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4261
Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment
Publicado 2024Tabla de Contenidos: “…, that efficiently bridges these gaps between various text types, such as programming code and pseudocode, or English…”
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4262
Multipartite entanglement structures in quantum stabilizer states
Publicado 2024Tabla de Contenidos: “… stabilizer states. Our algorithm graphically organizes the many-body correlations in a hierarchical structure…”
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4263
TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations
Publicado 2024Tabla de Contenidos: “…, algorithmic, and general) and then applies tailored methods to generate human-interpretable transformation…”
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4264
Exact Verification of First-Order Methods via Mixed-Integer Linear Programming
Publicado 2024Tabla de Contenidos: “… formulations of the constraints representing the algorithm iterations. To improve the scalability, we develop a…”
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4265
Gradient-based Trajectory Optimization with Parallelized Differentiable Traffic Simulation
Publicado 2024Tabla de Contenidos: “… laws. We validate our simulator and algorithm on several datasets including NGSIM and Waymo Open…”
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4266
Generalising Battery Control in Net-Zero Buildings via Personalised Federated RL
Publicado 2024Tabla de Contenidos: “… collaborative and privacy-preserving framework. We evaluated two common RL algorithms (PPO and TRPO…”
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4267
ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction
Publicado 2025Tabla de Contenidos: “… state-of-the-art algorithms on five public TCGA datasets, including BLCA, BRCA, GBMLGG, LUAD, and UCEC…”
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4268
Exact characterization of ε-Safe Decision Regions for exponential family distributions and Multi Cost SVM approximation
Publicado 2025Tabla de Contenidos: “… algorithm that approximates the safe region and is also able to handle unbalanced data. The research…”
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4269
Unlocking the power of global quantum gates with machine learning
Publicado 2025Tabla de Contenidos: “… the capabilities of global quantum operations for algorithm implementations is highly challenging, as directly…”
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4270
LTLCodeGen: Code Generation of Syntactically Correct Temporal Logic for Robot Task Planning
Publicado 2025Tabla de Contenidos: “… algorithm to generate a collision-free robot path that satisfies the natural language instructions. Our main…”
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4271
PairVDN - Pair-wise Decomposed Value Functions
Publicado 2025Tabla de Contenidos: “… algorithm. Our method enables the representation of value functions which cannot be expressed as a monotonic…”
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4272
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Publicado 2025Tabla de Contenidos: “… that includes an efficient training algorithm, estimators of gradient variance, and data-driven noise schedules…”
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4273
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks
Publicado 2025Tabla de Contenidos: “… suffer from computational inefficiency on large datasets. We introduce RTD-Lite, a scalable algorithm…”
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4274
When Astronomy Meets AI: Manazel For Crescent Visibility Prediction in Morocco
Publicado 2025Tabla de Contenidos: “…, cultural, and administrative purposes. Manazel (The code and datasets are available at https://github.com…”
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4275
ZClip: Adaptive Spike Mitigation for LLM Pre-Training
Publicado 2025Tabla de Contenidos: “…, an adaptive gradient clipping algorithm that dynamically adjusts the clipping threshold based on statistical…”
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4276
Unifying Autoregressive and Diffusion-Based Sequence Generation
Publicado 2025Tabla de Contenidos: “… a novel inference algorithm that leverages this new feature in a simplified context inspired from…”
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4277
On the Temporal Question-Answering Capabilities of Large Language Models Over Anonymized Data
Publicado 2025Tabla de Contenidos: “… seventeen common temporal reasoning tasks in natural language, focusing on their algorithmic components…”
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4278
Efficient Formal Verification of Quantum Error Correcting Programs
Publicado 2025Tabla de Contenidos: “… by SMT solvers, and for non-Pauli errors, we provide a heuristic algorithm. We formalize the proposed…”
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4279
Towards Stepwise Domain Knowledge-Driven Reasoning Optimization and Reflection Improvement
Publicado 2025Tabla de Contenidos: “… reasoning tasks such as coding and math, with the help of Monte Carlo Tree Search (MCTS). However, its…”
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4280
Generation of Musical Timbres using a Text-Guided Diffusion Model
Publicado 2025Tabla de Contenidos: “… for subsequently running a phase retrieval algorithm, as related methods do. Audio examples, source code, and a…”
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