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researcher

Volkan Isler

University of Minnesota

74 papers hereh-index 427k citations242 works total

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

author position
  • middle author16
  • last author55

Across the 71 of 74 papers where every author was matched, so the position is known.

fields
  • cs.RO40
  • cs.CV24
  • cs.CG5
  • cs.DC1
  • cs.DS1
  • cs.LG1
affiliations
  • University of Minnesota
Homepage

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedA Comparative Study of Fruit Detection and Counting Methods for Yield Mapping in Apple Orchards

177 citations · 724 across the 71 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.CG2026

VisFlow: Interpretable Flow Matching for Visibility Reconstruction, Characterization, and Recognition

Rahul Moorthy, Volkan Isler

Methods for learning continuous representations, such as latent manifolds, are fundamental and ubiquitous in modern machine learning. Yet many geometric objects combine continuous…

cs.RO2026

Uncertainty Guided Exploratory Trajectory Optimization for Sampling-Based Model Predictive Control

O. Goktug Poyrazoglu, Yukang Cao, Rahul Moorthy +1

Trajectory optimization depends heavily on initialization. In particular, sampling-based approaches are highly sensitive to initial solutions, and limited exploration frequently le…

cs.CV2026

SV-GS: Sparse View 4D Reconstruction with Skeleton-Driven Gaussian Splatting

Jun-Jee Chao, Volkan Isler

Reconstructing a dynamic target moving over a large area is challenging. Standard approaches for dynamic object reconstruction require dense coverage in both the viewing space and…

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