A microframework on top of PyTorch with first-class citizen APIs for foundation model adaptation

An order-agnostic distribution estimating Transformer.

A look-ahead multi-entity Transformer for modeling coordinated agents.

MIDI apps for Mac OS X: MIDI Monitor and SysEx Librarian.

Code and Data for GlitchBench

Sample code for deep learning & neural networks

Awesome-LLM: a curated list of Large Language Model

[NAACL 2024] Part-based, explainable and editable fine-grained image classifier that allows users to define a species in text

Official code and data for NeurIPS 2023 paper "ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification"

BigGAN-AM improves the sample diversity of BigGAN and synthesizes Places365 images.

Official code for NeurIPS 2022 paper https://arxiv.org/abs/2208.00780 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy

EACL 2023

[ACCV 2022] Inverting Adversarially Robust Networks for Image Synthesis

Code for [ Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models? ] AACL 2022 https://arxiv.org/abs/2110.11929

BigGAN-AM improves the sample diversity of BigGAN and synthesizes Places365 images.

Data for the NeurIPS 2021 paper [The effectiveness of feature attribution methods and its correlation with automatic evaluation scores] https://arxiv.org/abs/2105.14944

A simple GUI tool for generating adversarial poses of objects.

Code for CVPR 2022 https://arxiv.org/abs/2112.04016 DeepFace-EMD Re-ranking Using Patch-wise Earth Movers Distance Improves Out-Of-Distribution Face Identification

Code for [The shape and simplicity biases of adversarially robust ImageNet-trained CNNs] https://arxiv.org/abs/2006.09373

Repository for "Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search"

Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

A multi-entity Transformer for multi-agent spatiotemporal modeling.

State-of-the-art 2D and 3D Face Analysis Project