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DeepSeek-OCR 2: Visual Causal Flow

Intermediate

Haoran Wei, Yaofeng Sun et al.Jan 28arXiv

DeepSeek-OCR 2 teaches a computer to “read” pictures of documents in a smarter order, more like how people read.

#DeepSeek-OCR 2#DeepEncoder V2#visual tokens

Toward Stable Semi-Supervised Remote Sensing Segmentation via Co-Guidance and Co-Fusion

Intermediate

Yi Zhou, Xuechao Zou et al.Dec 28arXiv

Co2S is a new way to train segmentation models with very few labels by letting two different students (CLIP and DINOv3) learn together and correct each other.

#semi-supervised segmentation#remote sensing#pseudo-label drift

JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation

Intermediate

Kai Liu, Jungang Li et al.Dec 28arXiv

JavisGPT is a single AI that can both understand sounding videos (audio + video together) and also create new ones that stay in sync.

#multimodal large language model#audio-video synchronization#SyncFusion

Papers3

DeepSeek-OCR 2: Visual Causal Flow

Toward Stable Semi-Supervised Remote Sensing Segmentation via Co-Guidance and Co-Fusion

JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation