modeling

"Hitem3D 2.0 proves that AI 3D foundation models have evolved beyond the realm of experimental prototypes into industrial engines."

"Our method reduces bias word recognition errors by 16.3% compared to baseline systems, including on out-of-domain data."

"I want to investigate this by using NLP to describe the incidents, then describe the observations, and see if there is a difference in content."

"Because Keirin is a group battle based on temporary teams (lines) tied by factors like hometown, you cannot predict it without parameterizing 'loyalty, human emotion, and unspoken understandings'."

"LLMの演算は高次元ベクトル空間における非線形変換の反復です。自己回帰的な生成方式では直前の出力が次の入力となるため、微小な不確定要素が累積し、終着点の予測は不可能になります。"

"I would like to apply my自制 horse racing prediction model to the G1 races over the next year and verify its performance."

"それぞれの役割は次のように整理できます。 AI：知的行動を実現する「目的」 モデリング：現実世界を表現する「前提」 統計：不確実性の中で正しさを定義する「理論」 機械学習：モデルを最適化する「計算手段」"

"I built two mini projects today... Students marks prediction based on no. of hours studied. Student pass/fail predictor based on no. of hours studied."

"We present Phase-Associative Memory (PAM), a recurrent sequence model in which all representations are complex-valued, associations accumulate in a matrix state $S_{t}$ via outer products, and retrieval operates through the conjugate inner product."

"I designed the SUT-XR (External Rating Framework) to solve this problem by reversing the thinking: creating a layer to evaluate AI explanations from the outside, rather than improving the AI internally."

"A central component of the proposed framework consists of Scientific Machine Learning, particularly Physics-Informed Neural Networks (PINNs), which incorporate physical laws into deep learning models."

"When starting to pilot Generative AI, management will inevitably ask for numbers: how much profit will be gained and what cost savings can be achieved. However, in reality, the effects and costs are often scattered, making it difficult to see the whole picture and easy to stop the trial calculation."

"The author built an investment judgment engine for Japanese stocks with Claude (AI)."

"We team is making 3D Large Language Models and can generate 3D models with text or pictures."

"PAL is 'Program-aided Language Modeling', employing a two-stage approach: a thought phase where the LLM understands the problem and generates program code as a solution, and an execution phase where the generated code is executed in an actual programming environment."

"The STAINet-ILB performed the best, achieving o"

"A company pursuing 'aggressive modeling scenarios' with AI can anticipate 10% growth."

"I'm interested in doing both practical ML engineering with little linguistic knowledge as well as researching both the potential of linguistic methods to build better/more efficient models and the use of ML alongside more traditional linguistic techniques to analyze languages themselves (typology, syntax, morphology etc)."

"Extensive empirical results show that our model consistently outperforms conventional SDE-BNNs across various tasks, including image classification and sequence modeling, achieving lower NFEs and improved predictive accuracy."

"We introduce EnterpriseArena, the first benchmark for evaluating agents on long-horizon enterprise resource allocation."

"Signal processing and data analysis are, in essence, tackling a shared problem: 'extracting structure from data'."

"“闪铸能否凭借多头打印机Creator 5系列，重回FDM 3D打印机主流阵营，是今年最值得关注的看点之一。”"

"Ultimately what matters is you succeed in the lab, and nature doesn’t care about how hyped a model is."

"I want to skill up and, because AI is the future, and it is very important for me to learn AI and how to integrate it in my workflow, so for that, if someone can guide me and answer my queries, that would be so good."

"Our framework trains a transformer-based architecture that remains valid across a combinatorial number of structurally similar models, allowing for changing data types, parameters, design matrices, and sample sizes."

"In the research, HiF-VLA does not simply rely on historical images or future image prediction, but rather uses 'motion' as the core expression of time information, allowing the model to simultaneously model past changes, current state, and future trends, thereby achieving more stable continuous decision-making."

"I very much look forward to AI bringing many new, from-zero-to-one game types this year."

"renue's Drawing Agent converts 2D drawings into 3D models, with the goal of accurately creating 3D models from CAD data."

"How do you go from an intuitive idea to a theoretical justification?"