· ai
[Paper] LEAD: Minimizing Learner-Expert Asymmetry in End-to-End Driving
Simulators can generate virtually unlimited driving data, yet imitation learning policies in simulation still struggle to achieve robust closed-loop performance...
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[Paper] Shallow Neural Networks Learn Low-Degree Spherical Polynomials with Learnable Channel Attention
We study the problem of learning a low-degree spherical polynomial of degree ell_0 = Θ(1) ge 1 defined on the unit sphere in RR^d by training an over-parameteri...
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[Paper] Advancing Multimodal Teacher Sentiment Analysis:The Large-Scale T-MED Dataset & The Effective AAM-TSA Model
Teachers' emotional states are critical in educational scenarios, profoundly impacting teaching efficacy, student engagement, and learning achievements. However...
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✨ Starting 2026 with a builder’s mindset ✨
How to participate - 📌 Follow the 21 Days of Building a Small Language Model series - 📌 If you’ve learned anything from it so far - 📌 Create a post sharing...
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[Paper] SweRank+: Multilingual, Multi-Turn Code Ranking for Software Issue Localization
Maintaining large-scale, multilingual codebases hinges on accurately localizing issues, which requires mapping natural-language error descriptions to the releva...
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[Paper] Generative Digital Twins: Vision-Language Simulation Models for Executable Industrial Systems
We propose a Vision-Language Simulation Model (VLSM) that unifies visual and textual understanding to synthesize executable FlexScript from layout sketches and ...
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[Paper] Identifying Appropriately-Sized Services with Deep Reinforcement Learning
Service-based architecture (SBA) has gained attention in industry and academia as a means to modernize legacy systems. It refers to a design style that enables ...
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[Paper] Clust-PSI-PFL: A Population Stability Index Approach for Clustered Non-IID Personalized Federated Learning
Federated learning (FL) supports privacy-preserving, decentralized machine learning (ML) model training by keeping data on client devices. However, non-independ...
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𝗩𝗼𝗶𝗰𝗲 𝗔𝗜: 𝗧𝗧𝗦 - 𝗚𝗶𝘃𝗶𝗻𝗴 𝗬𝗼𝘂𝗿 𝗔𝗜 𝗮 𝗩𝗼𝗶𝗰𝗲
The Transformation Input: “Great news! Your flight to Paris is confirmed.” Output: audio waveform !TTShttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2...
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The Great AI Convergence: PyTorch vs. TensorFlow in 2026
PyTorch vs. TensorFlow – Which Is Right for Your Workflow? Source: PyTorch vs. TensorFlow Enterprise Guidehttps://www.netcomlearning.com/blog/pytorch-vs-tensor...
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[Paper] Toward Explaining Large Language Models in Software Engineering Tasks
Recent progress in Large Language Models (LLMs) has substantially advanced the automation of software engineering (SE) tasks, enabling complex activities such a...
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[Paper] Memory as Resonance: A Biomimetic Architecture for Infinite Context Memory on Ergodic Phonetic Manifolds
The memory of contemporary Large Language Models is bound by a physical paradox: as they learn, they fill up. The linear accumulation (O(N)) of Key-Value states...