Journals starting with aim2

AIM21 * *Advances in Image Manipulation
* Contrastive Feature Loss for Image Prediction
* DeepFake MNIST+: A DeepFake Facial Animation Dataset
* Distilling Reflection Dynamics for Single-Image Reflection Removal
* Efficient Wavelet Boost Learning-Based Multi-stage Progressive Refinement Network for Underwater Image Enhancement
* Generalized Real-World Super-Resolution through Adversarial Robustness
* Graph2Pix: A Graph-Based Image to Image Translation Framework
* High Perceptual Quality Image Denoising with a Posterior Sampling CGAN
* Improving Key Human Features for Pose Transfer
* Manipulating Image Style Transformation via Latent-Space SVM
* Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data
* Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map
* Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement
* Saliency-Guided Transformer Network combined with Local Embedding for No-Reference Image Quality Assessment
* SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring
* Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics
* SMILE: Semantically-guided Multi-attribute Image and Layout Editing
* Sparse to Dense Motion Transfer for Face Image Animation
* Stochastic Image Denoising by Sampling from the Posterior Distribution
* SwinIR: Image Restoration Using Swin Transformer
* System for Fusing Color and Near-Infrared Images in Radiance Domain, A
* Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images
* Underwater Image Color Correction Using Ensemble Colorization Network
* Unsupervised Generative Adversarial Networks with Cross-model Weight Transfer Mechanism for Image-to-image Translation
24 for AIM21

AIM22 * *Advances in Image Manipulation
* Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering
* AIM 2022 Challenge on Instagram Filter Removal: Methods and Results
* AIM 2022 Challenge on Super-resolution of Compressed Image and Video: Dataset, Methods and Results
* Bokeh-Loss GAN: Multi-stage Adversarial Training for Realistic Edge-aware Bokeh
* CAIR: Fast and Lightweight Multi-scale Color Attention Network for Instagram Filter Removal
* Cen-hdr: Computationally Efficient Neural Network for Real-time High Dynamic Range Imaging
* Cidbnet: A Consecutively-interactive Dual-branch Network for Jpeg Compressed Image Super-resolution
* Cnsnet: A Cleanness-navigated-shadow Network for Shadow Removal
* DSR: Towards Drone Image Super-resolution
* Eesrnet: A Network for Energy Efficient Super-resolution
* Efficient and Accurate Quantized Image Super-Resolution on Mobile Npus, Mobile Ai & Aim 2022 Challenge: Report
* Efficient Image Super-resolution Using Vast-Receptive-Field Attention
* Efficient Single-image Depth Estimation on Mobile Devices, Mobile Ai & Aim 2022 Challenge: Report
* Evaluating Image Super-resolution Performance on Mobile Devices: An Online Benchmark
* Fast Nearest Convolution for Real-time Efficient Image Super-resolution
* HST: Hierarchical Swin Transformer for Compressed Image Super-resolution
* Hybrid Transformer Based Feature Fusion for Self-supervised Monocular Depth Estimation
* Image Super-resolution with Deep Variational Autoencoders
* Learned Reverse ISP with Soft Supervision
* Learned Smartphone ISP on Mobile GPUS with Deep Learning, Mobile Ai & AIM 2022 Challenge: Report
* Light Field Angular Super-resolution via Dense Correspondence Field Reconstruction
* Litedepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices
* Microisp: Processing 32mp Photos on Mobile Devices with Deep Learning
* Mssnet: Multi-scale-stage Network for Single Image Deblurring
* Multi-patch Learning: Looking More Pixels in the Training Phase
* Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement
* Power Efficient Video Super-resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report
* RCBSR: Re-parameterization Convolution Block for Super-resolution
* Real-time Channel Mixing Net for Mobile Image Super-resolution
* Real-time Under-display Cameras Image Restoration and HDR on Mobile Devices
* Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile Ai & Aim 2022 Challenge: Report
* Residual Feature Distillation Channel Spatial Attention Network for ISP on Smartphone
* Reversed Image Signal Processing and Raw Reconstruction. AIM 2022 Challenge Report
* Reversing Image Signal Processors by Reverse Style Transferring
* Rispnet: A Network for Reversed Image Signal Processing
* Sliding Window Recurrent Network for Efficient Video Super-resolution
* Style Adaptive Semantic Image Editing with Transformers
* Swin2sr: Swinv2 Transformer for Compressed Image Super-resolution and Restoration
* Third Time's the Charm? Image and Video Editing with Stylegan3
* Towards Real-world Video Deblurring by Exploring Blur Formation Process
* U-Shape Transformer for Underwater Image Enhancement
* Unified Transformer Network for Multi-Weather Image Restoration
* Unifying Conditional and Unconditional Semantic Image Synthesis with OCO-GAN
* Unsupervised Scene Sketch to Photo Synthesis
* XCAT - Lightweight Quantized Single Image Super-resolution Using Heterogeneous Group Convolutions and Cross Concatenation
46 for AIM22

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