Codes of Interpreting Low-level Vision Models with Causal Effect Maps
☆35Sep 9, 2025Updated 7 months ago
Alternatives and similar repositories for CEM
Users that are interested in CEM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a simple toolkit to view and crop image patches for image/video super-resolution tasks.☆11Jan 6, 2023Updated 3 years ago
- [ECCV 2024] QueryCDR: Query-based Controllable Distortion Rectification Network for Fisheye Images☆11Feb 14, 2025Updated last year
- ☆34Aug 8, 2024Updated last year
- Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration☆27Aug 13, 2025Updated 8 months ago
- ☆10Aug 29, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution (Accepted at ACM Multimedia System Conference 2026)☆15Apr 20, 2026Updated last week
- Learning An Adaptive Sparse Transformer for Efficient Image Restoration☆12Aug 3, 2025Updated 9 months ago
- ☆51Oct 9, 2025Updated 6 months ago
- [ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.☆123Feb 18, 2026Updated 2 months ago
- ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design☆138Jan 7, 2025Updated last year
- 局部归因图(Local Attribution Map， LAM)是一个超分辨率重建任务的可解 释性工具，旨在找到低分辨率输入图像中对网络超分结果贡献最强烈的像素。LAM 将跟踪模型使用的信息，并在指定超分结果局部区域的前提下，高亮对超分结果贡献最大的像素。☆18Aug 6, 2023Updated 2 years ago
- [TPAMI 2025] Learning Efficient Deep Discriminative Spatial and Temporal Networks for Video Deblurring☆24Nov 17, 2025Updated 5 months ago
- [CVPR 2025] Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance☆70Apr 20, 2026Updated last week
- [MICCAI 2025] TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration☆39Dec 16, 2025Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository is an official PyTorch implementation of our paper "Feature Distillation Interaction Weighting Network for Lightweight Im…☆21May 10, 2023Updated 2 years ago
- Official PyTorch implementation for "Learning to See in the Extremely Dark"☆62Feb 5, 2026Updated 2 months ago
- ☆27May 27, 2024Updated last year
- ICLR 26 Texture Vector-Quantization and Reconstruction Aware Prediction for Generative Super-Resolution☆21Mar 10, 2026Updated last month
- Collaborative Feedback Discriminative Propagation for Video Super-Resolution☆44Apr 9, 2024Updated 2 years ago
- A fast and color-reserved fusion method for visible and infrared image pairs, and a metric called color deviation. This is the Python imp…☆24May 8, 2025Updated 11 months ago
- [CVPR2026] ODTSR: This repo is the official implementation of "One-Step Diffusion Transformer for Controllable Real-World Image Super-Res…☆150Feb 21, 2026Updated 2 months ago
- Official PyTorch implementation of The Linear Attention Resurrection in Vision Transformer☆16Sep 7, 2024Updated last year
- The official implementation of "An Efficient and Mixed Heterogeneous Model for Image Restoration"☆56Sep 9, 2025Updated 7 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Matlab code for IJPRAI paper “Efficient convolutional dictionary learning using preconditioned ADMM”☆11Dec 12, 2021Updated 4 years ago
- This repository summarizes the human-centered applications of event data☆14Jan 31, 2025Updated last year
- This project shows Image Super Resolution using Deep Learning . Seven models are implemented SRCNN, FSRCNN,ESPCN, RDN, RFDN, Autoencoder …☆33Apr 6, 2026Updated 3 weeks ago
- [IJCAI 2025] Offical implementation of the paper "Multi-View Learning with Context-Guided Receptance for Image Denoising".☆12Jun 26, 2025Updated 10 months ago
- [ICCV 2025] Factorized Learning for Temporally Grounded Video-Language Models☆24Apr 18, 2026Updated 2 weeks ago
- Repo for paper "MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding".☆40Jun 9, 2025Updated 10 months ago
- ☆12Jan 3, 2021Updated 5 years ago
- code for "ReMoNet: Recurrent Multi-output Network for Efficient Video Denoising" AAAI2022☆12Mar 19, 2025Updated last year
- ☆14Dec 11, 2025Updated 4 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Universal Image Restoration Pre-training via Masked Degradation Classification☆28Oct 15, 2025Updated 6 months ago
- Official implementation of state-of-the-art multi-modal medical image deblurring (MedDeblur)☆11Jul 5, 2023Updated 2 years ago
- [ICML 2024] See More Details: Efficient Image Super-Resolution by Experts Mining☆151Dec 8, 2025Updated 4 months ago
- MDT☆21Mar 25, 2025Updated last year
- Official Implementation of Video-MA2MBA☆12Dec 3, 2024Updated last year
- Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV☆132Mar 16, 2026Updated last month
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆74Jun 29, 2025Updated 10 months ago