3 papers
cs.CL2026
Lossless Prompt Compression via Dictionary-Encoding and In-Context Learning: Enabling Cost-Effective LLM Analysis of Repetitive Data
Andresa Rodrigues de Campos, David Lee, Imry Kissos +1
In-context learning has established itself as an important learning paradigm for Large Language Models (LLMs). In this paper, we demonstrate that LLMs can learn encoding keys in-co…
cs.PF2025
Adaptive Orchestration for Large-Scale Inference on Heterogeneous Accelerator Systems Balancing Cost, Performance, and Resilience
Yahav Biran, Imry Kissos
The surge in generative AI workloads has created a need for scalable inference systems that can flexibly harness both GPUs and specialized accelerators while containing operational…
cs.CV2020
Beyond Weak Perspective for Monocular 3D Human Pose Estimation
Imry Kissos, Lior Fritz, Matan Goldman +3
We consider the task of 3D joints location and orientation prediction from a monocular video with the skinned multi-person linear (SMPL) model. We first infer 2D joints locations w…