Blog posts

2022 - June

Human Object Interaction

2 minute read

Published: June 18, 2022

2021 - September

Learning-Based Image Synthesis

3 minute read

Published: September 24, 2021

Advances in Neural Rendering

4 minute read

Published: September 22, 2021

Self Attention for Computer Vision

2 minute read

Published: September 21, 2021

DisUnknown Distilling Unknown Factors for Disentanglement Learning

less than 1 minute read

Published: September 18, 2021

DisUnknown Distilling Unknown Factors for Disentanglement Learning

less than 1 minute read

Published: September 16, 2021

StyleFlow Attribute conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows

less than 1 minute read

Published: September 15, 2021

2021 - April

Unconstained Scene Generation with Locally Conditioned Radiance Fields

less than 1 minute read

Published: April 14, 2021

One Ring to Rule Them All a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet

less than 1 minute read

Published: April 14, 2021

Neural Articulated Radiance Field

less than 1 minute read

Published: April 14, 2021

Multi-View Multi-Person 3D Pose Estimation with Place Sweep Stereo

less than 1 minute read

Published: April 14, 2021

MirrorNeRF One-shot Neural Portrait Radiance Field from Multi-mirror Catadioptric Imaging

less than 1 minute read

Published: April 14, 2021

Learning Neural Representation of Camera Pose with Matrix Representation f Pose Shift via View Synthesis

less than 1 minute read

Published: April 14, 2021

Putting NeRF on a Diet Semantically Consistent Few-Shot View Synthesis

less than 1 minute read

Published: April 14, 2021

CAMPARI Camera-Aware Decomposed Generative Neural Radiance Fields

less than 1 minute read

Published: April 08, 2021

NeMI Unifying Neural Radiance fieldswith Multiplane Images for Novel View Synthesis

less than 1 minute read

Published: April 07, 2021

MVSNeRF Fast Generatizable Radiance Field Reconstruction from Multi-View Stereo

less than 1 minute read

Published: April 07, 2021

GNeRF Gan-based Neural Radiance Field without Posed Camera

less than 1 minute read

Published: April 07, 2021

Baking Neural Radiance Fields for Real-time View Synthesis

less than 1 minute read

Published: April 07, 2021

PlenOctrees for Real-time Rendering of Neural Raidance Fields

less than 1 minute read

Published: April 06, 2021

KiloNeRF Speeding up Neural Radiance Field with Thousands of Tiny MLPs

less than 1 minute read

Published: April 06, 2021

Multi-view 3D Reconstruction with Transformer

less than 1 minute read

Published: April 02, 2021

Mip-NeRF A Multiscale Representation for Anti-Aliasing Neural Radiance Fields

less than 1 minute read

Published: April 02, 2021

AdaFuse Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild

less than 1 minute read

Published: April 01, 2021

3D Human Pose Estimation with Spatial and Temporal Transformers

less than 1 minute read

Published: April 01, 2021

2021 - March

iMAP Implicit Mapping and Positioning in Real-Time

less than 1 minute read

Published: March 25, 2021

Ad-NeRF Audio Driven Neural Radiance Fields for Talking Head Synthesis

less than 1 minute read

Published: March 24, 2021

FastNeRF High-Fidelity Neural Network Rendering at 200FPS

less than 1 minute read

Published: March 19, 2021

Mixture of Volumetric Primitives for Efficient Neural Rendering

less than 1 minute read

Published: March 12, 2021

NeX Real-time View Synthesis with Neural Basis Expansion

less than 1 minute read

Published: March 11, 2021

Neural 3D Video Synthesis

less than 1 minute read

Published: March 11, 2021

NeuTex Neural Texture Mapping for Volumetric Vural Rendering

less than 1 minute read

Published: March 10, 2021

DONeRF Towards Real-Time Rendering of Neural Raidance Fidles using Depth Oracle Nerworks

less than 1 minute read

Published: March 10, 2021

2021 - February

IBRNet Learning Multi-View Image-Based Rendering

less than 1 minute read

Published: February 26, 2021

Unsupervised R&R Unsupervised Point Cloud REgistration via Differentiable Rendering

less than 1 minute read

Published: February 26, 2021

Style and Pose Control for Image Synthesis of Humans from a Single Monocular View

less than 1 minute read

Published: February 26, 2021

Sandwich Batch Normalization

less than 1 minute read

Published: February 26, 2021

Dynamic Neural Garments

less than 1 minute read

Published: February 26, 2021

VoxelPose Towards Multi-Camera 3D Human Pose Estimation in Wild Environment

less than 1 minute read

Published: February 25, 2021

Total3DUnderstanding Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes form a single Image

less than 1 minute read

Published: February 25, 2021

3D Pictorial Structures for Multiple Human Pose Estimation

less than 1 minute read

Published: February 25, 2021

Rethinking Content and Style Exploring Bias for Unsupervised Disentanglement

less than 1 minute read

Published: February 24, 2021

NeRF– Neural Radiance Fields without Known Camera Parameters

less than 1 minute read

Published: February 20, 2021

Neural Geometric Level of Detail Real-time Rendering with Implicit 3D Shapes

less than 1 minute read

Published: February 19, 2021

ANeRF Surface-free Human 3D Pose Refinement via Neural Rendering

less than 1 minute read

Published: February 19, 2021

Shelf-Supervised Mesh Prediction in the Wild

less than 1 minute read

Published: February 18, 2021

Reconstructing 3D Human Pose from 2D Image Landmarks

less than 1 minute read

Published: February 18, 2021

Unsupervised Novel View Synthesis from a Single Image

less than 1 minute read

Published: February 18, 2021

Worldsheet Wrapping the World in a 3D Sheet for View Synthesis from a Single Image

