Phillip Isola's starred repositories

stylegan3

Official PyTorch implementation of StyleGAN3

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vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

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Awesome-Implicit-NeRF-Robotics

A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites

lovely-tensors

Tensors, for human consumption

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pix2pix-zero

Zero-shot Image-to-Image Translation [SIGGRAPH 2023]

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PufferLib

Simplifying reinforcement learning for complex game environments

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Lux-Design-S2

Repository for the Lux AI Challenge, season 2 (NeurIPS 23). Hosted on @kaggle

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dreamsim

DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data (NeurIPS 2023 Spotlight)

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informative-drawings

Unpaired line drawing generation

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blackbox-backprop

Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"

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syn-rep-learn

Learning from synthetic data - code and models

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visual_prompting

Exploring Visual Prompts for Adapting Large-Scale Models

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LaCLIP

[NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"

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f3rm

F3RM: Feature Fields for Robotic Manipulation. Official repo for the paper "Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation" (CoRL 2023).

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denoised_mdp

Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"

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painterJava

Painterly Rendering from SIGGRAPH 98 paper (Java version)

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powderworld

Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions

marl-ae-comm

PyTorch implementation for all models and environments in the paper "Learning to Ground Multi-Agent Communication with Autoencoders"

quasimetric-rl

Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023

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torch-quasimetric

PyTorch Package For Quasimetric Learning

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poisson_quasimetric_embedding

Open source code for paper "On the Learning and Learnability of Quasimetrics".

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multiearth-challenge

Repository for the MultiEarth 2023 public challenge.

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