6 citations · 9 across the 11 of their papers we have counts for
11 papers
Human in the loop approaches in multi-modal conversational task guidance system development
Ramesh Manuvinakurike, Sovan Biswas, Giuseppe Raffa +6
Development of task guidance systems for aiding humans in a situated task remains a challenging problem. The role of search (information retrieval) and conversational systems for t…
Distill and Collect for Semi-Supervised Temporal Action Segmentation
Sovan Biswas, Anthony Rhodes, Ramesh Manuvinakurike +2
Recent temporal action segmentation approaches need frame annotations during training to be effective. These annotations are very expensive and time-consuming to obtain. This limit…
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections
Anthony D. Rhodes, Manan Goel
We provide a high fidelity deep learning algorithm (HyperSeg) for interactive video segmentation tasks using a convolutional network with context-aware skip connections, and compre…
Regularized L21-Based Semi-NonNegative Matrix Factorization
Anthony D. Rhodes, Bin Jiang
We present a general-purpose data compression algorithm, Regularized L21 Semi-NonNegative Matrix Factorization (L21 SNF). L21 SNF provides robust, parts-based compression applicabl…
Evolving Order and Chaos: Comparing Particle Swarm Optimization and Genetic Algorithms for Global Coordination of Cellular Automata
Anthony D. Rhodes
We apply two evolutionary search algorithms: Particle Swarm Optimization (PSO) and Genetic Algorithms (GAs) to the design of Cellular Automata (CA) that can perform computational t…
Search Algorithms for Mastermind
Anthony D. Rhodes
his paper presents two novel approaches to solving the classic board game mastermind, including a variant of simulated annealing (SA) and a technique we term maximum expected reduc…