image augmentation

CoGenSAM: Codebook-Interactive Generative Labeling for Adapting SAM to Crack Segmentation AAAI 2026 Adapt Foundational Segmentation Models with Heterogeneous Searching Space ICCV 2025 CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025 Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025 Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025 Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation COLING 2025 Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation ICCV 2025 MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025 Prompt-Free Conditional Diffusion for Multi-object Image Augmentation IJCAI 2025 ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation AAAI 2025 Towards High-Fidelity Head Blending with Chroma Keying for Industrial Applications WACV 2025 CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation AAAI 2024 Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model ACML 2024 Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024 PlantPlotGAN: A Physics-Informed Generative Adversarial Network for Plant Disease Prediction WACV 2024 Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024 Conditional Text Image Generation With Diffusion Models CVPR 2023 Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays MIDL 2023 Progressive Random Convolutions for Single Domain Generalization CVPR 2023 PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow CVPR 2023 Self-supervised Monocular Depth Estimation: Let's Talk About The Weather ICCV 2023 Target-Aware Generative Augmentations for Single-Shot Adaptation ICML 2023 Two-Level Data Augmentation for Calibrated Multi-View Detection WACV 2023 Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022 Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NeurIPS 2022