less than 1 minute read

Published: February 03, 2021

Vid2Actor Free-viewpoint Animatable Person Synthesis from Video in the Wild

less than 1 minute read

Published: February 03, 2021

STaR Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering

less than 1 minute read

Published: February 03, 2021

Portrait Neural Radiance Fields from a Single Image

less than 1 minute read

Published: February 03, 2021

Pixel-aligned Volumetric Avatars

less than 1 minute read

Published: February 03, 2021

Object-Centric Neural Scene Rendering

less than 1 minute read

Published: February 03, 2021

Neural Radiance Flow for 4D View Synthesis and Video Processing

less than 1 minute read

Published: February 02, 2021

Learning Continuous Image Representation with Local Implicit Image Function

less than 1 minute read

Published: February 02, 2021

Infinite Nature Perpetual View Generation of Natural Scenes from a Single Image

less than 1 minute read

Published: February 02, 2021

Revisiting Locally Supervised Learning an Alternative to End-to-end Training

less than 1 minute read

Published: February 02, 2021

Neural Body Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans

less than 1 minute read

Published: February 01, 2021

iNeRF Inverting Neural Radiance Fields for Pose Estimation

less than 1 minute read

Published: February 01, 2021

Exemplar Fine-Tuning for 3D Human Moel Fitting Towards In-the-wild 3D Human Ppose Estimation

less than 1 minute read

Published: February 01, 2021

D2IM-Net Learning Detail Disentangled Implicit Fields from Single Images

less than 1 minute read

Published: February 01, 2021

2021 - January

Novel View Synthesis via Depth-guided Skip Connections

less than 1 minute read

Published: January 26, 2021

DeFlow Learning Complex Image Degradations from Unpaired Data with Conditional Flows

less than 1 minute read

Published: January 26, 2021

Learning Compositional Radiance Fields of Dynamic Human Heads

less than 1 minute read

Published: January 26, 2021

2020 - December

Positional Encoding as Spatial Inductive Bias in GANs

less than 1 minute read

Published: December 17, 2020

Learning Gradient Fields for Shape Generation

less than 1 minute read

Published: December 17, 2020

Image Generators with Conditionally-Independent Pixel Synthesis

less than 1 minute read

Published: December 17, 2020

DI-Fusion Online Implicit 3D Reconstruction with Deep Priors

less than 1 minute read

Published: December 17, 2020

NeRV Neural Reflectance and Visibility Fields for Relighting and View Synthesis

less than 1 minute read

Published: December 11, 2020

NeRD Neural Reflectance Decomposition from Image Collections

less than 1 minute read

Published: December 11, 2020

i3DMM Deep Implicit 3D Morphable Model of Human Heads

less than 1 minute read

Published: December 11, 2020

Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction

less than 1 minute read

Published: December 11, 2020

Space-time Neural Irradiance Fields for Free-Viewpoint Video

less than 1 minute read

Published: December 07, 2020

pixelNeRF Neural Radiance Fields from One or Few Images

less than 1 minute read

Published: December 07, 2020

pi-GAN Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis

less than 1 minute read

Published: December 07, 2020

AutoInt Automatic Integration for Fast Neural Volume Rendering

less than 1 minute read

Published: December 07, 2020

Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes

less than 1 minute read

Published: December 03, 2020

Neural-Pull Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces

less than 1 minute read

Published: December 03, 2020

D-NeRF Neural Radiance Fields for Dynamic Scenes

less than 1 minute read

Published: December 03, 2020

Deformed Implicit Field Modeling 3D Shapes with Learned Dense Correspondence

less than 1 minute read

Published: December 03, 2020

Adversarial Generation of Continuous Images

less than 1 minute read

Published: December 03, 2020

2020 - November

Occupancy Flow 4D Reconstruction by Learning Particle Dynamics

less than 1 minute read

Published: November 30, 2020

Intrinsic Autoencoders for Joint Deferred Neural Rendering and Intrinsic Image Decomposition

less than 1 minute read

Published: November 30, 2020

GIRAFFE Representing Scenes as Compositional Generative Neural Feature Fields

less than 1 minute read

Published: November 30, 2020

Deformable Neural Radiance Fields

less than 1 minute read

Published: November 30, 2020

DeRF Decomposed Radiance Fields

less than 1 minute read

Published: November 30, 2020

Attacking Optical Flow

less than 1 minute read

Published: November 30, 2020

SDFDiff Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization

less than 1 minute read

Published: November 24, 2020

Neural Scene Graphs for Dynamic Scenes

less than 1 minute read

Published: November 24, 2020

Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance

less than 1 minute read

Published: November 24, 2020

DRWR A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images

less than 1 minute read

Published: November 24, 2020

DIST Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing

less than 1 minute read

Published: November 24, 2020

Aleatoric and Epistemic Uncertainty in Machine Learning An Introduction to Concepts and Methods

less than 1 minute read

Published: November 20, 2020

Stable View Synthesis

less than 1 minute read

Published: November 20, 2020

Stylized Neural Painting

less than 1 minute read

Published: November 20, 2020

Cycle-Consistent Generative Rendering for 2D-3D Modality Translation

less than 1 minute read

Published: November 20, 2020