liusok

Enjoy-Hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

INSPECT_public

INSPECT dataset/benchmark paper, accepted by NeurIPS 2023

ReconcilingEmergences

Measures of causal emergence from multivariate time series data.

Academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

COBRA

The official repository for "Quantifying Impairment and Disease Severity Using AI Models Trained on Healthy Subjects"

mmc4

MultimodalC4 is a multimodal extension of c4 that interleaves millions of images with text.

MetaBox

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)

Kernel-InfoNCE

Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)

contrastive-phase-transitions

Studying Phase Transitions in Contrastive Learning with Physics-Inspired Datasets

aot-benchmark

An efficient modular implementation of Associating Objects with Transformers for Video Object Segmentation in PyTorch

Segment-and-Track-Anything

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

fromthetensor

From the Tensor to Stable Diffusion, a rough outline for a 9 week course.

lightly

A python library for self-supervised learning on images.

awesome-digital-human

A collection of resources on digital human including clothed people digitalization, virtual try-on, and other related directions.

meet-libai

​ 李白 :bust_in_silhouette: 作为唐代杰出诗人，其诗歌作品在**文学史上具有重要地位。近年来，随着数字技术和人工智能的快速发展，传统文化普及推广的形式也面临着创新与变革。国内外对于李白诗歌的研究虽已相当深入，但在数字化、智能化普及方面仍存在不足。因此，本项目旨在通过构建李白知识图谱，结合大模型训练出专业的AI智能体，以生成式对话应用的形式，推动李白文化的普及与推广。

subtitler

Free on-device web app for audio transcribing and rendering subtitles

DictionaryByGPT4

一本 GPT4 生成的单词书📚，超过 8000 个单词分析，涵盖了词义、例句、词根词缀、变形、文化背景、记忆技巧和小故事

ImageToolbox

🖼️ Image Toolbox is an powerful picture editor, which can crop, apply filters, add some drawing, erase background, edit EXIF or even create PDF file

freesurfer

Neuroimaging analysis and visualization suite

neurosynth

Neurosynth core tools

H2MN

H2MN: Graph Similarity Learning with Hierarchical Hypergraph Matching Networks (KDD-2021)

translation-agent

infotopopy

computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks

ITdiffusion

Information-Theoretic Diffusion: A brand new diffusion model / density estimator based on information theory.

statsthinking21-python

Python companion for Statistical Thinking in the 21st Century

Neuron2Graph

Tools for exploring Transformer neuron behaviour, including input pruning and diversification.

cl_sster

Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals

the-book-of-secret-knowledge

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

Scrapegraph-ai

Python scraper based on AI

LaBraM

ICLR 2024 spotlight