Jihyong Oh

void-model. Python

Auto-Resubmit. 🚀 Automated & lossless LaTeX paper migration tool. Instantly convert your Overleaf source between top-tier AI conference templates (NeurIPS, ICLR, ACL等). 一键无损转换顶会论文格式！解决转投时的排版折磨，完美保留公式、图表与引用，让科研人员专注研究而非排版。

awesome-mechanistic-interpretability. A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on Mechanistic Interpretability, a growing subfield in machine learning interpretability research that aims to reverse-engineer neural networks into understandable computational components.

2025-Arxiv-Paper-List-Gaussian-Splatting. 📚 2025 Gaussian Splatting ArXiv Paper List — Updated Daily

Step1X-Edit. A SOTA open-source image editing model, which aims to provide comparable performance against the closed-source models like GPT-4o and Gemini 2 Flash.

MineRender. Quick, Easy, Interactive 3D/2D Renders of Minecraft

Awesome-Controllable-Video-Generation. [ArXiv 2025] A survey about controllable video generation: This repo is the official awesome of "Controllable video generation: A survey"

WithAnyone. ✨ [ICLR'26] WithAnyone is capable of generating high-quality, controllable, and ID consistent images

Awesome-Multimodal-Large-Language-Models. :sparkles::sparkles:Latest Advances on Multimodal Large Language Models

All-in-One-Image-Restoration-Survey. [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends

map-anything. MapAnything: Universal Feed-Forward Metric 3D Reconstruction

pdfdiff. Command-line tool to inspect the difference between (the text in) two PDF files

OminiControl. [ICCV 2025 Highlight] OminiControl: Minimal and Universal Control for Diffusion Transformer

HuMo. HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning

Awesome-Diffusion-Models-in-Medical-Imaging. Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Wan2.1. Wan: Open and Advanced Large-Scale Video Generative Models

BiM-VFI. [CVPR 2025] Official repository of BiM-VFI

fast-gaussian-rasterization. A geometry-shader-based, global CUDA sorted high-performance 3D Gaussian Splatting rasterizer. Can achieve a 5-10x speedup in rendering compared to the vanialla diff-gaussian-rasterization.

MoDec-GS. [CVPR2025] MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting

2024-NeurIPS-AverNet. Code for the paper "AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations" (NeurIPS 2024)

cs231n.github.io. Public facing notes page

brush. 3D Reconstruction for all

Sana. SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

ttt-video-dit. Official PyTorch implementation of One-Minute Video Generation with Test-Time Training

fvd-comparison. Comparison between Frechet Video Distance implementation from StyleGAN-V and the original paper

common_metrics_on_video_quality. You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.

Awesome-CVPR2026-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision. A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

awesome-diffusion-models-in-low-level-vision. A Repository for Diffusion-Model-related Papers in Low-level Vision

video-restoration-arxiv-daily. 【This project is no longer updated】

CogVideo. text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

Awesome-Image-Editing. A Survey of Image Editing

IQA-PyTorch. 🔎 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

Diffusion-Assignment1-DDPM. Jupyter Notebook

svd_keyframe_interpolation. Python

sapiens. High-resolution models for human tasks.

Awesome-Mamba-in-Low-Level-Vision. A paper list of recent mamba efforts for low-level vision.

Mamba-in-CV. A paper list of some recent Mamba-based CV works.

IF. Python

ml-4m. 4M: Massively Multimodal Masked Modeling

Awesome-LLMs-meet-Multimodal-Generation. 🔥🔥🔥 A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio).

eisai-anime-interpolator. ECCV2022: Improving the Perceptual Quality of 2D Animation Interpolation

frame-interpolation. FILM: Frame Interpolation for Large Motion, In ECCV 2022.

UPR-Net. Official implementation of our CVPR2023 paper "A Unified Pyramid Recurrent Network for Video Frame Interpolation"

EMA-VFI. [CVPR 2023] Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolatio

AMT. Official code for "AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation" (CVPR2023)

Ranni. Python

flowmap. [3DV 2025] Code for "FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent" by Cameron Smith*, David Charatan*, Ayush Tewari, and Vincent Sitzmann

dust3r. DUSt3R: Geometric 3D Vision Made Easy

SUPIR. SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

Awesome-Video-Diffusion. A curated list of recent diffusion models for video generation, editing, and various other applications.

