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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Improving generalization" (30 stories)

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Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts
Lead StoryThe Association for the Advancement of Artificial Intelligencegeneral
Mar 14

Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9MamtyZTZJQ282WU5vZjdhS3pfMUZ0cWNGa01tYkJUNmZRa29zbG1vb2FIZVloRko2ZXB5ZnpBOEk0ZnVvUVZNSU85SGEtN1UtcEZJM2MtXzg4R2FoN1Nmeng3MXA?oc=5" target="_blank">Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Search Results for "Improving generalization"

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29 stories displayed
Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning
alphaXivtech

Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE9Xb0J0UWFZM1M0enhadmZsQ2plWWlTMnF3RUxReDRSZEtwZzZIdVBQOEI4c1Jkc1hLWklmQTVMY0h2YXNXTVhNbUlyc2NLV3dh?oc=5" target="_blank">Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning</a>  <font color="#6f6f6f">alphaXiv</font>

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Improving generalization of polyp detection via conditional StyleGAN augmented training
Naturetech

Improving generalization of polyp detection via conditional StyleGAN augmented training

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1hNmxFYlhVNWh5azZ2cUY3eGd2dExFcFUtNFBZOC1VaFU4VW9peXV1Ymg0UlBlSXk4eHFnZWUta3NnV2VUckRKTU5mMmgtR2tsTlJfWUpITG5wYXg1d21Z?oc=5" target="_blank">Improving generalization of polyp detection via conditional StyleGAN augmented training</a>  <font color="#6f6f6f">Nature</font>

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Enhancing cross-dataset zero-shot generalization in colorectal polyp detection using vision-language models
EurekAlert!general

Enhancing cross-dataset zero-shot generalization in colorectal polyp detection using vision-language models

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTFBpU0NmYlNDU0oybkZTOGt2dHpfRHlFeVQ0cXZiMHA1WkpOZ2VRTHhVTXpITHpTVjJhazhFMXloQTJvNlhLemg1ZkV1Nk5JSlhJbUVsSkxnWUJlWE1k?oc=5" target="_blank">Enhancing cross-dataset zero-shot generalization in colorectal polyp detection using vision-language models</a>  <font color="#6f6f6f">EurekAlert!</font>

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Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition
The Association for the Advancement of Artificial Intelligencetech

Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBsUnVrMFJJYzd2UG9SMW44cnVLMlI4YjFsa1hVZUM1N2JmZlFiNXJ3QnN0NU5JbHNqaVVwaHV0VjkwVVg4NmZDbGdaT3BEYk5KZTFZSGpaRGdzUDRlQzAybUJCeTk?oc=5" target="_blank">Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Wavelet-based features to improve cross-forgery generalization in deepfake detection
Frontiersgeneral

Wavelet-based features to improve cross-forgery generalization in deepfake detection

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxOMWRoVXFxSl8waFVRWE16bkNDYXpsOXNJNTh0TlBhZ1p3dTNzSC1yVFJRVFlzVVBIVkQ1RW4tUnBfLWFVXzlwRDZxUHhSa2c5LTlBRmc5TWx6ZW01SmxhWS1nT3RDY3ZOOExoazUtTncxM2FKLVFYaDcxM0lRZFphdnFkN1M0Z0lveXJ5TWZ3?oc=5" target="_blank">Wavelet-based features to improve cross-forgery generalization in deepfake detection</a>  <font color="#6f6f6f">Frontiers</font>

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Sharpness matters: Higher image resolution improves generalization and explainability in chest X-ray classification
Naturetech

Sharpness matters: Higher image resolution improves generalization and explainability in chest X-ray classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBScEhXSWxteFF6T2hLYUQ5cFAxa1poLWg4YkQzb29SNzdmTi1FWC1Db1pXLVUyd2pvOGt3MGRhaHhlMTkzRGN1alJBYl9pWDBLc2RnbGNUMTAtNnpLb1ZR?oc=5" target="_blank">Sharpness matters: Higher image resolution improves generalization and explainability in chest X-ray classification</a>  <font color="#6f6f6f">Nature</font>

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Noise-induced Equalization Improves Quantum Learning Accuracy
Quantum Zeitgeistgeneral

