Papers
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Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware TrainingHong Kong University of Science and Technology, Shanghai Artificial Intelligence Laboratory
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LightMedSeg: Lightweight 3D Medical Image Segmentation with Learned Spatial AnchorsIndian Institute of Technology Ropar, National Institute of Technology Kurukshetra
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A Hybrid LTR-based System via Social Context Embedding for Recommending Solutions of Software Bugs in Developer CommunitiesFerhat Abbas University
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Conditional Rank-Rank Regression via Deep Conditional Transformation ModelsNankai University
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Retrieval-Augmented Generation for Predicting Cellular Responses to Gene PerturbationIstituto di Scienza e Tecnologie dell'Informazione, Sapienza University of Rome, University of Cambridge
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Single Image Super-Resolution via Bivariate `A Trous Wavelet DiffusionUniversity of Bristol
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HY-WU (Part I): An Extensible Functional Neural Memory Framework and An Instantiation in Text-Guided Image Editing
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Scaling Self-Supervised Speech Models Uncovers Deep Linguistic Relationships: Evidence from the Pacific ClusterCarnegie Mellon University, Korea Advanced Institute of Science & Technology
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FabricGen: Microstructure-Aware Woven Fabric GenerationNanjing University, Nankai University
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Rethinking Deep Research from the Perspective of Web Content Distribution MatchingHong Kong Baptist University, Hong Kong University of Science and Technology, Sun Yat-sen University, The Hong Kong Polytechnic University, The University of Sydney
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PresentBench: A Fine-Grained Rubric-Based Benchmark for Slide GenerationTsinghua University
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LEPA: Learning Geometric Equivariance in Satellite Remote Sensing Data with a Predictive ArchitectureUniversity of Iceland, University of Stuttgart
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LF2L: Loss Fusion Horizontal Federated Learning Across Heterogeneous Feature Spaces Using External Datasets Effectively: A Case Study in Second Primary Cancer PredictionNational Yang Ming Chiao Tung University
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Learning When to Cooperate Under Heterogeneous GoalsUniversity of Edinburgh
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Turning Time Series into Algebraic Equations: Symbolic Machine Learning for Interpretable Modeling of Chaotic Time SeriesSorbonne University, Sorbonne University Abu Dhabi
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Kinematics-Aware Latent World Models for Data-Efficient Autonomous DrivingTongji University
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Adaptive Double-Booking Strategy for Outpatient Scheduling Using Multi-Objective Reinforcement LearningKumoh National Institute of Technology
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VisualDeltas: Learning Preferences from Visual Quality PerturbationsPeking University, Zhejiang University
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Variational Flow Maps: Make Some Noise for One-Step Conditional GenerationCalifornia Institute of Technology, University of Oxford, University of Toronto
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Fast and Flexible Audio Bandwidth Extension via Vocos
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Taiwan Safety Benchmark and Breeze Guard: Toward Trustworthy AI for Taiwanese MandarinNational Taiwan University
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Do Deployment Constraints Make LLMs Hallucinate Citations? An Empirical Study across Four Models and Five Prompting Regimes
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Virtual Try-On for Cultural Clothing: A Benchmarking Study
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MAviS: A Multimodal Conversational Assistant For Avian Species
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A Cortically Inspired Architecture for Modular Perceptual AI
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Spectral Discovery of Continuous Symmetries via Generalized Fourier Transforms
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AutoResearch-RL: Perpetual Self-Evaluating Reinforcement Learning Agents for Autonomous Neural Architecture Discovery
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Training for Trustworthy Saliency Maps: Adversarial Training Meets Feature-Map Smoothing
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Retrieval-Augmented Multi-scale Framework for County-Level Crop Yield Prediction Across Large Regions
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StructSAM: Structure- and Spectrum-Preserving Token Merging for Segment Anything ModelsAutomation & Control Institute, Carl von Ossietzky University of Oldenburg, German Research Center for Artificial Intelligence, Hanoi University of Science and Technology, International Max Planck Research School for Intelligent Systems, Queensland University of Technology, Stanford University, Technical University of Darmstadt, University of Arkansas, University of California, University of Stuttgart, VinUniversity
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Data-Driven Hints in Intelligent Tutoring SystemsNorth Carolina State University
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Adversarial Latent-State Training for Robust Policies in Partially Observable Domains
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Faster-HEAL: An Efficient and Privacy-Preserving Collaborative Perception Framework for Heterogeneous Autonomous VehiclesMichigan State University
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Shutdown Safety Valves for Advanced AICarnegie Mellon University
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FinSheet-Bench: From Simple Lookups to Complex Reasoning, Where LLMs Break on Financial SpreadsheetsUniversity of Zurich
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ShakyPrepend: A Multi-Group Learner with Improved Sample ComplexityCarnegie Mellon University
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Norm-Hierarchy Transitions in Representation Learning: When and Why Neural Networks Abandon ShortcutsH&K Research Studio
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The Third Ambition: Artificial Intelligence and the Science of Human BehaviorNew York University
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To Predict or Not to Predict? Towards reliable uncertainty estimation in the presence of noiseUniversity of Leeds
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Self-Supervised Evolutionary Learning of Neurodynamic Progression and Identity Manifolds from EEG During Safety-Critical Decision MakingUniversity of Michigan
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VisualScratchpad: Inference-time Visual Concepts Analysis in Vision Language ModelsKorea Advanced Institute of Science & Technology
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Explainable and Hardware-Efficient Jamming Detection for 5G Networks Using the Convolutional Tsetlin MachineUniversity of Agder, University of Ottawa
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A Lightweight Digital-Twin-Based Framework for Edge-Assisted Vehicle Tracking and Collision PredictionUniversity of Ottawa
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Agora: Teaching the Skill of Consensus-Finding with AI Personas Grounded in Human VoiceMassachusetts Institute of Technology, University of Oxford
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Learning Concept Bottleneck Models from Mechanistic ExplanationsMassachusetts Institute of Technology, Politecnico di Milano
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How Much Noise Can BERT Handle? Insights from Multilingual Sentence Difficulty DetectionUniversity of Leeds
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Learning Clinical Representations Under Systematic Distribution ShiftColumbia University, University of Chinese Academy of Sciences
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A Distributed Gaussian Process Model for Multi-Robot MappingImperial College London, University of Oxford
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AgrI Challenge: A Data-Centric AI Competition for Cross-Team Validation in Agricultural VisionÉcole Nationale Supérieure Agronomique, École Nationale Supérieure d'Informatique, École Nationale Supérieure d'Intelligence Artificielle, École Nationale Supérieure des Technologies Avancées
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Latent Generative Models with Tunable Complexity for Compressed Sensing and other Inverse ProblemsHarvard University, Northeastern University, Technical University of Munich, University of California
