🏢 University of Waterloo
ACECODER: Acing Coder RL via Automated Test-Case Synthesis
·3269 words·16 mins·
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AI Generated
🤗 Daily Papers
Machine Learning
Reinforcement Learning
🏢 University of Waterloo
AceCoder uses automated test-case synthesis to create a large-scale dataset for training reward models, enabling effective reinforcement learning to significantly boost code generation model performan…
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation
·3029 words·15 mins·
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AI Generated
🤗 Daily Papers
Computer Vision
Video Understanding
🏢 University of Waterloo
VISTA synthesizes long-duration, high-resolution video instruction data, creating VISTA-400K and HRVideoBench to significantly boost video LMM performance.
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
·3438 words·17 mins·
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AI Generated
🤗 Daily Papers
Computer Vision
Image Generation
🏢 University of Waterloo
OmniEdit, a novel instruction-based image editing model, surpasses existing methods by leveraging specialist supervision and high-quality data, achieving superior performance across diverse editing ta…