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icml2026-explorer

deep-diver

A web-based explorer for 8126 ICML 2026 papers featuring 3D similarity maps, semantic search, structured summaries, affiliation trend panels, and export tools.

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Last updated

2026-07-28

AI repository intelligence
FR-AI / ANALYSIS

Why it is worth attention

It provides an interactive, visual way to navigate a large conference proceedings – combining UMAP-based 3D embedding, semantic search, and per-paper summaries – which is rare for a single conference dataset.

Who it is for

  • ICML attendees and researchers
  • ML paper readers seeking topical exploration
  • Conference organizers and program chairs
  • Data journalists covering AI research trends

Use cases

  • Quickly finding papers similar to a known work via 3D map or semantic search
  • Analyzing institutional affiliation trends across ICML 2026
  • Generating custom paper lists with bookmarks and CSV export for review
  • Filtering papers by conference day for scheduling or attendance planning

Strengths

  • 3D similarity map using UMAP and MiniLM embeddings enables intuitive browsing
  • Semantic search goes beyond keyword matching
  • Structured summaries (problem/approach/result/novelty) extract key insights
  • Affiliation trend panels offer a high-level view of participating institutions

Considerations

  • Covers only ICML 2026 papers (no other conferences or years)
  • Relies on OpenReview data and may inherit its completeness or timeliness
  • No mention of offline access or API for programmatic use

README quick start

ICML 2026 Paper Explorer

Explore 8126 ICML 2026 papers (6341 main + 1785 workshop) with:

  • 🌌 3D similarity map (UMAP + MiniLM embeddings)
  • 🔍 Semantic search
  • 📊 Rich summaries (problem/approach/result/novelty)
  • 🏛️ Affiliation trend panels
  • 🔖 Bookmarks + CSV export
  • 📅 Conference day filtering

Data extracted from OpenReview. PDFs link to openreview.net.

Description

Explore 8126 ICML 2026 papers with 3D similarity map, semantic search, and rich summaries

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