Prior works on Image-to-3D

MAR15(ICML) | 'Deep Unsupervised Learning using Nonequilibrium Thermodynamics' (Sohl-Dickstein et al.)
# Very First Diffusion Model ($\rarr$ Koo's log)

MAR20 | 'NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis' (Mildenhall et al.)
# NeRF ($\rarr$ Koo's log)

JUN20(NeurIPS) | 'Denoising Diffusion Probabilistic Models' (Ho et al.)
# DDPM ($\rarr$ Koo's log)

OCT20(ICLR) | 'Denoising Diffusion Implicit Models' (Song et al.)
# DDIM ($\rarr$ Koo's log)

NOV20(ICLR) | 'Score-Based Generative Modeling through Stochastic Differential Equations' (Song et al.)
# Score Function ($\rarr$ Koo's log)

JUN21(ICLR) | 'LoRA: Low-Rank Adaptation of Large Language Models' (Hu et al.)
# LoRA (by Microsoft) ($\rarr$ Koo's log)

NOV21(SIGGRAPH) | 'Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis' (Shen et al., NVIDIA)
# DMTet ($\rarr$ Koo's log)

FEB22(ECCV) | 'FILM: Frame Interpolation for Large Motion' (Reda et al.)
# FILM ($\rarr$ Koo's log)

AUG22 | 'An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion' (Gal et al.)
# Textual Inversion ($\rarr$ Koo's log)

AUG22(CVPR) | 'DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation' (Ruiz et al.)
# DreamBooth (for Imagen by Google) ($\rarr$ Koo's log)

NOV22(CVPR) | 'DynIBaR: Neural Dynamic Image-Based Rendering' (Li et al.)
# DynIBaR ($\rarr$ Koo's log)

FEB23(CVPR) | 'Structure and Content-Guided Video Synthesis with Diffusion Models' (Esser et al.)
# GEN-1 ($\rarr$ Koo's log)

FEB23 | 'Adding Conditional Control to Text-to-Image Diffusion Models' (Zhang et al.)
# ControlNet ($\rarr$ Koo's log)

FEB23(CVPR) | 'RealFusion: 360° Reconstruction of Any Object from a Single Image' (Melas-Kyriazi et al.)
# RealFusion ($\rarr$ Koo's log)

MAR23 | 'Zero-1-to-3: Zero-shot One Image to 3D Object' (Liu et al.)
# Zero-1-to-3 ($\rarr$ Koo's log)

MAR23 | 'Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior' (Tang et al.)
# Make-It-3D ($\rarr$ Koo's log)

JUN23 | 'Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation' (Yang et al.)
# Text-guided V2V ($\rarr$ Koo's log)

JUN23 | 'Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors' (Qian et al.)
# Magic123 ($\rarr$ Koo's log)