Noise-induced Equalization Improves Quantum Learning Accuracy

<a href="https://news.google.com/rss/articles/CBMihgFBVV95cUxQM0dYcVozVm1PdjRiYUtKR1BXa04zYzdwUzNYdVdnSXI5M3l0Y29zM2Zrb3RLbzN1eG9uaGVxczZhakVLLVZnMkpwSDB0dFpLVDRGRWhGajUtV25VLUUxUXN5QnMxQUhjUnJFOGYtVDI4MHU4ZGtSVk9MM2pEcUFKVXBvYjdyZw?oc=5" target="_blank">Noise-induced Equalization Improves Quantum Learning Accuracy</a>  <font color="#6f6f6f">Quantum Zeitgeist</font>

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Improving Latent Generalization Using Test-time Compute
alphaXivgeneral

Improving Latent Generalization Using Test-time Compute

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFB4UVlWTWlvMnBVWl9RYmo2ZkFZLXV0VlJvM0RUVmN1bk5jbjlCd3hXWG9IaUNKOW1weTBUWkoyaVNHejdxVXc1Sy1fZ0s0SEdY?oc=5" target="_blank">Improving Latent Generalization Using Test-time Compute</a>  <font color="#6f6f6f">alphaXiv</font>

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Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping
The Association for the Advancement of Artificial Intelligenceworld

Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5RdXRJX2lCLUJkWEFJVWFXX3hYNGM2M2N2cUktVGpKVmlYWmdROG4wX3RySzNTMGZIMkhEMFlOM2dyclMwZzZZcHotR0JBTF9pZzBrNXZJVUpYakpqd2otUTBEMGg?oc=5" target="_blank">Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Favoring flat minima improves generalization of transfer-learned models for breast ultrasound tumor classification
Natureworld

Favoring flat minima improves generalization of transfer-learned models for breast ultrasound tumor classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0tbFVhT3JhYWU4dktaLTV4MktKM2pEbnM2cFEtQ1NrbmNnUC1xQjZoQjZmN0M3QnlqWXBYNUJ6cERWSE1SZ3pKMXkyUjdYSzhiWDd6eFUxckx4TVg3dUNJ?oc=5" target="_blank">Favoring flat minima improves generalization of transfer-learned models for breast ultrasound tumor classification</a>  <font color="#6f6f6f">Nature</font>

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DSAP: Enhancing Generalization in Goal-Conditioned Reinforcement Learning
The Association for the Advancement of Artificial Intelligencegeneral

DSAP: Enhancing Generalization in Goal-Conditioned Reinforcement Learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9IU1V2OVBlTlR5dEdCenBlWXFkdFJieG9kU0hvZ1BlaUtLaDlmQkQwMVNSV0VmbmtGaDZBRUdqRW9EMkljZjk5eVhTVEtnMVg2Q28tbmw2MXhLQU9NMzFxTmhwT1o?oc=5" target="_blank">DSAP: Enhancing Generalization in Goal-Conditioned Reinforcement Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification
Naturescience

Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBuYnQtVkNhbHptcHBDTno5T21Rczh4SzU5dWdjT0RqUVB5MDRGNy1GLVEyNktKcEUyRUx5ak83SnlWVUthRFNiVklfdENiaU1DLS1JV1pHSWMxeTJwczVV?oc=5" target="_blank">Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification</a>  <font color="#6f6f6f">Nature</font>

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Augmentation-invariant Learning Strategy via Data Augmentation for Improving Model Generalization
The Association for the Advancement of Artificial Intelligencegeneral

Augmentation-invariant Learning Strategy via Data Augmentation for Improving Model Generalization

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5HOWNjNWZraGd2VnZ2cmxJY1R1aFk3VXByRXB0QWhnX0tOUUxCcWxYMXRiRHh3NkZDRUlid3BRdDVTcFNHXzRxbW0zMmdqVmhScFBacFRIVFFySWN3eDN0dDlBdkI?oc=5" target="_blank">Augmentation-invariant Learning Strategy via Data Augmentation for Improving Model Generalization</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness
Naturetech

Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGQi1MMUV4Um9QLWdCNENiVHBtNDdsa1hPd3ZscDVpX3JVSC1lcDNIMTlFclF1SmZJRUNDb3FLSW9Ta0FYeUZvbjNNbmFac1hxYl9oamFvdnoxNEhaaUlN?oc=5" target="_blank">Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness</a>  <font color="#6f6f6f">Nature</font>

