AI feed
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self-supervised
20 articles mention this topic.
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21 Sep 2026
Object discovery and representation networks - arXiv
Abstract. The promise of self-supervised learning (SSL) is to leverage large amounts of unlabeled data to solve complex tasks.
arxiv.org ↗ -
19 Sep 2026
SSL-R1: Self-Supervised Visual Reinforcement Learning for Multimodal LLM Reasoning
Reinforcement learning (RL) with verifiable rewards (RLVR) has demonstrated the great potential of enhancing the reasoning abilities in multimodal ...
research.google ↗ -
19 Sep 2026
SSL-R1: Self-Supervised Visual Reinforcement Learning for Multimodal LLM Reasoning
Reinforcement learning (RL) with verifiable rewards (RLVR) has demonstrated the great potential of enhancing the reasoning abilities in multimodal ...
research.google ↗ -
19 Sep 2026
SSL-R1: Self-Supervised Visual Reinforcement Learning for Multimodal LLM Reasoning
... large language models (MLLMs). However, the reliance on language-centric priors and expensive manual annotations prevents MLLMs' intrinsic visual ...
research.google ↗ -
19 Sep 2026
SSL-R1: Self-Supervised Visual Reinforcement Learning for Multimodal LLM Reasoning
... multimodal large language models (MLLMs). ... Explore our other initiatives. Google AI. Discover how Google AI is committed to enriching knowledge and ...
research.google ↗ -
16 Sep 2026
Vanishing Spectrometers: How Near-Infrared Instrumentation Got Small, Smart, and Everywhere
A related development applies self-supervised deep learning to markedly ... Advancing Near-Infrared Spectroscopy and Machine Learning for Personalized ...
www.spectroscopyonline.com ↗ -
11 Sep 2026
Dual-domain self-supervised feature alignment via spectral–spatial representation learning ...
These descriptors are predicted from the fused spatial–frequency embedding, encouraging the model to learn manipulation-sensitive representations in ...
journals.plos.org ↗ -
09 Sep 2026
Resolution-dependent self-supervised transfer in chest radiograph classification - Nature
Self-supervised learning (SSL) has improved visual representation learning, but its value in chest radiography remains uncertain.
www.nature.com ↗ -
08 Sep 2026
scGSI: Graph-guided self-supervised integration of paired single-cell multi-omics
The goal of scGSI is to learn a shared low-dimensional representation in which the two modalities of the same cell are accurately aligned, while ...
journals.plos.org ↗ -
01 Sep 2026
Construction of self-supervised learning models for educational scenarios based on data ...
The framework integrates masked educational interaction reconstruction, contrastive representation learning, temporal interaction-gap modeling, and ...
www.nature.com ↗ -
29 Aug 2026
Mental bootstrapping enables human-level concept learning in self-supervised deep models
humans construct complex concepts by bootstrapping from primitive representations through autonomous self- learning cycles and memory caching/reuse ...
www.science.org ↗ -
29 Aug 2026
Mental bootstrapping enables human-level concept learning in self-supervised deep models
... Learning Representations (ICLR, 2021). Google ... Bengio, A. Courville, P. Vincent, Representation learning: A review and new perspectives.
www.science.org ↗ -
28 Aug 2026
Mental bootstrapping enables human-level concept learning in self-supervised deep models
The same abstract concepts can be represented by different visual objects, and the same object can represent different abstract concepts in different ...
www.science.org ↗ -
26 Aug 2026
Interpretable Video Summarization Combines Self-Supervised Contrastive and - Bioengineer.org
... representation level of a reinforcement-learning framework. That ... Contrastive learning supplies representations designed to be less fragile; ...
bioengineer.org ↗ -
25 Aug 2026
Motor imagery classification in heterogeneous settings for brain-computer interface applications
In recent years, DL and self-supervised approaches have significantly advanced EEG representation learning and cross-dataset generalization ...
www.sciencedirect.com ↗ -
22 Aug 2026
Enhancing self-supervised representation learning through lightweight learnable data augmentation
... Learning Machines (ELM) for self-supervised visual representation learning. The proposed module predicts image-dependent transformation parameters ...
www.nature.com ↗ -
20 Aug 2026
Self-Supervised Representation Learning for Cold-Start Weekly Demand Forecasting
Self-supervised learning (SSL) has been proposed as a way to learn transferable representations before supervised forecasting. This study evaluates ...
papers.ssrn.com ↗ -
17 Aug 2026
SleepFM: Decoding Systemic Physiology Through Multimodal Sleep Representations
The foundational technical advance of SleepFM is its self-supervised pre training objective: Leave One Out Contrastive Learning (LOO-CL). Traditional ...
www.healthcare.digital ↗ -
14 Aug 2026
From Biosignals to Health Insights: Samsung Research's Work on Health Foundation Models
HiMAE is a self-supervised learning model that learns representation from wearable data across multiple time scales. It uses multiple encoders to ...
www.samsungmobilepress.com ↗ -
11 Aug 2026
CoSP: Reconfigurable Metamaterial Inverse Design via Contrastive Pretrained Large ...
Contrastive learning [30-32] is a self-supervised representation learning ... learning unified representations across the multiple states of RMMs ...
advanced.onlinelibrary.wiley.com ↗
Where this comes from
Artificial Intelligence — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/1990879549…
Agentic AI — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/4849751788…
AI Agents — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/4849751788…
Data Science — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/4836803184…
Large Language Model — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/8510459957…
Machine Learning — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/4836803184…
Deep Learning — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/1643871049…
LLMs Alignment — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/5121641697…
AI Alignment — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/1764885284…
Representation Learning — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/1758013403…
Reinforcement Learning — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/1720175169…
Generative AI — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/7811591585…
Multimodal AI — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/9568555102…
Mechanistic Interpretability — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/8541059511…
RLHF — Google
https://www.google.co.in/alerts/feeds/05832220720342067762/7811591585…
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