VGen. Official repo for VGen: a holistic video generation ecosystem for video generation building on diffusion models

Open-Sora. Open-Sora: Democratizing Efficient Video Production for All

awesome-multimodal-ml. Reading list for research topics in multimodal machine learning

Awesome-LLM. Awesome-LLM: a curated list of Large Language Model

LAVIS. LAVIS - A One-stop Library for Language-Vision Intelligence

awesome-3d-reconstruction-papers. A collection of 3D reconstruction papers in the deep learning era.

stable-diffusion. A latent text-to-image diffusion model

camp_zipnerf. Python

InstructIR. [ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

SEAL. ICLR 2024 (Spotlight) - SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution

FastChat. An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Segment-Everything-Everywhere-All-At-Once. [NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

dot. Dense Optical Tracking: Connecting the Dots

omnimotion. Python

tapnet. Tracking Any Point (TAP)

Tracking-Anything-with-DEVA. [ICCV 2023] Tracking Anything with Decoupled Video Segmentation

KDSR. This project is the official implementation of 'Knowledge Distillation based Degradation Estimation for Blind Super-Resolution', ICLR2023

StableSR. [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

AGIN. [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images

Q-Bench. ①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

daclip-uir. [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

ReplaceAnything.

SpacetimeGaussians. [CVPR 2024] Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis

AnyText. Official implementation code of the paper <AnyText: Multilingual Visual Text Generation And Editing>

OSRT. Official code of OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer

SeeSR. [CVPR2024] SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

Awesome-Text-to-Image. (ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

DeepCache. [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

FollowYourHandle. [WACV 2025] Follow-Your-Handle: This repo is the official implementation of "MagicStick: Controllable Video Editing via Control Handle Transformations"

PromptSR. PyTorch code for our paper "Image Super-Resolution with Text Prompt Diffusion"

mip-splatting. [CVPR'24 Best Student Paper] Mip-Splatting: Alias-free 3D Gaussian Splatting

4d-gaussian-splatting. [ICLR 2024] Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting

Dynamic3DGaussians. Python

gaussian-splatting. Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

4DGaussians. [CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

StableVSR. [ECCV 2024] Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models

EfficientSAM. EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

TaleCrafter. [SIGGRAPH Asia 2023] An interactive story visualization tool that support multiple characters

InstaFlow. :zap: InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

VideoCrafter. VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models

DemoFusion. Let us democratise high-resolution generation! (CVPR 2024)

awesome-3D-gaussian-splatting. Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

generative-models. Generative Models by Stability AI

RectifiedFlow. Official Implementation of Rectified Flow (ICLR2023 Spotlight)

LoRA. Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Awesome-diffusion-model-for-image-processing. one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

DiffBIR. [ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

latent-consistency-model. Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

awesome-openai-vision-api-experiments. Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥

CVinW_Readings. A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''

denoising-diffusion-pytorch. Implementation of Denoising Diffusion Probabilistic Model in Pytorch

msth. NeurIPS2023 Spotlight: Masked Space-time Hashing

LIQE. [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

zero123plus. Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

StableVideo. [ICCV 2023] StableVideo: Text-driven Consistency-aware Diffusion Video Editing

Rerender_A_Video. [SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

factor-fields. [SIGGRAPH 2023] We provide a unified formula for neural fields (Factor Fields) and a novel dictionary factorization (Dictionary Fields)

RelayDiffusion. The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]

textual_inversion. Jupyter Notebook

Strivec. Official code for the paper: Strivec (ICCV2023)

S3IM-Neural-Fields. [ICCV 2023] Pytorch implementation of "S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields".

RDDM. CVPR 2024: Residual Denoising Diffusion Models

MPI-Flow. Official Code of "[ICCV 2023] MPI-Flow: Learning Realistic Optical Flow with Multiplane Images"

PCV. Open source Python module for computer vision

diffusionerf. [CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

ResFields. [ICLR 2024 Spotlight ✨] ResFields: Residual Neural Fields for Spatiotemporal Signals

AvatarMAV. A PyTorch implementation of "AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels"

LatentAvatar. A PyTorch implementation of "LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar"

fourier-feature-networks. Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

tilted. Canonical Factors for Hybrid Neural Fields @ ICCV 2023

fc-clip. [NeurIPS 2023] This repo contains the code for our paper Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP

DeSAM. [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.

DiffIR. This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

Awesome-ICCV2023-Low-Level-Vision. A Collection of Papers and Codes in ICCV2023/2021 about low level vision

Awesome-CVPR2024-Low-Level-Vision. A Collection of Papers and Codes in CVPR2023/2022 about low level vision

NeRFCapture. An iOS app that collects/streams posed images for NeRFs using ARKit

Semantic-SAM. [ECCV 2024] Official implementation of the paper "Semantic-SAM: Segment and Recognize Anything at Any Granularity"

awesome-generative-ai. A curated list of modern Generative Artificial Intelligence projects and services

awesome-generative-ai. A curated list of Generative AI tools, works, models, and references

nope-nerf. (CVPR 2023) NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior

segment-anything. The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

torch_efficient_distloss. Efficient distortion loss with O(n) realization.