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Balancing Multimodal Domain Generalization via Gradient Modulation and Projection
The Association for the Advancement of Artificial Intelligencetech

Balancing Multimodal Domain Generalization via Gradient Modulation and Projection

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBKOVVnYm9FdFNyNUQzdE0yY1ZMdWNrMW1VYTBuX2JlY2hnOGRVaUdlamwyd18zd2RIRWU5bzhXUDJOUTFTNmxHSEVoLTc4bjlYRUNFU2c0YlZoUGd6bjZHYmRfcnI?oc=5" target="_blank">Balancing Multimodal Domain Generalization via Gradient Modulation and Projection</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Research on cross-dataset cardiac signal domain generalization and feature interpretability
Naturetech

Research on cross-dataset cardiac signal domain generalization and feature interpretability

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9pMjcydnlBelpidC01T0lobXFhUlZPUnp5U2MyS1Q1clZwaUNJZDBONl9VZ3JfVnc1VDNvU0VFam9ISFczRnFnS0ZPcXc0N2k4X1FzQ3ZkV0EyUVJ4WDV3?oc=5" target="_blank">Research on cross-dataset cardiac signal domain generalization and feature interpretability</a>  <font color="#6f6f6f">Nature</font>

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Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization | Proceedings of the AAAI Conference on Artificial Intelligence
The Association for the Advancement of Artificial Intelligencetech

Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization | Proceedings of the AAAI Conference on Artificial Intelligence

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1nc2pfblZadE1peUthUTVjdXdEZmhpa21hM3RfTEtCYnlxeEVaSzVBWVZpaDRtSGYtbjBTODBtb0lWdXMyU3hGMHY2X2dSNHljd2wteUt3NVhVNjBpZlUzZ1oxSFk?oc=5" target="_blank">Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization | Proceedings of the AAAI Conference on Artificial Intelligence</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation
The Association for the Advancement of Artificial Intelligencegeneral

Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1saEJTR0NzaWlwUnBBWXYtUTVnLWJlTlJfOXFDT0I0REtUQVFlak5PT1ctWVYtXzFxVWZFY2t2M0RUdVIzYTZ3MEZ6VWVzS2Z0OUxHTThZSmxhbDlYOGtSLWt3eFM?oc=5" target="_blank">Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract)
The Association for the Advancement of Artificial Intelligencegeneral

Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract)

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFA1TDIzYWtMQTR3MnBqWVVJWm4zaTV6b19pOVllUFZXSXRmakVkLXU4MnJIcEpJR3pudGJSZDB5OXJXa25PTkFnNkVvbFdFZUZWaEZKT1lSUWRQeFpKMG4tTGFsblY?oc=5" target="_blank">Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract)</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Siemens and Tencent YouTu Lab Achieve Breakthrough with AdaptCLIP, Improving Generalization in Anomaly Detection
Pandailygeneral

Siemens and Tencent YouTu Lab Achieve Breakthrough with AdaptCLIP, Improving Generalization in Anomaly Detection

<a href="https://news.google.com/rss/articles/CBMizwFBVV95cUxPRXBrZjJGMmhWd1lRRXpxclNid0ZFQkVXNzVSampORnZsV2NSWk8yaHEyUURBbUstX0tzMk9obzFTNHpNenlyRTVWRnBwY3RiNHFad3VlLW5PMGxGU09xc1hjWWhfcUs1Tkh6dmkwT1NFajRXQVdwR0R6OXJkOE9EMnBPNUtwY1duLWtPakhxcG9rcUdjNUxHd3l5bmNnSU05UTNJOWxzc2VCWExXV2lkRndoblF6U09OTi1sSS1tYjd5cEJ0ajBpbjFVWXlobkU?oc=5" target="_blank">Siemens and Tencent YouTu Lab Achieve Breakthrough with AdaptCLIP, Improving Generalization in Anomaly Detection</a>  <font color="#6f6f6f">Pandaily</font>

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Resolving data bias improves generalization in binding affinity prediction
Naturegeneral

Resolving data bias improves generalization in binding affinity prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1yTU1lV290MXdjY29QLTMzbVpnUnlCRkc4djctR0xaWUxuWnduY0RHR1JaQ1lRTWRubE04WXVZY3V3eFVnSldEQ05rMTFuekdkR1VCOHpwdS1aTERPU2lR?oc=5" target="_blank">Resolving data bias improves generalization in binding affinity prediction</a>  <font color="#6f6f6f">Nature</font>

