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A2d2: Audi au- tonomous driving dataset

Canonical reference. 75% of citing Pith papers cite this work as background.

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A global dataset of continuous urban dashcam driving

cs.CV · 2026-04-01 · accept · novelty 7.0

CROWD is a new global dataset of 51,753 continuous urban dashcam segments spanning over 20,000 hours from 238 countries, with manual labels and automated object detections for routine driving analysis.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration

cs.CR · 2026-05-03 · unverdicted · novelty 6.0

The paper defines and evaluates Trojan Hippo attacks on LLM agent memory, showing 85-100% success in data exfiltration across backends and reduced rates with defenses at varying utility costs.

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices

cs.OS · 2026-04-10 · unverdicted · novelty 6.0

EdgeFlow reduces mobile LLM cold-start latency up to 4.07x versus llama.cpp, MNN, and llm.npu by NPU-aware adaptive quantization, SIMD-friendly packing, and synergistic granular CPU-NPU pipelining at comparable accuracy.

Agentic Business Process Management: A Research Manifesto

cs.AI · 2026-03-19 · unverdicted · novelty 6.0

Agentic Business Process Management reframes BPM around autonomous agents that must exhibit framed autonomy, explainability, conversational actionability, and self-modification to keep their actions aligned with organizational objectives.

Graph-based Active Learning for Entity Cluster Repair

cs.LG · 2024-01-26 · unverdicted · novelty 6.0

Graph metrics from similarity graphs plus active learning on cluster attributes produce a classifier that outperforms prior cluster repair methods on both clean and duplicate-containing datasets.

Terrestrial planet formation in the era of GPU computing

astro-ph.EP · 2026-04-10 · unverdicted · novelty 5.0

GPU-accelerated N-body simulations show that the common acceleration factor f distorts planetary chemical compositions and that terrestrial planets can form resonant chains without gas-driven orbital migration.

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Showing 14 of 14 citing papers.