#deep-learning
28 resources
Results
- depth-estimation
Real-time depth map privacy transforms using Depth Anything v2 (CoreML + PyTorch)
- proof-orchestrator
Manage a stateful, run-directory-based proof project: continuation across runs, run-local source bookkeeping, manual GPT Pro handoff packages when a local…
- paper-poster-html
DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates,…
- render-html
Render an ARIS Markdown / JSON artifact (IDEA_REPORT, AUTO_REVIEW, KILL_ARGUMENT, PAPER_PLAN, research-wiki state, etc.) into a single-file HTML view…
- experiment-queue
SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention.
- figure-spec
Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG.
- paper-illustration-image2
Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation.
- comm-lit-review
Communications-domain literature review with Claude-style knowledge-base-first retrieval.
- paper-write
Draft LaTeX paper section by section from an outline.
- alphaxiv
Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback.
- arxiv
Search, download, and summarize academic papers from arXiv.
- auto-paper-improvement-loop
Autonomously improve a generated paper via GPT-5.6-Sol xhigh review → implement fixes → recompile, for 2 rounds.
- auto-review-loop-llm
Autonomous research review loop using any OpenAI-compatible LLM API.
- auto-review-loop-minimax
Autonomous multi-round research review loop using MiniMax API.
- citation-audit
Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually…
- claims-drafting
Draft patent claims for an invention.
- deepxiv
Search and progressively read open-access academic papers through DeepXiv.
- dse-loop
Autonomous design space exploration loop for computer architecture and EDA.
- embodiment-description
Write detailed embodiment descriptions for patent specifications.
- experiment-audit
Audit experiment integrity before claiming results.
- experiment-bridge
Workflow 1.5: Bridge between idea discovery and auto review.
- experiment-plan
Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap.
- figure-description
Process user-provided patent figures and generate formal drawing descriptions.
- formula-derivation
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent…
- gemini-search
Search research papers via Gemini for broad literature discovery.
- grant-proposal
Draft a structured grant proposal from research ideas and literature.
- graphsignal-profiler
Set up the Graphsignal Profiler for inference workloads — vLLM, SGLang, PyTorch, and dstack services.
- homepage-generator
Generate a single-file HTML academic homepage.