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Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning
The Association for the Advancement of Artificial Intelligencegeneral

Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1mNU1kZTNEbUNXY0pCbWJSc3ktYzNWNE5JNWd6bFhnS0ltQTQ2VnRtT3FvZGZ3QmFzckZmMHhZdDJrVkNOa2QxbkJrQ0tENlVaNmdoZ1prVTZoMDUtNjlNQUFPSXg?oc=5" target="_blank">Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Improving generalization ability of deep-learning-based ODE solvers using continuous dependence
Naturegeneral

Improving generalization ability of deep-learning-based ODE solvers using continuous dependence

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5DZlI2MDN4dXJRLTVLVWVseEx5V3NPYUJYdFN2Ql9JNG9Rc2Y1cEtvRlRpVUNDN2g5MDlleGszVnI5bk1VbUhlMW5qYUEwRlFRTzJpTHNQNTJDdEUwM193?oc=5" target="_blank">Improving generalization ability of deep-learning-based ODE solvers using continuous dependence</a>  <font color="#6f6f6f">Nature</font>

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Improving Generalization for AI-Synthesized Voice Detection
The Association for the Advancement of Artificial Intelligencetech

Improving Generalization for AI-Synthesized Voice Detection

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5MZ1BBdV9wUDItNFN6S2VCS1dDSWVweExaQlBhX2dJblNabFkwTFpubE9XR2FYdVE1ejcyeVRxZEJtbWFVcGpiV2k4LS04cHBCZFc3dGZTZW9RaGNSTFJxMXVJUlQ?oc=5" target="_blank">Improving Generalization for AI-Synthesized Voice Detection</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Improving Generalization of Deep Neural Networks by Optimum Shifting
The Association for the Advancement of Artificial Intelligencegeneral

Improving Generalization of Deep Neural Networks by Optimum Shifting

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9wb29nN0FBcWptZ1RpWmFUR2drSGFDVms0b0pVOGFwY0pSQnR3NjhyYjVEQ1pmN3hwaHZEWnM3TnBpU0VLMjhpbU51VWdXcndKbWVDa0FKZFd0eHlGNXlXQTd2U0M?oc=5" target="_blank">Improving Generalization of Deep Neural Networks by Optimum Shifting</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Improving generalization in slope movement prediction using sequential models and hierarchical transformer predictor autoencoder
Naturegeneral

Improving generalization in slope movement prediction using sequential models and hierarchical transformer predictor autoencoder

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBpODd6Uk5KOUQwM2k5VDh2NGFuVGg3cWxyVnJjVHphMzhBS19HamhJb3NfSEhnUDA2UVc0ZWJQTUtQRGNtcmZUT2VFN0h2ZFBma0R0S3YxRkRNM2QyQmdJ?oc=5" target="_blank">Improving generalization in slope movement prediction using sequential models and hierarchical transformer predictor autoencoder</a>  <font color="#6f6f6f">Nature</font>

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Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics
Natureworld

Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE02UXpBcGtrWUhOd1pTdmlROVN1UWVfNWZKazlPU2JJSEZaSi0wZEp3ZFhycjJiUk5pdzQ4bVBtLU1sOFJ3Rjl1NEZtZjU3WXF3d1FlbXNiM0dCc3NTNFpv?oc=5" target="_blank">Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics</a>  <font color="#6f6f6f">Nature</font>

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Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization
The Association for the Advancement of Artificial Intelligenceworld

Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1ZcUhBOWhBbU5wUEZLOUpHb3ZyU1ZpdjV1ZU1yXzRNX3phWEItUTB2LWVER3Y3ekwxaV85a2hvRHIzWXlPVkxwX1dXTmhVYU14emJvMndFZ21vNllyVzZHYmJoYno?oc=5" target="_blank">Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update
The Association for the Advancement of Artificial Intelligencetech

Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBkOE84RjJkRURVTVpXSWx1Ml9qSVVneXdlTEVnd09DSGVqWmd1Uzl6ZzN0clVDMm1uaGNycERyQzdUQXVzNDVLWkxwU0VRS1FtUWxpVE9EUGEzYUhZMTEzNG1Ob2Q?oc=5" target="_blank">Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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