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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Scaling Few-Shot Learning" (30 stories)

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Few-shot driven construction method of a large-scale light-trapped insect annotation data
Lead StoryEurekAlert! Science News Releasesgeneral
Sep 10

Few-shot driven construction method of a large-scale light-trapped insect annotation data

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTFBNT3pMRnVqT3Y3clBGU0JTVDQyZTdvenh5U1NXVW01d3JOem4xTUNTd2x4d2pXek9FekhlVUtRZFlocXhKbjVJZ3ZvRTJVSzhGWHVoQmZjOUJxTWR5?oc=5" target="_blank">Few-shot driven construction method of a large-scale light-trapped insect annotation data</a>  <font color="#6f6f6f">EurekAlert! Science News Releases</font>

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Search Results for "Scaling Few-Shot Learning"

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29 stories displayed
Scaling Few-Shot Learning for the Open World
The Association for the Advancement of Artificial Intelligenceworld

Scaling Few-Shot Learning for the Open World

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5QeUFPX1hvckJjRjU3NnFDZ1RzaWdPb2FWb3phamZpcXhiMXdRUGVuczVDWEtFNnQ5RGc2OExYM1VEWmtDMFZfYVpTUW9tRlJyZE5yN3ExUk50WGt0ek5MSkpnc0g?oc=5" target="_blank">Scaling Few-Shot Learning for the Open World</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Beyond Bigger Models: Why Smarter Scaling Will Define the Future of AI
TheWire.intech

Beyond Bigger Models: Why Smarter Scaling Will Define the Future of AI

<a href="https://news.google.com/rss/articles/CBMipgFBVV95cUxQVExMT2pLM3ZLMFpzWEJsNEFRMEJYelRrczAxbzdpb2c0c1JPRjBHeFpMN243a1ZBZ3IyYnY3RGV1RjlBekktOVR2UEhrUEZOVjVOaUxDc0s2V1JVMzk1aDZaeTlMSjBPaE1wZnhNS3NJYzJTTVFCVGZqX2NpdzNxV0E1blRKTkhuV21xZ0VyNlBmUkZQN1h4VHRvcm01VjFSSzNUOFNR0gGrAUFVX3lxTE5kN0NsNGRfM3hBR2ZqZmpmYUFyTXBDb0xhZGZLeGZCVHVKSWxmVEI3Skg1QTRjeDdNcEJyWWJHYmtGOHVaMm9LRGRBdi1Xc3V5c2NJNHZOeDJnb2V2cnBWY0UyeDAwN1IxZll4bXJWVU9fWFhYZERBZ2xmQjZiaFJwNmh4YlZya0pLb3dweUFqN3E1TGRwSTdRTmxFX0VyVGtpSGdqYmx0YXFiUQ?oc=5" target="_blank">Beyond Bigger Models: Why Smarter Scaling Will Define the Future of AI</a>  <font color="#6f6f6f">TheWire.in</font>

Meta-learning for few-shot open task recognition - Scientific Reports
Naturegeneral

Meta-learning for few-shot open task recognition - Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBYeDFMRUhGTFVybjhnbmhYRXl2dlJFUDJjNXBuQlJpZDZtZEFTenNsY1EweXUtLURxQTBpT1Exc2pnRlBMckg5OWZtMkY1SUZtOXhWWFRfSHJpeEExNEpV?oc=5" target="_blank">Meta-learning for few-shot open task recognition - Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa
Science Partner Journalstech

Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa

<a href="https://news.google.com/rss/articles/CBMiZ0FVX3lxTE9PUTllX2VDbWVYSFJxNmI4ZzVCZGNsZ2VfQTF2UHZPOGU2Ul9pWEtONWFVV1lBUU4xSmVMRWxyeUJpcF9fTkRWT3ZBWG9PLVZ5TDdxVmVYN0h5djNlTm9iQjR4THIzbTA?oc=5" target="_blank">Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa</a>  <font color="#6f6f6f">Science Partner Journals</font>

Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention
The Association for the Advancement of Artificial Intelligenceworld

Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBrcHUteklHakMyOEVHODVtSF8wQndHaXNDcC0xT194bEt5djg2SlVnOTh0eDhqVlREdU5EZlEyMk9GMjctbUtBdVRRRWgwYWI4RlRvU2pNakU2ZlpRbWZJODFYX0I?oc=5" target="_blank">Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrou
Google Researchpolitics

Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrou

<a href="https://news.google.com/rss/articles/CBMivgFBVV95cUxOa2RzVTlxclcyQ3RYVWo4cTJSdG04cC1PS0tnLU5WQ25SckI3R25ZWExCWXNjeks3Yy1oQ2xKZ0l6cm5SVkRtdTA0cXY4dVRsNWRYN0VNVXpKcVV0d3FSX3V3dTNqRjMyWTU1U21tbjZKY1lUc2NuT3RZbzBiX3NQUGxXWDQtQ0V0dnhFcUhfLVFpRml5T1BjOHNvbkdackUxV2Y4ZHlXQ2plZFBZSVV0NGVUbDBYNnBSLUk3OXNB?oc=5" target="_blank">Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrou</a>  <font color="#6f6f6f">Google Research</font>

Mimo-audio Enables Few-Shot Learning For Audio Tasks
Quantum Zeitgeistgeneral

Mimo-audio Enables Few-Shot Learning For Audio Tasks

<a href="https://news.google.com/rss/articles/CBMidEFVX3lxTE5qaFpMSEh4Wm1LRnZUT3p3dWpuazVyV0t1UHNlaEhSOU1xUkFpV0FGcVlvOVlLbFVBWER3NkxITmNNQm0zMkNwYl85MmZCbTNfZ3E4U1ZtTlhTLXJZUng4Y2VfU3haYkExc3N3RGpYNlo5bE1r?oc=5" target="_blank">Mimo-audio Enables Few-Shot Learning For Audio Tasks</a>  <font color="#6f6f6f">Quantum Zeitgeist</font>

Text-guided few-shot liver and tumor segmentation
Frontiersgeneral

Text-guided few-shot liver and tumor segmentation

<a href="https://news.google.com/rss/articles/CBMilwFBVV95cUxOT2RlV3BSd3JSWEl6d1FyTmhjTFZ4N1NCNk1saVptRVE3R3FwdDRiUVlNcGVJbV83bU5EcXV4QjlYTURDa3gwUHdEQXpVcF9TUUpWQm5WNE5URmZ3c0J4blRFNktSODN3YW9vSmtWNHQ0QkNNX1hNZTR5LTA0UTFNblYzdGVyZkN4LUtvSlNsc3Y4WUdCUGJN?oc=5" target="_blank">Text-guided few-shot liver and tumor segmentation</a>  <font color="#6f6f6f">Frontiers</font>

Scaling and quantization of large-scale foundation model enables resource-efficient predictions in network biology
Natureworld

Scaling and quantization of large-scale foundation model enables resource-efficient predictions in network biology

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBwYk5lNFFTU0I1amZ2Nzk2SWtXdGRhUTZGdHZzQ1NrZkJqbk4yOVpZTWNEVzlIVGN3bVlhNnkzb1B6eU1zbmlEc05QZnBGSDRRQ0tqdUw0bHlWaXJtRW9n?oc=5" target="_blank">Scaling and quantization of large-scale foundation model enables resource-efficient predictions in network biology</a>  <font color="#6f6f6f">Nature</font>

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning
The Association for the Advancement of Artificial Intelligenceworld

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBEcmhZenA5UThUdHpUaTQ1YXJHOTRXVVM4dmxaamIxUTZZZHRvS1YxcVJ2MXdWUnpUa1BiZk4wX0NScUN3QmdwNzJ4Q3lpSnFNUF9BbUZyOVppTlhNZnB3NE85dHg?oc=5" target="_blank">Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

A few-shot oil spill segmentation network guided by multi-scale feature similarity modeling
Frontiersgeneral

