Interesting links, 02/09/2024
Misc. interesting things.
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
deepinsight/insightface — State-of-the-art 2D and 3D Face Analysis Project
UPC-ViRVIG/pymotion — A Python library for working with motion data in numpy or PyTorch
Pose Representations for Deep Skeletal Animation, code
aahung/BeeVeeH — BeeVeeH - another BVH Player + some BVH APIs
mkkellogg/GaussianSplats3D — Three.js-based implementation of 3D Gaussian splatting
nerfstudio-project/gsplat — CUDA accelerated rasterization of gaussian splatting
ianyh/Amethyst — Automatic tiling window manager for macOS à la xmonad.
google/python-fire — Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
microsoft/graphrag — A modular graph-based Retrieval-Augmented Generation (RAG) system
UM-ARM-Lab/pytorch_kinematics — Robot kinematics implemented in pytorch
BUT-FIT/whisper-ATC-czech-full — fine-tuned openai/whisper-medium on Czech and English air traffic
Libriheavy: A 50,000 Hours ASR Corpus with Punctuation Casing and Context, code
guestdaniel/tdklatt — Implementation of the Klatt synthesizer in Python 3
1/ 🤖 Learned optimization offers huge potential to automate machine learning! So why doesn't it work well in RL (and how did we fix it)?!
— Alex Goldie (@AlexDGoldie) July 16, 2024
I'm excited to share OPEN, our @AutoRL_Workshop spotlight paper exploring this question! 🧵 pic.twitter.com/kKTUH5EbOa
Can Learned Optimization Make Reinforcement Learning Less Difficult?, code
[Vector Database] by Hand ✍️ Make Your Own 👉 https://t.co/hEF3ZBO3zO
— Tom Yeh (@ProfTomYeh) July 12, 2024
Previously I shared a Google Sheet to make custom AI by Hand ✍️ exercises for the Transformer. Thousands of people made copies of the spreadsheet. Thank you! 🙏
Encouraged, I am following up with a similar… pic.twitter.com/mTq4ihsNF1
Learning to (Learn at Test Time): RNNs with Expressive Hidden States, code, pytorch
Big, beautiful goals – but can’t be bothered? 11 great productivity tips for lazy people
Katie solved Linear Layer - Exercise 10 by Hand ✍️
— Tom Yeh (@ProfTomYeh) July 17, 2024
We are piloting a new series of short-videos to show high-school students how to do simple AI math by hand, opening up the black box!
We appreciate your feedback and suggestions!
This demo video was made by Katie Robertson.… pic.twitter.com/vgoNgotL6L
Mathstral: A 7B Parameter LLM for Math and Science
THE DARK KNIGHT was released 16 years ago today. Acclaimed as one of the great superhero movies and the film that cemented Christopher Nolan as the event moviemaker of his generation, the making of story will either die a hero or live long enough to become the villain…
— All The Right Movies (@ATRightMovies) July 18, 2024
1/46 pic.twitter.com/c2wmStsesk
Zielon/CPURasterizer — CPU Based Rasterizer Engine
MrNeRF/awesome-3D-gaussian-splatting
Zielon/ParallelQSlim — Shape Aware Parallel Mesh Simplification Algorithm
ingra14m/Deformable-3D-Gaussians — [CVPR 2024] Official implementation of “Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction”
threestudio-project/threestudio — A unified framework for 3D content generation.
openai/point-e — Point cloud diffusion for 3D model synthesis
openai/shap-e — Generate 3D objects conditioned on text or images
Ig Nobel prize winners including: Factors Involved in the Ejection of Milk
On the Continuity of Rotation Representations in Neural Networks
Moshi: a speech-text foundation model for real time dialogue, code, models
AudioSR: Versatile Audio Super-resolution at Scale, code
A Beginners Guide to Dual-Quaternions
RWKV/rwkv.cpp — INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model
monatis/clip.cpp — CLIP inference in plain C/C++ with no extra dependencies
skeskinen/bert.cpp — ggml implementation of BERT
hpcaitech/Open-Sora — Democratizing Efficient Video Production for All
Phonetic potential in the extant apes and extinct hominins
hustvl/Vim — Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model