Summary of Gas: Generative Activation-aided Asynchronous Split Federated Learning, by Jiarong Yang and Yuan Liu
GAS: Generative Activation-Aided Asynchronous Split Federated Learningby Jiarong Yang, Yuan LiuFirst submitted to arxiv on:…
Summary of One-index Vector Quantization Based Adversarial Attack on Image Classification, by Haiju Fan et al.
One-Index Vector Quantization Based Adversarial Attack on Image Classificationby Haiju Fan, Xiaona Qin, Shuang Chen,…
Summary of Representing Neural Network Layers As Linear Operations Via Koopman Operator Theory, by Nishant Suresh Aswani et al.
Representing Neural Network Layers as Linear Operations via Koopman Operator Theoryby Nishant Suresh Aswani, Saif…
Summary of Disentangling Mean Embeddings For Better Diagnostics Of Image Generators, by Sebastian G. Gruber et al.
Disentangling Mean Embeddings for Better Diagnostics of Image Generatorsby Sebastian G. Gruber, Pascal Tobias Ziegler,…
Summary of Logex: Improved Tail Detection Of Extremely Rare Histopathology Classes Via Guided Diffusion, by Maximilian Mueller and Matthias Hein
LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusionby Maximilian Mueller, Matthias…
Summary of Assessing the Impact Of Image Dataset Features on Privacy-preserving Machine Learning, by Lucas Lange and Maurice-maximilian Heykeroth and Erhard Rahm
Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learningby Lucas Lange, Maurice-Maximilian Heykeroth,…
Summary of Sood-imagenet: a Large-scale Dataset For Semantic Out-of-distribution Image Classification and Semantic Segmentation, by Alberto Bacchin et al.
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentationby Alberto Bacchin, Davide…
Summary of Learning Robust Representations For Communications Over Noisy Channels, by Sudharsan Senthil et al.
Learning Robust Representations for Communications over Noisy Channelsby Sudharsan Senthil, Shubham Paul, Nambi Seshadri, R.…
Summary of Diffusion-driven Data Replay: a Novel Approach to Combat Forgetting in Federated Class Continual Learning, by Jinglin Liang et al.
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learningby Jinglin…
Summary of Generating Synthetic Satellite Imagery For Rare Objects: An Empirical Comparison Of Models and Metrics, by Tuong Vy Nguyen et al.
Generating Synthetic Satellite Imagery for Rare Objects: An Empirical Comparison of Models and Metricsby Tuong…