Research

Engineering

Physically Realizable Adversarial Examples for LiDAR Object Detection

August 31, 2020 / Global

Uber AI, Engineering

First-Order Preconditioning via Hypergradient Descent

June 8, 2020 / Global

Uber AI, Engineering

Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods

June 8, 2020 / Global

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Uber AI, Engineering

Estimating Q(s,s’) with Deep Deterministic Dynamics Gradients

June 8, 2020 / Global

Uber AI, Engineering

Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions

June 8, 2020 / Global

Uber AI, Engineering

Heterogeneous Causal Learning for Effectiveness Optimization in User Marketing

April 21, 2020 / Global

Uber AI, Engineering

Learning Continuous Treatment Policy and Bipartite Embeddings for Matching with Heterogeneous Causal Effects

April 21, 2020 / Global

Engineering

Discovering Essential Multiple Gene Effects through Large Scale Optimization: an Application to Human Cancer Metabolism

April 2, 2020 / Global

Uber AI, Engineering

Plug and Play Language Models: A Simple Approach to Controlled Text Generation

April 1, 2020 / Global

Backend

Fully Automated HTML and JavaScript Rewriting for Constructing a Self‐healing Web Proxy

February 1, 2020 / Global

Uber AI, Engineering

Joint Interaction and Trajectory Prediction for Autonomous Driving using Graph Neural Networks

December 17, 2019 / Global

Uber AI, Engineering

Identifying Unknown Instances for Autonomous Driving

October 24, 2019 / Global

Uber AI, Engineering

Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction

October 17, 2019 / Global

Uber AI, Engineering

Incremental Few-Shot Learning with Attention Attractor Networks

October 6, 2019 / Global

Uber AI, Engineering

Efficient Graph Generation with Graph Recurrent Attention Networks

October 2, 2019 / Global

Backend, Engineering

Optimization of Swift Protocols

October 1, 2019 / Global

Uber AI, Engineering

Learning Joint 2D-3D Representations for Depth Completion

October 1, 2019 / Global

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Research

Physically Realizable Adversarial Examples for LiDAR Object Detection

First-Order Preconditioning via Hypergradient Descent

Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods

Interested in joining Uber Eng?

Estimating Q(s,s’) with Deep Deterministic Dynamics Gradients

Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions

Heterogeneous Causal Learning for Effectiveness Optimization in User Marketing

Learning Continuous Treatment Policy and Bipartite Embeddings for Matching with Heterogeneous Causal Effects

Discovering Essential Multiple Gene Effects through Large Scale Optimization: an Application to Human Cancer Metabolism

Plug and Play Language Models: A Simple Approach to Controlled Text Generation

Fully Automated HTML and JavaScript Rewriting for Constructing a Self‐healing Web Proxy

Joint Interaction and Trajectory Prediction for Autonomous Driving using Graph Neural Networks

Identifying Unknown Instances for Autonomous Driving

Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction

Incremental Few-Shot Learning with Attention Attractor Networks

Efficient Graph Generation with Graph Recurrent Attention Networks

Optimization of Swift Protocols

Learning Joint 2D-3D Representations for Depth Completion

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