neurips-2024 开源项目推荐（75 个）

VITA-Group /LightGaussian

[NeurIPS 2024 聚焦]“光高斯：无界3D高斯压缩，15倍缩减和200+ FPS”，范志文、王凯文、温凯伦、朱泽豪、徐德佳、王章阳

zju-pi /diff-sampler

一个用于快速采样扩散模型的开源工具箱。我们成果的官方实现发表在ICML、NeurIPS、CVPR、统计机械杂志等。

bagh2178 /SG-Nav

[NeurIPS 2024] SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation

donydchen /mvsplat360

🎞️ [NeurIPS'24] MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views

AIRI-Institute /HairFastGAN

[NeurIPS 2024] The official implementation of HairFastGAN. A framework for virtual hairstyle fitting.

juno181 /Ex4DGS

Official code of "Fully Explicit Dynamic Gaussian Splatting (NeurIPS 2024)"

black-yt /WeatherGFT

[NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling

keshik6 /HourVideo

[NeurIPS 2024] Official code for HourVideo: 1-Hour Video Language Understanding

zituitui /BELM

[NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".

ai4ce /MSG

[NeurIPS2024] Multiview Scene Graph (topologically representing a scene from unposed images by interconnected place and object nodes)

Ascend-Research /Turtle

[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.

azminewasi /Awesome-Graph-Research-NeurIPS2024

All graph/GNN papers accepted at NeurIPS 2024.

zhaochen0110 /conflictbank

Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and Benchmarks)

360CVGroup /HiCo_T2I

Layout Conditioned Image Generation, NeurIPS2024

heyongxin233 /DeTeCtive

[NeurIPS 2024] DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning

waltonfuture /Diff-eRank

[NeurIPS 2024] A Novel Rank-Based Metric for Evaluating Large Language Models

rstanjieyi /GeoAI-in-NeurIPS-2024

A collection of papers related to Geo-spatial Information Science in NeurIPS 2024.

SALT-NLP /PrivacyLens

A data construction and evaluation framework to quantify privacy norm awareness of language models (LMs) and emerging privacy risk of LM agents. (NeurIPS 2024 D&B)

RaptorMai /MLLM-CompBench

[NeurIPS'25] MLLM-CompBench evaluates the comparative reasoning of MLLMs with 40K image pairs and questions across 8 dimensions of relative comparison: visual attribute, existence, state, emotion, temporality, spatiality, quantity, and quality. CompBench covers diverse visual domains, including animals, fashion, sports, and scenes

FarnoushRJ /MambaLRP

[NeurIPS 2024] 论文《MambaLRP：解释选择性状态空间序列模型》的官方实现