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15 papers · 1 filter
SAGE: A Strategy-Aware Graph-Enhanced Generation Framework For Online Counseling
Eliya Naomi Aharon, Meytal Grimland, Avi Segal +4
Effective mental health counseling is a complex, theory-driven process requiring the simultaneous integration of psychological frameworks, real-time distress signals, and strategic…
Accelerating Sparse Linear Solvers with an Optical Laser Processing Unit
Dan Gluck, Yotam Mimran, Andrey Karenskih +4
Solving large, sparse linear systems is a fundamental workload in scientific computing and engineering simulations, often dominating runtime and energy consumption in high-performa…
Video Analysis and Generation via a Semantic Progress Function
Gal Metzer, Sagi Polaczek, Ali Mahdavi-Amiri +2
Transformations produced by image and video generation models often evolve in a highly non-linear manner: long stretches where the content barely changes are followed by sudden, ab…
One Shot Learning for Edge Detection on Point Clouds
Zhikun Tu, Yuhe Zhang, Yiou Jia +2
Each scanner possesses its unique characteristics and exhibits its distinct sampling error distribution. Training a network on a dataset that includes data collected from different…
Simplifying Safety Proofs with Forward-Backward Reasoning and Prophecy
Eden Frenkel, Kenneth L. McMillan, Oded Padon +1
We propose an incremental approach for safety proofs that decomposes a proof with a complex inductive invariant into a sequence of simpler proof steps. Our proof system combines ru…
Single Plane Spatial Mode Sorter
Khen Cohen, Yoav Yosif-Or, Yaron Oz +1
A mode sorter separates a set of M orthogonal spatial modes in a shared input channel into M different output channels. Here we present an analytic derivation and experimental vali…