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cs.CV2026
DeepSeek-OCR 2: Visual Causal Flow
Haoran Wei, Yaofeng Sun, Yukun Li
We present DeepSeek-OCR 2 to investigate the feasibility of a novel encoder-DeepEncoder V2-capable of dynamically reordering visual tokens upon image semantics. Conventional vision…
cs.CV2025
DeepSeek-OCR: Contexts Optical Compression
Haoran Wei, Yaofeng Sun, Yukun Li
We present DeepSeek-OCR as an initial investigation into the feasibility of compressing long contexts via optical 2D mapping. DeepSeek-OCR consists of two components: DeepEncoder a…
cs.CV2024
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
Zhiyu Wu, Xiaokang Chen, Zizheng Pan +24
We present DeepSeek-VL2, an advanced series of large Mixture-of-Experts (MoE) Vision-Language Models that significantly improves upon its predecessor, DeepSeek-VL, through two key…