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Paper Review

AI, Machine Learning, Deep Learning 의 논문들을 리뷰합니다.
다음은 리뷰한 논문 목록입니다.
논문 리스트
논문
분야
리뷰 날짜
DeepGestalt
Open
Image classification
2020/07/27
U-Net
Open
Network Architecture
2020/08/17
ResNet
Open
Network Architecture
2020/08/31
GAN
Open
Generative Model
2020/09/13
Pix2Pix
Open
Image to Image Translation
2020/09/29
CycleGAN
Open
Image to Image Translation
2020/11/05
Gradient Descent Algorithms
Open
Algorithms
2021/01/16
StackGAN
Open
Text to Image Generation
2021/02/20
VAE
Open
Generative Model
2021/03/07
YOLO
Open
Object Detection
2021/03/20
Matrix Factorization
Open
Recommendation System
2021/04/01
Seq2Seq
Open
Machine Translation
2021/04/20
Transferability
Open
Learning Techniques
2021/05/02
DeepPose
Open
Human Pose Estimation
2021/05/16
VGGNet
Open
Network Architecture
2021/05/30
GoogLeNet
Open
Network Architecture
2021/07/19
EfficientNet
Open
Scaling Up Methodology
2021/08/01
MobileNet
Open
Network Architecture
2021/08/16
SRGAN
Open
Super Resolution
2022/03/20
Computer Vision 분야 (2D & 3D) 의 논문들을 리뷰합니다.
다음은 리뷰한 논문 목록입니다.
논문 리스트
논문
분야
리뷰 날짜
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Open
View Synthesis
2022/02/06
Text to Mesh Without 3D Supervision Using Limit Subdivision
Open
Mesh Stylization
2022/05/09
Point Cloud Upsampling via Disentangled Refinement
Open
Point Cloud Upsampling
2022/05/13
Text2Mesh: Text-Driven Neural Stylization for Meshes
Open
Mesh Stylization
2022/05/16
Domain Adaptation on Point Clouds via Geometry-Aware Implicits
Open
Point Cloud Domain Adaptation
2022/06/15
Zero-Shot Text-Guided Object Generation with Dream Fields
Open
View Synthesis
2022/07/13
Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations
Open
3D Model Representation
2022/08/04
Blended Diffusion for Text-driven Editing of Natural Images
Open
Text-based Image Editing
2022/08/18
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction
Open
3D Shape Generation
2022/09/01
Surface Representation for Point Clouds
Open
3D Model Representation
2022/09/17
Splicing ViT Features for Semantic Appearance Transfer
Open
Neural Style Transfer
2022/09/30
Disentangling visual and written concepts in CLIP
Open
Disentanglement
2022/11/27
ARF: Artistic Radiance Fields
Open
Neural Style Transfer
View Synthesis
2022/12/13
DCT-Net: Domain-Calibrated Translation for Portrait Stylization
Open
Full Body Portrait Stylization
2023/02/20
High-Resolution Image Synthesis with Latent Diffusion Models
Open
Diffusion
2023/03/07
DreamFusion: Text-to-3D Using 2D Diffusion
Open
Diffusion
View Synthesis
2023/04/02
HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion
Open
Diffusion
3D Shape Generation
4D Shape Generation
2023/04/15
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
Open
Diffusion
Video Generation
2023/04/25
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
Open
Diffusion
Text-to-3D
2023/06/04
EgoHMR: Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views
Open
Diffusion
SMPL
2023/07/02
관심 분야 논문들을 스키밍합니다.
다음은 스키밍한 논문 목록입니다.
논문 리스트
이름
태그
스키밍 날짜
Efficient Geometry-aware 3D Generative Adversarial Networks
Open
3D
GAN
2023/03/27
Zero-1-to-3: Zero-shot One Image to 3D Object
Open
3D
Diffusion
2023/03/27
Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior
Open
3D
Diffusion
2023/03/28
Instruct 3D-to-3D:Text Instruction Guided 3D-to-3D conversion
Open
3D
Diffusion
NeRF
2023/03/29
Let 2D Diffusion Model Know 3D-Consistencyfor Robust Text-to-3D Generation
Open
3D
Diffusion
2023/03/30
MonoAvatar: Learning Personalized High Quality Volumetric Head Avatars from Monocular RGB Videos
Open
3D
2023/04/05
Reference-guided Controllable Inpainting of Neural Radiance Fields
Open
Diffusion
NeRF
2023/04/21
Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond
Open
Diffusion
2023/04/26
AvatarBooth: High-Quality and Customizable 3D Human Avatar Generation
Open
3D
Diffusion
2023/07/19
MeshSDF: Differentiable Iso-Surface Extraction
Open
3D
SDF
2023/06/19
DreamTime: An Improved Optimization Strategy for Text-to-3D Content Creation
Open
3D
Diffusion
2023/06/22
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
Open
Diffusion
2023/06/28
MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion
Open
Diffusion
Multiview
2023/07/07
Human-Aware Object Placement for Visual Environment Reconstruction
Open
3D
Scene Reconstruction
2023/08/04
CAD-Estate: Large-scale CAD Model Annotation in RGB Videos
Open
3D
Scene Reconstruction
2023/08/30
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion
Open
3D
HOI
2023/09/09
POCO: 3D Pose and Shape Estimation with Confidence
Open
HPS
2023/09/18
LEMON: Learning 3D Human-Object Interaction Relation from 2D Images
Open
HOI
2024/01/11
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets
Open
Diffusion
Video
2024/01/21
OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics
Open
Robotics
2024/01/28
Prompt-Propose-Verify: A Reliable Hand-Object-Interaction Data Generation Framework using Foundational Models
Open
Diffusion
2024/02/13
MoMask: Generative Masked Modeling of 3D Human Motions
Open
Motion
2024/04/24
Move as You Say, Interact as You Can: Language-guided Human Motion Generation with Scene Affordance
Open
HSI
Motion
Diffusion
2024/05/02