https://github.com/aengusl/spawrious
공식 코드Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
Image Classification is a fundamental task in vision recognition that aims to understand and categorize an image as a whole under a specific label. Unlike object detection, which involves classification and location of multiple objects within an image, image classification typically pertains to single-object images. When the classification becomes highly detailed or reaches instance-level, it is often referred to as image retrieval, which also involves finding similar images in a large database.
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases
Harnessing Adversarial Distances to Discover High-Confidence Errors
Balanced-MixUp for Highly Imbalanced Medical Image Classification
Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks
A Study on Broadcast Networks for Music Genre Classification
sharpDARTS: Faster and More Accurate Differentiable Architecture Search
Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks
A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images
May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training
Large-Scale Evaluation of Open-Set Image Classification Techniques
Fine-Grained Visual Classification using Self Assessment Classifier
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification
FACMIC: Federated Adaptative CLIP Model for Medical Image Classification
Deep Modeling and Optimization of Medical Image Classification
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.