MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval
Paper
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2412.14475
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Published
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55
Data and other things
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How to Synthesize Text Data without Model Collapse?
Paper • 2412.14689 • Published • 51 -
Token-Budget-Aware LLM Reasoning
Paper • 2412.18547 • Published • 46 -
WavePulse: Real-time Content Analytics of Radio Livestreams
Paper • 2412.17998 • Published • 10 -
Bridging the Data Provenance Gap Across Text, Speech and Video
Paper • 2412.17847 • Published • 9 -
No More Adam: Learning Rate Scaling at Initialization is All You Need
Paper • 2412.11768 • Published • 41 -
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
Paper • 2501.00958 • Published • 100 -
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics
Paper • 2501.04686 • Published • 50 -
MLLM-as-a-Judge for Image Safety without Human Labeling
Paper • 2501.00192 • Published • 27 -
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
Paper • 2501.09751 • Published • 47 -
WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training
Paper • 2501.18511 • Published • 19 -
LIMO: Less is More for Reasoning
Paper • 2502.03387 • Published • 58 -
Scaling Pre-training to One Hundred Billion Data for Vision Language Models
Paper • 2502.07617 • Published • 29 -
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
Paper • 2502.05003 • Published • 43 -
TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation
Paper • 2502.07870 • Published • 43 -
Jailbreaking to Jailbreak
Paper • 2502.09638 • Published • 4 -
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
Paper • 2502.14846 • Published • 13 -
Referring to Any Person
Paper • 2503.08507 • Published • 5 -
"Principal Components" Enable A New Language of Images
Paper • 2503.08685 • Published • 10 -
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Paper • 2503.08638 • Published • 56 -
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
Paper • 2503.07920 • Published • 89