough uncertainty measure to discover bias
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08-17-2021
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Affect-Aware Deep Belief Network Representations for
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08-19-2021
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Using Multilevel Circulant Matrix Approximate to Speed
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08-19-2021
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Application of Adversarial Examples to Physical ECG
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08-18-2021
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Towards Deep and Efficient: A Deep Siamese
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Hongruixuan Chen
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08-19-2021
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Comparing concepts of quantum and classical neural
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08-19-2021
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Batch Curation for Unsupervised Contrastive
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08-19-2021
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Topo2vec: Topography Embedding Using the Fractal Effect
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08-19-2021
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Learning Equilibria in Matching Markets from Bandit
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08-19-2021
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Multi-Center Federated Learning
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08-19-2021
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Augmenting Implicit Neural Shape Representations with
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08-19-2021
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Cross-Silo Federated Learning for Multi-Tier Networks
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08-19-2021
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A Reinforcement Learning Approach for GNSS Spoofing
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08-19-2021
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An Innovative Attack Modelling and Attack Detection
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08-19-2021
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Teaching Uncertainty Quantification in Machine Learning
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Matias Valdenegro-Toro
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08-18-2021
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Prior Is All You Need to Improve the Robustness and
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Lu Wen
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08-18-2021
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Fair and Consistent Federated Learning
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Sen Cui
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08-20-2021
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Group-based Distinctive Image Captioning with Memory
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08-18-2021
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Computing Steiner Trees using Graph Neural Networks
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08-18-2021
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XAI Methods for Neural Time Series Classification: A
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08-19-2021
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A Framework for Neural Topic Modeling of Text Corpora
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08-19-2021
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Neural TMDlayer: Modeling Instantaneous flow of
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Zihang Meng
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08-18-2021
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Deep Graph Memory Networks for Forgetting-Robust
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Ghodai Abdelrahman
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08-19-2021
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Threshold Phenomena in Learning Halfspaces with Massart
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08-19-2021
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Provably Efficient Generative Adversarial Imitation
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Zhihan Liu
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08-19-2021
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Dynamic Difficulty Adjustment in Virtual Reality
Exergames through Experience-driven Procedural Content
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08-17-2021
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Estimating smooth and sparse neural receptive fields
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Ziwei Huang
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08-17-2021
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Compressing gradients by exploiting temporal
correlation in momentum-SGD
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Tharindu B. Adikari
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08-17-2021
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O-HAS: Optical Hardware Accelerator Search for Boosting
Both Acceleration Performance and Development Speed
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Mengquan Li
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08-18-2021
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Exploiting Multi-Object Relationships for Detecting
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Mingjun Yin
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08-20-2021
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Reinforcement Learning to Optimize Lifetime Value in
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Luo Ji
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08-17-2021
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Data Pricing in Machine Learning Pipelines
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Zicun Cong
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08-18-2021
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DeepExpress: Heterogeneous and Coupled Sequence
Modeling for Express Delivery Prediction
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08-17-2021
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ImitAL: Learning Active Learning Strategies from
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08-19-2021
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Semi-supervised learning for medical image
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Tri Huynh
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08-19-2021
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Mitigating Greenhouse Gas Emissions Through Generative
Adversarial Networks Based Wildfire Prediction
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Sifat Chowdhury
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08-17-2021
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Fed-TGAN: Federated Learning Framework for Synthesizing
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Zilong Zhao
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08-19-2021
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Do Vision Transformers See Like Convolutional Neural
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by
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08-17-2021
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Semi-parametric Bayesian Additive Regression Trees
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08-17-2021
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Incremental cluster validity index-guided online
learning for performance and robustness to presentation
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08-17-2021
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AGNet: Weighing Black Holes with Deep Learning
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08-19-2021
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Concurrent Discrimination and Alignment for
Self-Supervised Feature Learning
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Anjan Dutta
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08-18-2021
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Structure Parameter Optimized Kernel Based Online
Prediction with a Generalized Optimization Strategy for
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Jinhua Guo
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08-18-2021
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Generalizing MLPs With Dropouts, Batch Normalization,
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Taewoon Kim
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08-18-2021
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Medical Image Segmentation using 3D Convolutional
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S. Niyas
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08-18-2021
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Contributions of Transformer Attention Heads in Multi-
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Weicheng Ma
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08-19-2021
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Risk Bounds and Calibration for a Smart
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by
Heyuan Liu
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08-19-2021
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Plug and Play, Model-Based Reinforcement Learning
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08-17-2021
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Modulating Language Models with Emotions
by
Ruibo Liu
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08-17-2021
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When Should You Defend Your Classifier -- A
Game-theoretical Analysis of Countermeasures against
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08-19-2021
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Twitter User Representation using Weakly Supervised
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08-17-2021
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GCCAD: Graph Contrastive Coding for Anomaly Detection
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Bo Chen
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08-18-2021
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Confidence Adaptive Regularization for Deep Learning
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Yangdi Lu
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08-20-2021
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Quantization Backdoors to Deep Learning Models
by
Hua Ma
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08-17-2021
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Optimal Placement of Public Electric Vehicle Charging
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08-19-2021
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MobileCaps: A Lightweight Model for Screening and
Severity Analysis of COVID-19 Chest X-Ray Images
by
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08-19-2021
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Learning-to-learn non-convex piecewise-Lipschitz
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by
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08-18-2021
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ALLNet: A Hybrid Convolutional Neural Network to
Improve Diagnosis of Acute Lymphocytic Leukemia (ALL)
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by
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08-18-2021
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CARE: Coherent Actionable Recourse based on Sound
Counterfactual Explanations
by
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08-19-2021
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ASAT: Adaptively Scaled Adversarial Training in Time
Series
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Zhiyuan Zhang
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08-18-2021
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FeelsGoodMan: Inferring Semantics of Twitch Neologisms
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08-19-2021
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Temporal Graph Network Embedding with Causal Anonymous
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by
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08-19-2021
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A Framework for an Assessment of the Kernel-target
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Dai Feng
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08-20-2021
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Deep Sequence Modeling: Development and Applications in
Asset Pricing
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Lin William Cong
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08-19-2021
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Few Shot Activity Recognition Using Variational
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08-20-2021
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Distributionally Robust Learning
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Ruidi Chen
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08-20-2021
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Discriminative Domain-Invariant Adversarial Network for
Deep Domain Generalization
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Mohammad Mahfujur Rahman
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08-17-2021
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MOI-Mixer: Improving MLP-Mixer with Multi Order
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by
Hojoon Lee
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08-17-2021
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Federated Learning with Correlated Data: Taming the
Tail for Age-Optimal Industrial IoT
by
Chen-Feng Liu
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08-19-2021
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Provable Benefits of Actor-Critic Methods for Offline
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