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Implicit-Neural-Representation

INR study archiving

Novel View Synthesis

NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis | ECCV | 2020 | [paper] [code-tf] [code-torch]

Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields | ICCV | 2021 | [paper] | [code]

Fast Training (Generalizable NeRF)

pixelNeRF: Neural Radiance Fields from One or Few Images | CVPR | 2021 | [paper] | [code]

IBRNet: Learning Multi-View Image-Based Rendering | CVPR | 2021 | [paper] | [code]

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis | ICCV | 2021 | [paper] | [code]

RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs | CVPR | 2022 | [paper] | [code]

Point-NeRF: Point-based Neural Radiance Fields | CVPR | 2022 | [paper] | [code]

InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering | CVPR | 2022 | [paper] | [code]

Fast Inference

NeX: Real-time View Synthesis with Neural Basis Expansion | CVPR | 2021 | [paper] | [code]

Baking Neural Radiance Fields for Real-Time View Synthesis | ICCV | 2021 | [paper] | [code]

Decomposition & Editing

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis | NeurIPS | 2020 | [paper] | [code]

GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields | CVPR | 2021 | [paper] | [code]

Sharp rendering from blurry image

Deblur-NeRF: Neural Radiance Fields from Blurry Images | CVPR | 2022 | [Project] | [Paper] | [code]

Visual Representation

Super-Resolution

Video

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