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575,626 papers

Working Document -- Formalising Software Requirements with Large Language Models

Arshad Beg, Diarmuid O'Donoghue, Rosemary Monahan

2025-06-17
Paper
Object-Centric Neuro-Argumentative Learning

Abdul Rahman Jacob, Avinash Kori, Emanuele De Angelis, Ben Glocker, Maurizio Proietti et al.

2025-06-17Deep Learning
PaperCode
Aligning Evaluation with Clinical Priorities: Calibration, Label Shift, and Error Costs

Gerardo A. Flores, Alyssa H. Smith, Julia A. Fukuyama, Ashia C. Wilson

2025-06-17Management
Paper
Complete Characterization for Adjustment in Summary Causal Graphs of Time Series

Clément Yvernes, Emilie Devijver, Eric Gaussier

2025-06-17Time Series
Paper
Sharp Generalization Bounds for Foundation Models with Asymmetric Randomized Low-Rank Adapters

Anastasis Kratsios, Tin Sum Cheng, Aurelien Lucchi, Haitz Sáez de Ocáriz Borde

2025-06-17parameter-efficient fine-tuning
Paper
Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks

Fabien Bernier, Maxime Cordy, Yves Le Traon

2025-06-17Time Series Forecasting
PaperCode
A Scalable Hybrid Training Approach for Recurrent Spiking Neural Networks

Maximilian Baronig, Yeganeh Bahariasl, Ozan Özdenizci, Robert Legenstein

2025-06-17
PaperCode
Hamiltonian Formalism for Comparing Quantum and Classical Intelligence

Elija Perrier

2025-06-17
Paper
sHGCN: Simplified hyperbolic graph convolutional neural networks

Pol Arévalo, Alexis Molina, Álvaro Ciudad

2025-06-17
PaperCode
Is Selection All You Need in Differential Evolution?

Tomofumi Kitamura, Alex Fukunaga

2025-06-17All
Paper
HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control

Yaqiao Zhu, Hongkai Wen, Geyong Min, Man Luo

2025-06-17Hierarchical Reinforcement LearningReinforcement Learningreinforcement-learning
Paper
ResNets Are Deeper Than You Think

Christian H. X. Ali Mehmeti-Göpel, Michael Wand

2025-06-17
Paper
IntelliLung: Advancing Safe Mechanical Ventilation using Offline RL with Hybrid Actions and Clinically Aligned Rewards

Muhammad Hamza Yousuf, Jason Li, Sahar Vahdati, Raphael Theilen, Jakob Wittenstein et al.

2025-06-17Reinforcement LearningOffline RL
Paper
Adjustment for Confounding using Pre-Trained Representations

Rickmer Schulte, David Rügamer, Thomas Nagler

2025-06-17Transfer Learning
PaperCode
Knowledge Adaptation as Posterior Correction

Mohammad Emtiyaz Khan

2025-06-17Federated Learning
Paper
DiffusionBlocks: Blockwise Training for Generative Models via Score-Based Diffusion

Makoto Shing, Takuya Akiba

2025-06-17DenoisingImage GenerationLanguage Modelling
Paper
NeuroCoreX: An Open-Source FPGA-Based Spiking Neural Network Emulator with On-Chip Learning

Ashish Gautam, Prasanna Date, Shruti Kulkarni, Robert Patton, Thomas Potok et al.

2025-06-17
Paper
Less is More: Undertraining Experts Improves Model Upcycling

Stefan Horoi, Guy Wolf, Eugene Belilovsky, Gintare Karolina Dziugaite

2025-06-17Transfer LearningMemorization
Paper
CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs

Tianming Zhang, Renbo Zhang, Zhengyi Yang, Yunjun Gao, Bin Cao et al.

2025-06-17Contrastive Learning
Paper
SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting

Yitian Zhang, Liheng Ma, Antonios Valkanas, Boris N. Oreshkin, Mark Coates et al.

2025-06-17Time Series ForecastingTime Series
Paper
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