FastSAM. Fast Segment Anything

dynamic-video-depth. Code for the SIGGRAPH 2021 paper "Consistent Depth of Moving Objects in Video".

HQ-50K. HQ-50K: A Large-scale, High-quality Dataset for Image Restoration

IDM. Python

CiaoSR. PyTorch implementation of "CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution (CVPR2023)"

HI-Diff. [NeurIPS'23] Hierarchical Integration Diffusion Model for Realistic Image Deblurring

tiny-cuda-nn. Lightning fast C++/CUDA neural network framework

DiffPIR. "Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.

image-restoration-sde. Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

latent-diffusion. High-Resolution Image Synthesis with Latent Diffusion Models

dynibar. Implementation of DynIBaR Neural Dynamic Image-Based Rendering (CVPR 2023)

lietorch. Cuda

zipnerf-pytorch. Unofficial implementation of ZipNeRF

HexPlane. Official code for CVPR 2023 Paper, HexPlane: A Fast Representation for Dynamic Scenes

sdfstudio. A Unified Framework for Surface Reconstruction

cloud_nerf. Python

DP-NeRF. [CVPR 2023 - Official] DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors

TensoRF. [ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

python-for-coding-test. [한빛미디어] "이것이 취업을 위한 코딩 테스트다 with 파이썬" 전체 소스코드 저장소입니다.

ai-tech-interview. 👩‍💻👨‍💻 AI 엔지니어 기술 면접 스터디 (⭐️ 2k+)

gin-config. Gin provides a lightweight configuration framework for Python

automl. Google Brain AutoML

pytorch-image-models. The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

LLFF. Code release for Local Light Field Fusion at SIGGRAPH 2019

hyperreel. Code release for HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling

RND. [AAAI 2023 Oral] GAN Prior based Null-Space Learning for Consistent Super-Resolution

multinerf. A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

dycheck. Official JAX Implementation of Monocular Dynamic View Synthesis: A Reality Check (NeurIPS 2022)

nerfstudio. A collaboration friendly studio for NeRFs

FTVSR. [ECCV'22] FTVSR: Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution

DAVSR. PyTorch implementation of "Towards Interpretable Video Super-Resolution via Alternating Optimization (ECCV2022)"

pytorch_forward_forward. Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

DASS. An official PyTorch implementation of "Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation", ECCV 2022.

ALIFE. An official implementation of "ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation" (NeurIPS 2022) in PyTorch.

OIMNetPlus. An official PyTorch implementation of "OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search", ECCV 2022.

DKD. An official implementation of "Decomposed Knowledge Distillation for Class-incremental Semantic Segmentation" (NeurIPS 2022) in PyTorch.

gradient-descent-the-ultimate-optimizer. Code for our NeurIPS 2022 paper

DiffusionDet. [ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

starlight_denoising. Jupyter Notebook

Awesome-Diffusion-Models. A collection of resources and papers on Diffusion Models

tech-interview-handbook. Curated coding interview preparation materials for busy software engineers

AppearanceFreeActionRecognition. [ECCV 2022] Is Appearance Free Action Recognition Possible?

pytorch-meta. A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

resume. Software developer resume in Latex

nerf-factory. An awesome PyTorch NeRF library

pips. Particle Video Revisited

nsff_pl. Neural Scene Flow Fields using pytorch-lightning, with potential improvements

d2nerf. Jupyter Notebook

NeRF-SR. NeRF-SR: High-Quality Neural Radiance Fields using Supersampling

SCNeRF. [ICCV21] Self-Calibrating Neural Radiance Fields

Deblur-NeRF. Python

StyleNeRF. This is the open source implementation of the ICLR2022 paper "StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis"

NeuRay. [CVPR2022] Neural Rays for Occlusion-aware Image-based Rendering

Neural_3D_Video. The repository for CVPR 2022 Paper "Neural 3D Video Synthesis"

awesome-neural-rendering. Resources of Neural Rendering

RSTT. Official pytorch implementation of paper "RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution"

TTVSR. [CVPR'22 Oral] TTVSR: Learning Trajectory-Aware Transformer for Video Super-Resolution

ELAN. [ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution

M2M_VFI. Many-to-many Splatting for Efficient Video Frame Interpolation

google-research. Google Research

poolformer. PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

SinNeRF. [ECCV 2022] "SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang

einops. Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

BasicVSR_PlusPlus. Official repository of "BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment"

InfoNeRF. Python

DSNeRF. Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

vit-tensorflow. Vision Transformer Cookbook with Tensorflow

pytorch_diffusion. PyTorch reimplementation of Diffusion Models