Summary of Quo Vadis, Anomaly Detection? Llms and Vlms in the Spotlight, by Xi Ding and Lei Wang
Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlightby Xi Ding, Lei WangFirst submitted…
Summary of Beyond Gradient Averaging in Parallel Optimization: Improved Robustness Through Gradient Agreement Filtering, by Francois Chaubard et al.
Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filteringby Francois Chaubard, Duncan…
Summary of Towards Foundation Models on Graphs: An Analysis on Cross-dataset Transfer Of Pretrained Gnns, by Fabrizio Frasca et al.
Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNsby Fabrizio Frasca,…
Summary of Can Stability Be Detrimental? Better Generalization Through Gradient Descent Instabilities, by Lawrence Wang et al.
Can Stability be Detrimental? Better Generalization through Gradient Descent Instabilitiesby Lawrence Wang, Stephen J. RobertsFirst…
Summary of Grams: Gradient Descent with Adaptive Momentum Scaling, by Yang Cao et al.
Grams: Gradient Descent with Adaptive Momentum Scalingby Yang Cao, Xiaoyu Li, Zhao SongFirst submitted to…
Summary of Sharpness-aware Minimization with Adaptive Regularization For Training Deep Neural Networks, by Jinping Zou et al.
Sharpness-Aware Minimization with Adaptive Regularization for Training Deep Neural Networksby Jinping Zou, Xiaoge Deng, Tao…
Summary of Coupling Neural Networks and Physics Equations For Li-ion Battery State-of-charge Prediction, by Giovanni Pollo et al.
Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Predictionby Giovanni Pollo, Alessio Burrello,…
Summary of Fairdd: Enhancing Fairness with Domain-incremental Learning in Dermatological Disease Diagnosis, by Yiqin Luo et al.
FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosisby Yiqin Luo, Tianlong GuFirst submitted…
Summary of Deliberative Alignment: Reasoning Enables Safer Language Models, by Melody Y. Guan et al.
Deliberative Alignment: Reasoning Enables Safer Language Modelsby Melody Y. Guan, Manas Joglekar, Eric Wallace, Saachi…
Summary of Data-driven Fairness Generalization For Deepfake Detection, by Uzoamaka Ezeakunne et al.
Data-Driven Fairness Generalization for Deepfake Detectionby Uzoamaka Ezeakunne, Chrisantus Eze, Xiuwen LiuFirst submitted to arxiv…