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Research

AI, Engineering
Learning Joint 2D-3D Representations for Depth Completion

October 1, 2019 / Global

AI, Engineering
Improving Movement Prediction of Traffic Actors using Off-road Loss and Bias Mitigation

October 1, 2019 / Global

AI, Engineering
DAGMapper: Learning to Map by Discovering Lane Topology

October 1, 2019 / Global

AI, Engineering
DMM-Net: Differentiable Mask-Matching Network for Video Instance Segmentation

September 27, 2019 / Global

AI, Engineering
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving

September 16, 2019 / Global

AI, Engineering
Hamiltonian Neural Networks

September 13, 2019 / Global

AI, Engineering
LCA: Loss Change Allocation for Neural Network Training

September 13, 2019 / Global

AI, Engineering
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask

September 13, 2019 / Global

AI, Engineering
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch

September 12, 2019 / Global

AI, Engineering
Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform

August 29, 2019 / Global

AI, Engineering
Uplift Modeling for Multiple Treatments with Cost Optimization

August 29, 2019 / Global

AI, Engineering
DSIC: Deep Stereo Image Compression

August 9, 2019 / Global

AI, Engineering
Flexibly-Structured Model for Task-Oriented Dialogues

August 6, 2019 / Global

AI, Engineering
Improve User Retention with Causal Learning

August 5, 2019 / Global

Backend, Engineering
NullAway: Practical Type-Based Null Safety for Java

August 1, 2019 / Global

AI, Engineering
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints

July 18, 2019 / Global

AI, Engineering
Evolvability ES: Scalable and Direct Optimization of Evolvability

July 13, 2019 / Global

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