Popular GitHub Repositories for Neurips 2023

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"

[NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling better-reasoned decision-making for daily task planning problems.

Official Repository of NeurIPS 2023 - MedFM Challenge

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding. NeurIPS 2023.

This repository is the code of our paper "DiffUTE: Universal Text Editing Diffusion Model" (NeurIPS'2023).

NVFi in PyTorch (NeurIPS 2023)

[NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification

[NeurIPS2023] PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas(or 360-degree image)

Repo for our NeurIPS 2023 paper on: Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback

[NeurIPS 2023 Spotlight] In-Context Impersonation Reveals Large Language Models' Strengths and Biases

[NeurIPS 2023 Spotlight] The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning

Code for the paper "Multi-scale Diffusion Denoised Smoothing" (NeurIPS 2023)

[NeurIPS 2023] Learning Energy-Based Prior Model with Diffusion-Amortized MCMC

[NeurIPS 2023] Official code release accompanying the paper "NetHack is Hard to Hack" (Piterbarg, Pinto, Fergus)

Official implementation for "Tailoring Self-Attention for Graph via Rooted Subtrees" (NeurIPS2023)

Code for NeurIPS 2023 Paper (Imitation Learning from Imperfection: Theoretical Justifications and Algorithms)

Code repo for the paper "AutoGO: Automated Computation Graph Optimization for Neural Network Evolution", accepted to NeurIPS 2023.

Code for paper "Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement?", Neurips 2023