Maitreya Patel's starred repositories
CLIP_prefix_caption
Simple image captioning model
CrossAttentionControl
Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion
LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
Attend-and-Excite
Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)
harmonic-oscillator-pinn
Code accompanying my blog post: So, what is a physics-informed neural network?
Ladder-Side-Tuning
PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"
layout-guidance
[WACV 2024] Training-Free Layout Control with Cross-Attention Guidance
embodied-clip
Official codebase for EmbCLIP
counterfactual_generative_networks
[ICLR'21] Counterfactual Generative Networks
MONet-pytorch
Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"
dataset_difficulty
"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
evaluations
[AAAI 2024] ConceptBed Evaluations for Personalized Text-to-Image Diffusion Models
argparseweb
web.py based tool to automatically convert argparse-like command line interfaces to simple web interfaces
reliability-checklist
NLP tool for wide-range model reliability evaluations
gpt3_data_generation
Testing how well GPT3 can generate data