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Vectora AI

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AI & ML interests

Embed Everything into Embeddings

Vectora 's collections 3

CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding

Paper • 2601.21262 • Published Jan 29
Z1zs/CausalQwen2.5

Visual Document Retrieval • 4B • Updated Feb 12 • 2
Z1zs/CausalPali

Visual Document Retrieval • 3B • Updated Feb 12 • 4

Lightweight Retrieval

DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning

Paper • 2509.23883 • Published Sep 28, 2025 • 1
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework

Paper • 2602.19549 • Published Feb 23 • 1

Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations

Paper • 2603.01666 • Published Mar 2 • 1

CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding

Paper • 2601.21262 • Published Jan 29
Z1zs/CausalQwen2.5

Visual Document Retrieval • 4B • Updated Feb 12 • 2
Z1zs/CausalPali

Visual Document Retrieval • 3B • Updated Feb 12 • 4

Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations

Paper • 2603.01666 • Published Mar 2 • 1

Lightweight Retrieval

DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning

Paper • 2509.23883 • Published Sep 28, 2025 • 1
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework

Paper • 2602.19549 • Published Feb 23 • 1

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