A few-shot oil spill segmentation network guided by multi-scale feature similarity modeling

<a href="https://news.google.com/rss/articles/CBMilwFBVV95cUxOc09zVk5SVWJBMHJDVXdpVHpNZUFza3ZhNlBEUGZhczZWUEs2UzB1bVhqU0dmQUNtakRnZmNIcnVuSWZld0JuZ1RMLUVCaWRGdmcwVGYteFRwQm9uQ2VuZEhCS3JJTEVLdlM3WXFMR0puMFJ2NlRSQnRoc0NsMDRKc2FCUU42QXo4NHFFOERJSVUyYUFVcmRN?oc=5" target="_blank">A few-shot oil spill segmentation network guided by multi-scale feature similarity modeling</a>  <font color="#6f6f6f">Frontiers</font>

N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning
Naturegeneral

N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1SekFKc1hFa0oxRW0wVndzVjNrUmFPdXBuSTNsQ2hjMmZqa3BDZlN4SlQ5VGhOTGZZWkcycjJhYjdraUFoeHlrLXJMR01JZlJJd095SlV1LWpSaER5amF3?oc=5" target="_blank">N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning</a>  <font color="#6f6f6f">Nature</font>

Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners
The Association for the Advancement of Artificial Intelligencegeneral

Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1NVDRIYlp3Tlp5X0o3c2R4VU5EcWFGSFNmNUtqcVlQMTltUW1sdG5TdzF5LS02TmdIOUFZZFFsQ05rVFNTRFltTTJwZmUtbVF2eUtuSTZibHBLUC1JSllUMHRBU20?oc=5" target="_blank">Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Towards cross-domain few-shot modulation classification: a feature transformation graph neural network approach
Naturetech

Towards cross-domain few-shot modulation classification: a feature transformation graph neural network approach

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE42Y0FKMlptQ2JtdWtHX2c2bzRNYUtxcnlHdWJSaE5VVGU1V2tkTUwtUnZ3blJwQ0hGMGFHOWtwYVUyWDhRVzZDcXJnWDROUUJ3enNwSE5fclZsUm1NanBR?oc=5" target="_blank">Towards cross-domain few-shot modulation classification: a feature transformation graph neural network approach</a>  <font color="#6f6f6f">Nature</font>

Vol. 38 No. 12: AAAI-24 Technical Tracks 12
The Association for the Advancement of Artificial Intelligencetech

Vol. 38 No. 12: AAAI-24 Technical Tracks 12

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1nRjJLbmJUeHNReUdsTmp3LXpidlh3emdocWg0Z1I5Q0FDcXAyTWljcnlpU0E3MDF6YWFydU1rU3J5WUhnTFE2R2c5dTc1N0NxT2tNaldGWktpakd6TV9V?oc=5" target="_blank">Vol. 38 No. 12: AAAI-24 Technical Tracks 12</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Transductive meta-learning with enhanced feature ensemble for few-shot semantic segmentation | Scientific Reports
Naturegeneral

Transductive meta-learning with enhanced feature ensemble for few-shot semantic segmentation | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5LajQxZjNrcEtQYTdyamxGRlV2YVZJMlB4TzNhWlJzVU1EenRPMnhFRDBRcjU5T0tYMHd5UUdDNEJFNFlST3NhUDQ3MzlVUjNidm5ucEk5TkVNNl9tWllr?oc=5" target="_blank">Transductive meta-learning with enhanced feature ensemble for few-shot semantic segmentation | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Class-incremental few-shot underwater object detection framework
Natureworld

Class-incremental few-shot underwater object detection framework

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0yQ0diSkVBX0YwU0pHNVBEUjc5ZkJPWWpzMi1rTk9Zb2lOU3g5MXd3LWFmNm5SelUwMjB5LUdMRGkzdU5XYVNkWmtDaTVId2UtS2hwQmZ2YUt5SEktTFUw?oc=5" target="_blank">Class-incremental few-shot underwater object detection framework</a>  <font color="#6f6f6f">Nature</font>

