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- Mask R-CNN
- Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
- Watertight Ray/Triangle Intersection
- Understanding Deep Learning Requires Rethinking Generalization
- Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
- On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
- Layer Normalization
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
- Deep Residual Learning for Image Recognition
- Optimal Step Nonrigid ICP Algorithms for Surface Registration
- Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
- Least-Squares Estimation of Transformation Parameters Between Two Point Sets
- A Fast Learning Algorithm for Deep Belief Nets
- A View of the EM Algorithm that Justifies Incremental, Sparse, and Other Variants
- One Weird Trick for Parallelizing Convolutional Neural Networks
- Exponential Family Harmoniums with an Application to Information Retrieval
- Pose Space Deformation: A Unified Approach to Shape Interpolation and Skeleton-Driven Deformation
- Learning Internal Representations by Error Propagation
- Structuring a Renderer: \(\varphi\)-Ray
- Information Processing in Dynamical Systems: Foundations of Harmony Theory
- An Introduction to the Conjugate Gradient Method Without the Agonizing Pain
- A Learning Algorithm for Boltzmann Machines
- Geometric Skinning with Approximate Dual Quaternion Blending
- The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain
- The Sharpe Ratio
- Neural Networks and Physical Systems with Emergent Collective Computational Abilities
- Training Products of Experts by Minimizing Contrastive Divergence
- Market Timing with Candlestick Technical Analysis
- All that Glitters is Not Gold: Comparing Backtest and Out-of-Sample Performance on a Large Cohort of Trading Algorithms
- Easy Volatility Investing
- A Tutorial on Helmholtz Machines
- When Do Stop-Loss Rules Stop Losses?
- A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market
- Asset Prices and Trading Volume Under Fixed Transactions Costs
- Maxout Networks
- Dropout: A Simple Way to Prevent Neural Networks from Overfitting
- Dropout Training as Adaptive Regularization
- Model Compression
- Distilling the Knowledge in a Neural Network
- Do Deep Nets Really Need to be Deep?
- Efficient Backprop
- Stochastic Gradient Descent Tricks
- Automatic Differentiation in Machine Learning: A Survey
- Econometric Models of Limit-Order Executions
- Multilayer Feedforward Networks are Universal Approximators
- Dendritic Computation
- Understanding Order Flow
- Optimal Control of Execution Costs
- Risks and Portfolio Decisions Involving Hedge Funds
- Coordinate Systems
- Hedge Funds: The Living and the Dead
- Do Hedge Funds Have Enough Capital? A Value-at-Risk Approach
- Characterizing Computer Performance with a Single Number
- How Not to Lie with Statistics: The Correct Way to Summarize Benchmark Results
- An Econometric Analysis of Serial Correlation and Illiquidity in Hedge-Fund Returns
- Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds
- Orange Juice and Weather
- The Adaptive Markets Hypothesis: Market Efficiency from an Evolutionary Perspective
- Do Asset Prices Reflect Fundamentals? Freshly Squeezed Evidence from the OJ Market
- Neuroeconomics: How Neuroscience Can Inform Economics
- Drawing Inferences from Statistics based on Multiyear Asset Returns
- When are Contrarian Profits Due to Stock Market Overreaction?
- Profitability of Momentum Strategies: An Evaluation of Alternative Explanations
- The Restrictions on Predictability Implied by Rational Asset Pricing Models
- The Myth of Long-Horizon Predictability
- The Standard Error of Regressions
- Let’s Take the Con Out of Econometrics
- Role of Models in Statistical Analysis
- The Experimental Generation of Interpersonal Closeness: A Procedure and Some Preliminary Findings
- Notes on TensorFlow
- TensorFlow, TensorBoard, and Docker
- Review and Analysis of Solutions of the Three Point Perspective Pose Estimation Problem
- Variational Learning for Switching State-Space Models
- Bayesian Face Recognition
- Robust Generative Subspace Modeling: The Subspace \(t\) Distribution
- Robust Subspace Mixture Models using \(t\)-distributions
- Robust Mixture Modelling using the \(t\)-distribution
- Mixtures of Probabilistic Principal Component Analysers
- The EM Algorithm for Mixtures of Factor Analyzers
- 3D Live: Real Time Captured Content for Mixed Reality
- High-Accuracy Stereo Depth Maps Using Structured Light
- Simple, Accurate, and Robust Projector-Camera Calibration
- Multiresolution Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns
- Generative or Discriminative? Getting the Best of Both Worlds
- SEDA: An Architecture for Well-Conditioned, Scalable Internet Services
- Reconciling Environment Integration and Component Independence
- Design Patterns: Abstraction and Reuse of Object-Oriented Design
- A Guide to Metaphorical Design
- A Spiral Model of Software Development and Enhancement
- Sequential and Concurrent Object-Oriented Programming
- Software Aging
- Applying “Design by Contract”
- Predicate Logic for Software Engineering
- Active Design Reviews: Principles and Practices
- A Rational Design Process: How and Why to Fake It
- The Modular Structure of Complex Systems
- Abstract Types Defined as Classes of Variables
- Use of Abstract Interfaces in the Development of Software for Embedded Computer Systems
- The Influence of Software Structure on Reliability
- Response to Detected Errors in Well-Structured Programs
- The Use of Abstract Data Types to Simplify Program Modifications
- Use of the Concept of Transparency in the Design of Hierarchically Structured Systems
- Designing Software for Ease of Extension and Contraction
- On the Design and Development of Program Families
- On the Criteria to be Used in Decomposing Systems into Modules
- A Technique for Software Module Specification with Examples
- Information Distribution Aspects of Design Methodology
- A Model of Large Program Development
- Architectural Styles and the Design of Network-based Software Architectures
- Design of Design
- Notes on the Synthesis of Form
- Sphinx on GitHub Pages
- Blogging with Docker
- Typical Mercurial Usage
- Profiling on Linux
- Trading Cryptocurrencies
- Notes on Software Design
- Notes on Scraping Together a Heterogeneous System
- Transfer Media Files to Mobile Device via VLC
- Style: Lessons in Clarity and Grace
- The Science of Scientific Writing
- Collection of Notes on Research
- Typical FFmpeg Usage
- Generate SVG Graphics
- Blogging with RestructuredText, a Google Domain, and Sphinx
- Set Up Android Development Environment
- Svegan Lifestyle
- Set Up System Programming Environment
- The Rise and Fall of React, Flux, Redux, and Cycle
- Install Graphics and Compute on Linux Mint
- Set Up Web Development Environment
- VFIO Tips and Tricks
- Options Trading
- Assimp Mesh Loader
- Set Up Data Analysis Environment
- Install Nvidia Drivers on Linux Mint
- Blogging with RestructuredText, a Google Domain, and Pelican
- Linux Mint Installation