jiequancui

KnowledgeEditingPapers

Must-read Papers on Knowledge Editing for Large Language Models.

ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

react

Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"

logitnorm_ood

Official code for ICML 2022: Mitigating Neural Network Overconfidence with Logit Normalization

knn-ood

Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"

Awesome-Failure-Detection

A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

Awesome-Out-Of-Distribution-Detection

A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization

AlphaCLIP

[CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

long-form-factuality

Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

rome

Locating and editing factual associations in GPT (NeurIPS 2022)

selfcheckgpt

SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

prompt-in-context-learning

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

MGM

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

wise-ft

Robust fine-tuning of zero-shot models

open_clip

An open source implementation of CLIP.

2024-Arxiv-Paper-List-Gaussian-Splatting

2024 Gaussian Splatting Paper List(Arxiv)

DAC

[CVPR 2024] Official implementation of CVPR 2024 paper: "Doubly Abductive Counterfactual Inference for Text-based Image Editing"

Drag3D

DragGAN meets GET3D for interactive mesh generation and editing.

TripoSR

diff-gaussian-rasterization

dreamgaussian

[ICLR 2024 Oral] Generative Gaussian Splatting for Efficient 3D Content Creation

4d-gaussian-splatting

[ICLR 2024] Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting

mamba

Vim

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

LayerDiffuse

Transparent Image Layer Diffusion using Latent Transparency

MetaGPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming