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Clemens Eppner

NVIDIA Research

23 papers hereh-index 273.5k citations50 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author19
  • last author1

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.RO20
  • cs.CV1
  • cs.GR1
  • cs.LG1
affiliations
  • NVIDIA Research
Homepage

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedDefGraspSim: Physics-based simulation of grasp outcomes for 3D deformable objects

38 citations · 129 across the 17 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

cs.RO2020

Alternative Paths Planner (APP) for Provably Fixed-time Manipulation Planning in Semi-structured Environments

Fahad Islam, Chris Paxton, Clemens Eppner +3

In many applications, including logistics and manufacturing, robot manipulators operate in semi-structured environments alongside humans or other robots. These environments are lar…

cs.RO2020

ACRONYM: A Large-Scale Grasp Dataset Based on Simulation

Clemens Eppner, Arsalan Mousavian, Dieter Fox

We introduce ACRONYM, a dataset for robot grasp planning based on physics simulation. The dataset contains 17.7M parallel-jaw grasps, spanning 8872 objects from 262 different categ…

cs.RO2020

Object Rearrangement Using Learned Implicit Collision Functions

Michael Danielczuk, Arsalan Mousavian, Clemens Eppner +1

Robotic object rearrangement combines the skills of picking and placing objects. When object models are unavailable, typical collision-checking models may be unable to predict coll…

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