Technical reports, preprints, empirical benchmark results, and open-source packages released by AIAC research squads. All original research is licensed under Creative Commons and open OSI licenses.
Comprehensive empirical analysis comparing byte-pair encoding (BPE) vs sentencepiece subword segmentation on low-resource regional text with vocabulary boundary metrics. Evaluates agglutinative morphology preservation across 10,000 sentences from regional public administrative records.
Formal state-machine specifications and guardrail schemas for preventing infinite recursive tool-calls in LangGraph multi-agent triage workflows. Demonstrates 100% loop termination across 150 automated test pull request submissions with verifiable Pydantic schema validation.
Investigation into teacher-student knowledge distillation when transferring English sentiment priors into Kannada regional dialects with temperature calibration. Outlines empirical bounds where pseudo-label confidence filters prevent negative transfer in low-resource target domains.
Empirical benchmarking of frame throughput, memory bandwidth saturation, and thermal profiling across TensorRT compiled vision graphs on Jetson embedded boards. Reports exact latency curves across batch sizes 1 to 8 under realistic ambient thermal conditions.
Modular Python utility package providing standardized Unicode normalization, sentence splitting, and whitespace sanitization for regional text datasets. Published with complete unit tests and typing stubs.
Turnkey CI/CD GitHub Actions workflow for machine learning repositories that captures GPU VRAM usage via Prometheus exporters, validates deterministic random seeds, and computes dataset SHA-256 hashes on every commit.
No publications match your filter criteria.
