Name
Affiliation
Papers
DAVID MEGER
Samsung AI Ctr Montreal, Montreal, PQ, Canada
60
Collaborators
Citations 
PageRank 
105
403
32.90
Referers 
Referees 
References 
1074
990
452
Search Limit
1001000
Title
Citations
PageRank
Year
Visuotactile-RL: Learning Multimodal Manipulation Policies with Deep Reinforcement Learning00.342022
Why Should I Trust You, Bellman? The Bellman Error is a Poor Replacement for Value Error.00.342022
Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning.00.342022
Learning Assisted Identification of Scenarios Where Network Optimization Algorithms Under-Perform00.342021
Seeing Through Your Skin: Recognizing Objects With A Novel Visuotactile Sensor00.342021
Latent Attention Augmentation for Robust Autonomous Driving Policies00.342021
Multimodal dynamics modeling for off-road autonomous vehicles00.342021
A Deep Reinforcement Learning Approach To Marginalized Importance Sampling With The Successor Representation00.342021
Learning Intuitive Physics With Multimodal Generative Models00.342021
Trajectory-Constrained Deep Latent Visual Attention for Improved Local Planning in Presence of Heterogeneous Terrain00.342021
Urban Night Scenery Reconstruction by Day-night Registration and Synthesis00.342020
3d Shape Reconstruction From Vision And Touch00.342020
Vision-Based Goal-Conditioned Policies for Underwater Navigation in the Presence of Obstacles30.472020
PresSense - Passive Respiration Sensing via Ambient WiFi Signals in Noisy Environments.00.342020
Learning the Latent Space of Robot Dynamics for Cutting Interaction Inference00.342020
Depth Prediction for Monocular Direct Visual Odometry00.342020
View-Invariant Loop Closure with Oriented Semantic Landmarks.00.342020
An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay00.342020
Learning to Drive Off Road on Smooth Terrain in Unstructured Environments Using an On-Board Camera and Sparse Aerial Images10.372020
Learning Domain Randomization Distributions for Training Robust Locomotion Policies10.342020
Cascaded Gaussian Processes For Data-Efficient Robot Dynamics Learning00.342019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects.20.362019
Human Motion Prediction Via Pattern Completion in Latent Representation Space00.342019
Uncertainty Aware Learning from Demonstrations in Multiple Contexts using Bayesian Neural Networks20.472019
Learning Domain Randomization Distributions for Transfer of Locomotion Policies.00.342019
Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning.30.372018
Synthesizing Neural Network Controllers With Probabilistic Model-Based Reinforcement Learning00.342018
3D Object Super-Resolution.00.342018
Deep Reinforcement Learning that Matters.802.662018
Semantic Scene Models for Visual Localization under Large Viewpoint Changes00.342018
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation20.362018
Cost Adaptation For Robust Decentralized Swarm Behaviour00.342018
OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning40.412018
Off-Policy Deep Reinforcement Learning without Exploration.40.392018
Navigation In The Service Of Enhanced Pose Estimation00.342018
Resolving Occlusion in Active Visual Target Search of High-Dimensional Robotic Systems.20.382018
Improved Adversarial Systems for 3D Object Generation and Reconstruction.120.552017
Adapting learned robotics behaviours through policy adjustment.30.422017
Robotic Coral Reef Health Assessment Using Automated Image Analysis.20.382017
Benchmark Environments for Multitask Learning in Continuous Domains.10.402017
Bayesian Policy Gradients via Alpha Divergence Dropout Inference.10.362017
Towards Autonomous Robotic Coral Reef Health Assessment.00.342015
Trajectory Inference Using a Motion Sensing Network00.342014
3D trajectory synthesis and control for a legged swimming robot10.412014
Overcoming Unknown Occlusions In Eye-In-Hand Visual Search20.372013
The UBC Visual Robot Survey: A Benchmark for Robot Category Recognition.30.412012
Fine-Grained Categorization For 3d Scene Understanding311.312012
Overcoming occlusions in eye-in-hand visual search40.422012
Explicit Occlusion Reasoning For 3d Object Detection140.742011
Viewpoint detection models for sequential embodied object category recognition130.712010
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