Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation research paper by DeepSeek, 2024

DeepSeek · Multimodal and robotics · Oct 17, 2024 · 525 citations · 37 upvotes · unverified

Janus, an autoregressive framework with separate visual encoding pathways within a unified transformer architecture, enhances performance in unified multimodal understanding and generation.

By Chengyue Wu, Xiaokang Chen, Zhiyu Wu and 8 more · arXiv 2410.13848 · PDF

UnverifiedHugging Face's summary; not yet checked by hand.

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About this paper

Venue: Computer Vision and Pattern Recognition
Citations: 525, 50 influential · Semantic Scholar
Upvotes: 37 · Hugging Face
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Changes

CitationsNov 9, 2026Citations rose from 520 to 525.

CitationsNov 2, 2026Influential citations rose from 49 to 50.

CitationsNov 2, 2026Citations rose from 499 to 520.

CitationsOct 12, 2026Citations rose from 493 to 499.

CitationsOct 5, 2026Citations rose from 481 to 493.

CitationsSep 25, 2026A first count of 49 influential citations.

CitationsSep 25, 2026A first count of 481 citations.

New paperSep 25, 2026Found by the weekly Hugging Face scan; not yet checked by hand.

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