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HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection
Neural Information Processing Systems
Data serves as the fundamental basis for advancing deep learning.
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- Asia > China > Sichuan Province > Chengdu (0.04)
- Asia > Singapore (0.04)
- Asia > China > Hubei Province > Wuhan (0.04)
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- Information Technology > Security & Privacy (1.00)
- Health & Medicine (1.00)
- Banking & Finance (1.00)
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- Asia > Middle East > Jordan (0.04)
- Asia > China > Anhui Province > Hefei (0.04)
- South America > Argentina > Pampas > Buenos Aires F.D. > Buenos Aires (0.04)
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MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
Neural Information Processing Systems
Novel View Synthesis (NVS) and 3D generation have recently achieved prominent improvements.
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- Asia > Japan > Honshū > Chūbu > Ishikawa Prefecture > Kanazawa (0.04)
- Asia > Japan > Honshū > Chūbu > Nagano Prefecture > Nagano (0.04)
- South America > Brazil (0.04)
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- Research Report > Experimental Study (0.93)
- Research Report > New Finding (0.67)
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- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
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- Europe > Germany > Brandenburg > Potsdam (0.04)
- South America > Chile > Arica y Parinacota Region > Arica Province > Arica (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
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- Leisure & Entertainment > Sports (0.67)
- Transportation > Ground > Road (0.46)
Technology:
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
Kai Helli, David Schnurr, Noah Hollmann, Samuel Müller, Frank Hutter
Neural Information Processing Systems
Until now, no tabular method has consistently outperformed classical supervised learning, which ignores these shifts.
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- Europe > Middle East > Republic of Türkiye > Istanbul Province > Istanbul (0.04)
- Asia > Middle East > Republic of Türkiye > Istanbul Province > Istanbul (0.04)
- Oceania > Australia > New South Wales (0.04)
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- Health & Medicine > Therapeutic Area > Cardiology/Vascular Diseases (0.93)
- Banking & Finance (0.92)
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- Health & Medicine > Therapeutic Area > Endocrinology (0.68)
Technology:
Optimizing Intermediate Memory for Long Sequences Training
Neural Information Processing Systems
Meanwhile, Llama3 maintains its hidden size of 4k for inference efficiency.
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- Europe > Italy > Calabria > Catanzaro Province > Catanzaro (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > United States > California (0.04)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
Man Ho Lam 1 Eric John Li
Neural Information Processing Systems
Evaluating Large Language Models' (LLMs) anthropomorphic capabilities has
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- Asia > China > Hong Kong (0.04)
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- Oceania > New Zealand (0.04)
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- Research Report > New Finding (1.00)
- Research Report > Experimental Study > Negative Result (0.46)
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- Health & Medicine > Therapeutic Area > Psychiatry/Psychology > Mental Health (1.00)
- Law (0.67)
- Information Technology (0.67)
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- North America > United States (0.28)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.67)
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Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
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- Europe > Switzerland > Zürich > Zürich (0.14)
- South America > Brazil (0.04)
- North America > United States > Illinois > Champaign County > Urbana (0.04)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.93)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
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- North America > United States (0.14)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Cognitive Science (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.92)