几篇论文实现代码：
《Multiview Scene Graph》(NeurIPS 2024) GitHub: github.com/ai4ce/MSG [fig3]
《BELM: High-quality Exact Inversion sampler of Diffusion Models》(NeurIPS 2024) GitHub: github.com/zituitui/BELM [fig4]
《Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices》(NeurIPS 2024) GitHub: github.com/AndPotap/einsum-search [fig6]
《Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification》(NeurIPS 2024) GitHub: github.com/LUOyk1999/tunedGNN
《OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models》(2024) GitHub: github.com/OpenCoder-llm/OpenCoder-llm [fig1]
《SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation》(2024) GitHub: github.com/Kmcode1/SG-I2V
《Model Merging with SVD to Tie the KnOTS》(2024) GitHub: github.com/gstoica27/KnOTS [fig2]
《Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension》(2024) GitHub: github.com/Iolo-Jones/ManifoldDiffusionGeometry
《LLM2CLIP: Powerful Language Model Unlock Richer Visual Representation》(2024) GitHub: github.com/microsoft/LLM2CLIP
《VoiceBench: Benchmarking LLM-Based Voice Assistants》(2024) GitHub: github.com/MatthewCYM/VoiceBench
《LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch》(2024) GitHub: github.com/caigaojiang/LLMOPT [fig5]
《LIBMoE: A Library for comprehensive benchmarking Mixture of Experts in Large Language Models》(2024) GitHub: github.com/Fsoft-AIC/LibMoE
《Differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics》(2024) GitHub: github.com/jaxleyverse/jaxley
《BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training》(2024) GitHub: github.com/pchizhov/picky_bpe
《A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks》(2024) GitHub: github.com/ml-jku/LRAM [fig7]
《Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion》(2024) GitHub: github.com/oooolga/Ctrl-V [fig8]
《Multiview Scene Graph》(NeurIPS 2024) GitHub: github.com/ai4ce/MSG [fig3]
《BELM: High-quality Exact Inversion sampler of Diffusion Models》(NeurIPS 2024) GitHub: github.com/zituitui/BELM [fig4]
《Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices》(NeurIPS 2024) GitHub: github.com/AndPotap/einsum-search [fig6]
《Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification》(NeurIPS 2024) GitHub: github.com/LUOyk1999/tunedGNN
《OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models》(2024) GitHub: github.com/OpenCoder-llm/OpenCoder-llm [fig1]
《SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation》(2024) GitHub: github.com/Kmcode1/SG-I2V
《Model Merging with SVD to Tie the KnOTS》(2024) GitHub: github.com/gstoica27/KnOTS [fig2]
《Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension》(2024) GitHub: github.com/Iolo-Jones/ManifoldDiffusionGeometry
《LLM2CLIP: Powerful Language Model Unlock Richer Visual Representation》(2024) GitHub: github.com/microsoft/LLM2CLIP
《VoiceBench: Benchmarking LLM-Based Voice Assistants》(2024) GitHub: github.com/MatthewCYM/VoiceBench
《LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch》(2024) GitHub: github.com/caigaojiang/LLMOPT [fig5]
《LIBMoE: A Library for comprehensive benchmarking Mixture of Experts in Large Language Models》(2024) GitHub: github.com/Fsoft-AIC/LibMoE
《Differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics》(2024) GitHub: github.com/jaxleyverse/jaxley
《BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training》(2024) GitHub: github.com/pchizhov/picky_bpe
《A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks》(2024) GitHub: github.com/ml-jku/LRAM [fig7]
《Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion》(2024) GitHub: github.com/oooolga/Ctrl-V [fig8]
