huggingfaceHugging Faceあり2026-06-05
On the Geometry of On-Policy Distillation
On-policy distillation (OPD) is increasingly used to improve large language model reasoning, but its training
深層学習軽量化・量子化検出生成テキスト
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「supervised」の検索結果
14 件huggingfaceHugging Faceあり2026-06-05
SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating
Deep research agents have demonstrated remarkable capabilities in complex information-seeking tasks, yet this
深層学習Transformer強化学習
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- 技術検証・論文読解補助
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- Easy
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huggingfaceHugging Faceあり2026-06-05
Entropy as a Structural Prior: How a Log-Barrier on DiT Belief Space Drives Musical Diversity and Development
Confidence-based loss weighting is usually avoided in generative models because it accelerates errors when the
センサ/時系列自然言語処理ファインチューニング生成テキスト音声
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huggingfaceHugging Faceあり2026-06-04
Cosine Misleads: Auxiliary Losses Reshape Vision Language Models, Not Their Latents
Latent visual reasoning (LVR) inserts supervised latent tokens between perception and answer generation in vis
品質予測/異常検知コンピュータビジョンマルチモーダル生成画像テキスト
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huggingfaceHugging Faceあり2026-06-04
SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents
Persistent AI assistants, such as OpenClaw, accumulate large collections of related memories over long-term in
機械学習教師あり学習テキスト
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huggingfaceHugging Faceあり2026-06-04
Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation
Prior work has shown that large language models (LLMs) can translate unseen or low-resource languages by under
深層学習軽量化・量子化テキスト強化学習
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- 技術検証・論文読解補助
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- Easy
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huggingfaceHugging Faceあり2026-06-04
Unsupervised Skill Discovery for Agentic Data Analysis
Inference-time skill augmentation provides a lightweight way to improve data-analytic agents by injecting reus
品質予測/異常検知深層学習軽量化・量子化生成教師なし
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huggingfaceHugging Faceあり2026-06-02
A Cookbook of 3D Vision: Data, Learning Paradigms, and Application
3D vision has rapidly evolved, driven by increasingly diverse data representations, learning paradigms, and mo
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huggingfaceHugging Faceあり2026-06-02
MemTrain: Self-Supervised Context Memory Training
Memory is an indispensable capability for long-horizon LLM agents, enabling them to preserve and utilize infor
品質予測/異常検知自然言語処理大規模言語モデルテキスト自己教師強化学習
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huggingfaceHugging Faceあり2026-06-01
Quality-Guided Semi-Supervised Learning for Medical Image Segmentation
Training accurate medical image segmentation models requires large amounts of densely annotated data, which is
品質予測/異常検知コンピュータビジョンセグメンテーション画像教師あり半教師あり
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huggingfaceHugging Faceあり2026-05-31
Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher
Weak-to-strong generalization studies how to improve a strong student using supervision from a weaker teacher
機械学習教師あり学習
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huggingfaceHugging Faceあり2026-05-30
SDR: Set-Distance Rewards for Radiology Report Generation
Reinforcement learning with verifiable rewards has rapidly advanced reasoning in vision--language models. Howe
品質予測/異常検知深層学習Transformer生成テキスト強化学習
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huggingfaceGitHubありHugging Faceあり2026-05-30
Semi-Supervised Noise Adaptation: Transferring Knowledge from Noise Domain
Transfer learning aims to facilitate the learning of a target domain by transferring knowledge from a source d
説明可能自然言語処理RAG画像半教師あり
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huggingfaceHugging Faceあり2026-05-28
Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
Memory-augmented LLM agents tackle complex long-horizon tasks by recursively summarizing interaction trajector
品質予測/異常検知自然言語処理大規模言語モデルテキスト自己教師強化学習
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- 技術検証・論文読解補助
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- Easy
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