Oceania
Phase diagram of early training dynamics in deep networks: effect of the learning rate, depth, and width
Neural Information Processing Systems
Notably, we discover the opening up of a "sharpness reduction" phase,
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- Oceania > Australia > New South Wales > Sydney (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- Europe > Moldova (0.14)
- Asia > Middle East > UAE > Dubai Emirate > Dubai (0.05)
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- North America > United States > Washington > King County > Seattle (0.14)
- North America > United States > Maryland (0.04)
- Oceania > Australia > Victoria > Melbourne (0.04)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
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- North America > United States > California (0.04)
- Europe > Germany > Saarland > Saarbrücken (0.04)
- Oceania > Australia > South Australia > Adelaide (0.04)
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Trust Y our: Gradient-based Intervention Targeting for Causal Discovery
Neural Information Processing Systems
Often, observational data alone is not enough to uniquely identify a system's causal structure.
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
- Africa > Ethiopia > Addis Ababa > Addis Ababa (0.04)
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- Research Report > Experimental Study (0.67)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- South America > Paraguay > Asunción > Asunción (0.04)
- Oceania > Australia > New South Wales (0.04)
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9dc5accb1e4f4a9798eae145f2e4869b-Supplemental-Conference.pdf
Neural Information Processing Systems
Both challenges involve modeling long-term dependencies.
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- Research Report > New Finding (1.00)
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BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Subhro Roy 1 Sam Thomson 1 T ongfei Chen 1 Richard Shin 1
Neural Information Processing Systems
Our benchmark supports evaluation of language models using prompt-based learning as well as fine-tuning.
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- Europe > Ireland > Leinster > County Dublin > Dublin (0.04)
- Europe > Bulgaria > Sofia City Province > Sofia (0.04)
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Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration Longlin Y u
Neural Information Processing Systems
Moreover, given pre-trained score networks, HSIVI can be used to accelerate the sampling process of diffusion models with the score matching objective.
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- Asia > Middle East > Jordan (0.05)
- Oceania > Australia > New South Wales > Sydney (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > China > Beijing > Beijing (0.04)
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- Oceania > Australia > New South Wales > Sydney (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Japan > Honshū > Kantō > Tokyo Metropolis Prefecture > Tokyo (0.04)
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- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Data Science > Data Mining > Big Data (0.47)