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Towards Understanding Adam Convergence on Highly Degenerate Polynomials
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BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformers
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Nonparametric Variational Differential Privacy via Embedding Parameter Clipping
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Memorization capacity of deep ReLU neural networks characterized by width and depth
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Build, Borrow, or Just Fine-Tune? A Political Scientist's Guide to Choosing NLP Models
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Symbolic Discovery of Stochastic Differential Equations with Genetic Programming
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Detecting Miscitation on the Scholarly Web through LLM-Augmented Text-Rich Graph Learning
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A Variational Latent Equilibrium for Learning in Neuronal Circuits
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MM-algorithms for traditional and convex NMF with Tweedie and Negative Binomial cost functions and empirical evaluation
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Digging Deeper: Learning Multi-Level Concept Hierarchies
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Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis
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ParTY: Part-Guidance for Expressive Text-to-Motion Synthesis
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A Saccade-inspired Approach to Image Classification using Vision Transformer Attention Maps
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Surgical Repair of Collapsed Attention Heads in ALiBi Transformers
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Context Engineering: From Prompts to Corporate Multi-Agent Architecture
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Physics-Driven 3D Gaussian Rendering for Zero-Shot MRI Super-Resolution
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Decoder-Free Distillation for Quantized Image Restoration
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Grounding Synthetic Data Generation With Vision and Language Models
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X-GS: An Extensible Open Framework for Perceiving and Thinking via 3D Gaussian Splatting
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Tracking Cancer Through Text: Longitudinal Extraction From Radiology Reports Using Open-Source Large Language Models
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PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution
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Multi-DNN Inference of Sparse Models on Edge SoCs
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MM-tau-p$^2$: Persona-Adaptive Prompting for Robust Multi-Modal Agent Evaluation in Dual-Control Settings
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Evolution of Photonic Quantum Machine Learning under Noise
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Well Log-Guided Synthesis of Subsurface Images from Sparse Petrography Data Using cGANs
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MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants
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OTPL-VIO: Robust Visual-Inertial Odometry with Optimal Transport Line Association and Adaptive Uncertainty
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Understanding the Interplay between LLMs' Utilisation of Parametric and Contextual Knowledge: A keynote at ECIR 2025
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When to Lock Attention: Training-Free KV Control in Video Diffusion
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FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting
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No evaluation without fair representation : Impact of label and selection bias on the evaluation, performance and mitigation of classification models
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DiffWind: Physics-Informed Differentiable Modeling of Wind-Driven Object Dynamics
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VarSplat: Uncertainty-aware 3D Gaussian Splatting for Robust RGB-D SLAM
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KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization
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GNNs for Time Series Anomaly Detection: An Open-Source Framework and a Critical Evaluation
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Logics-Parsing-Omni Technical Report
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EsoLang-Bench: Evaluating Genuine Reasoning in Large Language Models via Esoteric Programming Languages
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Improving 3D Foot Motion Reconstruction in Markerless Monocular Human Motion Capture
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On Catastrophic Forgetting in Low-Rank Decomposition-Based Parameter-Efficient Fine-Tuning
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Automatic Cardiac Risk Management Classification using large-context Electronic Patients Health Records
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Fusing Semantic, Lexical, and Domain Perspectives for Recipe Similarity Estimation
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AutoViVQA: A Large-Scale Automatically Constructed Dataset for Vietnamese Visual Question Answering
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ESAinsTOD: A Unified End-to-End Schema-Aware Instruction-Tuning Framework for Task-Oriented Dialog Modeling
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ActiveUltraFeedback: Efficient Preference Data Generation using Active Learning
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Physics-informed neural operator for predictive parametric phase-field modelling
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DRIFT: Dual-Representation Inter-Fusion Transformer for Automated Driving Perception with 4D Radar Point Clouds
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TemporalDoRA: Temporal PEFT for Robust Surgical Video Question Answering
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Mousse: Rectifying the Geometry of Muon with Curvature-Aware Preconditioning
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TriFusion-SR: Joint Tri-Modal Medical Image Fusion and SR
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ProGS: Towards Progressive Coding for 3D Gaussian Splatting
