Resources

Source code and useful links.

Source Code

• Submodular Reranking (ACCV 2014)
• Incremental Dictionary Learning (TPAMI 2013)
• Submodular Dictionary Learning (CVPR 2012)
• LC-KSVD (CVPR 2011)
• MMI (ICCV 2011)
• Shape-motion Action Descriptor (ICCV 2009)

Useful Links for LLM Hallucination Detection and Reasoning

• Awesome-Hallucination-Detection
• Awesome-MLLM-Hallucination
• Awesome-Efficient-Reasoning
• Awesome-Efficient-Reasoning-LLMs
• Awesome-Agentic-Reasoning

Useful Links for Sparse Representation

• OMP
• KSVD
• Efficient Sparse Coding algorithm
• Large scale L1 regularized least square
• Locality-constrained Linear Coding (LLC)
• SPAMS
• Compressive Sensing Tutorials

Useful Links for Submodular Optimization

• Submodularity Tutorial
• Submodularity Optimization Toolbox
• Machine Learning Group at Univ. of Washington
• Learning Group at ETH (Andreas Krause)
• Select Lab at CMU (Carlos Guestrin)

Other Links

• Video Lectures
• Computer Vision Central
• Matlab toolbox (Piotr Dollar)