Flora: Effortless Context Construction to Arbitrary Length and Scale
The Association for the Advancement of Artificial Intelligencegeneral

Flora: Effortless Context Construction to Arbitrary Length and Scale

<a href="https://news.google.com/rss/articles/CBMibEFVX3lxTE8xQWktTUZNcUF5YWx2aXYxa2lDUEJaaVhybW1YVHN6MjNWRmZPdWFHR3dzY1lfNTRkZ0VQOGNYcVdjdG9fUTRFZDNhNHJuUXA1TFFTNlJwaVo4cWQxSXlpOUhnVGNOZk4tRkxfOQ?oc=5" target="_blank">Flora: Effortless Context Construction to Arbitrary Length and Scale</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

A multi scale spatial attention based zero shot learning framework for low light image enhancement
Naturegeneral

A multi scale spatial attention based zero shot learning framework for low light image enhancement

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8wSkJlT2VQWkNXVWxOVkxzeDdQVm96Q1MzaDlYLTE5ZkVpd3FxSGhaWWp4SDAxYnliMXlCbUptc2NiUnhoT2p4TVZkVktZbEZ2OTZnQ3E0N1VwdXREdFAw?oc=5" target="_blank">A multi scale spatial attention based zero shot learning framework for low light image enhancement</a>  <font color="#6f6f6f">Nature</font>

Few-shot object detection for pest insects via features aggregation and contrastive learning
Frontiersgeneral

Few-shot object detection for pest insects via features aggregation and contrastive learning

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxPTkZaMmZRc3BhSFVTZU1oV0pRN1ZmRF9OdDV1cVRjeEZVMUU3X3R5NkRzYlBVME1wanl1ejNHYTdtc25oTUNpdV8wZ0VrMzRhUFE0TENkd1FzcTVSRi1LOUk3MmlmcDhMTDdaTDBQN3R0NTBjeC15RzJ5UkVuMkRKS1d3ckEyTjFVWE1KczFoWlduVnFK?oc=5" target="_blank">Few-shot object detection for pest insects via features aggregation and contrastive learning</a>  <font color="#6f6f6f">Frontiers</font>

Research on few-shot fault diagnosis and feature extraction mechanism based on ADPCW-ELCNN
Naturegeneral

Research on few-shot fault diagnosis and feature extraction mechanism based on ADPCW-ELCNN

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ELWNDWk4wbmFudUFYSmhFaXFLSlYzd25mT2tjRmJYUjc3N21aLTA3VW41Q05IN25vZmNkQ0FKQm11Z19KQVM3YlFfSjRTOWZjbDl5aUYzY1ViS2ktcWlv?oc=5" target="_blank">Research on few-shot fault diagnosis and feature extraction mechanism based on ADPCW-ELCNN</a>  <font color="#6f6f6f">Nature</font>

Scaling In-Context Online Learning Capability of LLMs via Cross-Episode Meta-RL
alphaXivgeneral

Scaling In-Context Online Learning Capability of LLMs via Cross-Episode Meta-RL

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFBucmdXTF9BUVV5N2VheDQ4RGtDY0QwNVJoNkFHOVNwTU9rTThzVTl5Rk1JclpvYTdJcl9iNTF6X1ppSVpqTmFULXdPbHZRYUpt?oc=5" target="_blank">Scaling In-Context Online Learning Capability of LLMs via Cross-Episode Meta-RL</a>  <font color="#6f6f6f">alphaXiv</font>

Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
Apple Machine Learning Researchgeneral

Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models

<a href="https://news.google.com/rss/articles/CBMidkFVX3lxTE5YY2UxUUx0MEtabk1DOGNmVGJjY2lKRmlkdGVBaDc4Q0hfTmpLb3JWWUZpSGhYa3ZGTk00dFRzaXRTSEg1enN3RXhmbHhFXzhsd1lqSlhGa3JPdkF6UGlxMkkyU25IVkZ5YVptX3Z1UDJ1Y3hhZnc?oc=5" target="_blank">Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models</a>  <font color="#6f6f6f">Apple Machine Learning Research</font>

