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Collections including paper arxiv:2208.01626

Papers - Image - Editing

StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control

Paper • 2403.09055 • Published Mar 14, 2024 • 25
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Paper • 2112.10741 • Published Dec 20, 2021 • 3
Lightweight Image Inpainting by Stripe Window Transformer with Joint Attention to CNN

Paper • 2301.00553 • Published Jan 2, 2023 • 2
ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion

Paper • 2403.18818 • Published Mar 27, 2024 • 26

Papers - Observability and Interpretability

JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention

Paper • 2310.00535 • Published Oct 1, 2023 • 2
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small

Paper • 2211.00593 • Published Nov 1, 2022 • 2
Rethinking Interpretability in the Era of Large Language Models

Paper • 2402.01761 • Published Jan 30, 2024 • 23
Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla

Paper • 2307.09458 • Published Jul 18, 2023 • 11

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation

Paper • 2403.06775 • Published Mar 11, 2024 • 4
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Paper • 2010.11929 • Published Oct 22, 2020 • 7
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition

Paper • 2110.07040 • Published Oct 13, 2021 • 2
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

Paper • 1811.00056 • Published Oct 31, 2018 • 2

Papers - Training Research

Measuring the Effects of Data Parallelism on Neural Network Training

Paper • 1811.03600 • Published Nov 8, 2018 • 2
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost

Paper • 1804.04235 • Published Apr 11, 2018 • 2
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Paper • 1905.11946 • Published May 28, 2019 • 3
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7, 2024 • 62

Interpretability

Select papers on language model interpretability with notes

Analyzing Transformers in Embedding Space

Paper • 2209.02535 • Published Sep 6, 2022 • 3
Locating and Editing Factual Associations in GPT

Paper • 2202.05262 • Published Feb 10, 2022 • 1
A Multiscale Visualization of Attention in the Transformer Model

Paper • 1906.05714 • Published Jun 12, 2019 • 2
BERT Rediscovers the Classical NLP Pipeline

Paper • 1905.05950 • Published May 15, 2019 • 2

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