Machine Learning Credits
Hotpot builds on and is informed by many amazing machine learning researchers, papers, and projects:
- The amazingly talented Katherine Crowson
- High-Resolution Image Synthesis with Latent Diffusion Models
- Attention Is All You Need
- Zero-Shot Text-to-Image Generation
- Learning Transferable Visual Models From Natural Language Supervision
- Palette: Image-to-Image Diffusion Models
- Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
- Stability.ai
- VQGAN+CLIP
- Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models
- Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation
- Anime Style Space Exploration Using Metric Learning and Generative Adversarial Networks
- Transfer Learning for Illustration Classification
- Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network
- Fast Interactive Object Annotation with Curve-GCN
- Semantic Human Matting
- Information-Flow Matting
- Deep Image Matting
- ERSGAN
- StarGAN
- DisenBooth: Identity Preserving Disentangled Tuning For Subject Driven Text To Image Generation
- DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation
- A Generalist FaceX via Learning Unified Facial Representation
- MonoFormer: One Transformer for Both Diffusion and Autoregression
- Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
- Gemma 2: Improving Open Language Models at a Practical Sizes
- Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
- LoRA: Low-Rank Adaptation of Large Language Models
- DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
- An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
- StackBlur
- AvatarMe: Realistically Renderable 3D Facial Reconstruction in-the-wild
- SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color
- Generative Image Modeling using Style and Structure Adversarial Networks
- Towards Real-World Blind Face Restoration with Generative Facial Prior
- City-GAN: Learning architectural styles using a custom Conditional GAN architecture
- Semantic Image Synthesis with Spatially-Adaptive Normalization
- Computer Vision group
- Semantic Image Inpainting With Deep Generative Models and image restoration with GANS
- LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions
- KoDALLE
- bmtm
- Benjamin Trom
- Jack Qiao
- Dall-E Mini
- Neural Style
- Face API
- Image Style Transfer Using Convolutional Neural Networks
- TraVeLGAN: Image-to-image Translation by Transformation Vector Learning
- Style-Transfer via Texture-Synthesis
- Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization
- Bringing Old Photos Back to Life
- Old Photo Restoration via Deep Latent Space Translation
- DeOldify
- ImagineNet: Restyling Apps Using Neural Style Transfer
- Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks
- Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations
- Semi-Supervised Semantic Segmentation with High- and Low-level Consistency
- Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network