Integrating deformable CNN and attention mechanism into multi-scale graph neural network for few-shot image classification
Naturegeneral

Integrating deformable CNN and attention mechanism into multi-scale graph neural network for few-shot image classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9lYldrTjc4UGJhamJvNktGMWF2c3BRZDhWUEwtNFlITEkzZ28xV2cyWjNLZ3BqTXlyVlI5SjlMam9RRlM2RTE2VnBLSnc2eDNkZFVoN0lvMDdRN0czV2NF?oc=5" target="_blank">Integrating deformable CNN and attention mechanism into multi-scale graph neural network for few-shot image classification</a>  <font color="#6f6f6f">Nature</font>

Meta CLIP 2: A Worldwide Scaling Recipe
alphaXivworld

Meta CLIP 2: A Worldwide Scaling Recipe

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFBiY25hand6a1B3VDBZZV9mWFI3b0NwVkc1cGxSS2psXzhLYUVwZE1GVzJfQTdBM2FHNXRjWmdfRFo5LXBnOFRPTVNHQmQyYnh6?oc=5" target="_blank">Meta CLIP 2: A Worldwide Scaling Recipe</a>  <font color="#6f6f6f">alphaXiv</font>

In-context learning enables multimodal large language models to classify cancer pathology images
Naturegeneral

In-context learning enables multimodal large language models to classify cancer pathology images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE51VWFKTzFUZ21oeTBqUkNNRzZNeGU2alhreWFUMDIzRjBCWjlHbC1FRUpxcC1CMlZ6WHpjLWx2S1o1VWo3WnpyZTEyNGpSZTB0WFNmNW0yMDEwd1dpUnEw?oc=5" target="_blank">In-context learning enables multimodal large language models to classify cancer pathology images</a>  <font color="#6f6f6f">Nature</font>

Benchmarking the geographic generalization of deep learning models for precipitation downscaling
Naturegeneral

Benchmarking the geographic generalization of deep learning models for precipitation downscaling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5vRGs2U0E5RzlmZjBFLVVLZ2lpclF3ZktNQnlKa0lwV2lhT1B3akVIX3hpaXNveTRTZ2JycnN3NGtKSW1qaG1sUXFvTlhWdlUyNmtWd1JoWi1aeWo5TmFz?oc=5" target="_blank">Benchmarking the geographic generalization of deep learning models for precipitation downscaling</a>  <font color="#6f6f6f">Nature</font>

A simple model for Behavioral Time Scale Synaptic Plasticity (BTSP) provides content addressable memory with binary synapses and one-shot learning
Naturegeneral

A simple model for Behavioral Time Scale Synaptic Plasticity (BTSP) provides content addressable memory with binary synapses and one-shot learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9RY0Q5aXlYcFJRM2w5OTUteVpiQ3FTZ0tLajlEVnRFTlB2dE1DbGRpSkxYTFFGWG40SHo1blVSUU5lU2NPNW5GSlY1RngxZHZseDVYd085TFRqaDktVXpB?oc=5" target="_blank">A simple model for Behavioral Time Scale Synaptic Plasticity (BTSP) provides content addressable memory with binary synapses and one-shot learning</a>  <font color="#6f6f6f">Nature</font>

Towards generalist foundation model for radiology by leveraging web-scale 2D&3D medical data
Natureworld

Towards generalist foundation model for radiology by leveraging web-scale 2D&3D medical data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8tc2NIZFNDM1dXVWpJVzJtYlNMZ2hVV2UydlhTWnN5MWY0eV9vMjY4ZnJ3LUpvQjBJVVdJZjRYRFpEOWh1X3dTbV9ZVDZVR2xWaXlzdUlBd1o0REZfWk1F?oc=5" target="_blank">Towards generalist foundation model for radiology by leveraging web-scale 2D&3D medical data</a>  <font color="#6f6f6f">Nature</font>