Every paper checked — nothing hidden

All papers

Every paper checked in the week of 19–25 Oct 2026 · Small and efficient models — nothing is hidden. Brief papers first.

Paper	Topic	Relevance
Online Model Distillation for Efficient Video Inference Specializes compact video segmentation models on live camera streams by intermittently distilling knowledge from a larger teacher model. Ranked #464New way to see a problemPeer-reviewed5/10 suggestedOlder paper (2018) Older paper (2018) — discussed this week	Small and efficient models via ieee · 19 Oct, 06:18	On-topic Uses online distillation to train compact, low-cost models for efficient video stream inference.
garak: A Framework for Security Probing Large Language Models Presents an open-source security probing framework to evaluate language models against adversarial attacks and identify vulnerabilities. PreprintOlder paper (2024) Older paper (2024) — discussed this week	Small and efficient models via blog · 19 Oct, 06:19	Not relevant Does not focus on model compression, quantization, or efficient serving.
Multimodal Approaches for Efficient Evaluation of Handwritten Answer Scripts via Large Language Models Evaluates handwritten exam scripts using vision-language models and dynamic response fragmentation rather than traditional text recognition. Peer-reviewedOlder paper (2026) Older paper (2026) — discussed this week	Small and efficient models via ieee · 19 Oct, 06:18	Not relevant Applies vision-language models to grading rather than efficient model compression or serving.

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