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Beyond Data Splitting: Full-Data Conformal Prediction by Differential Privacy
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One-for-All Model Initialization with Frequency-Domain Knowledge
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Neural Dynamics-Informed Pre-trained Framework for Personalized Brain Functional Network Construction
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Generative prediction of laser-induced rocket ignition with dynamic latent space representations
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TableMind++: An Uncertainty-Aware Programmatic Agent for Tool-Augmented Table Reasoning
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Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure
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ACCURATE: Arbitrary-shaped Continuum Reconstruction Under Robust Adaptive Two-view Estimation
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Accent Vector: Controllable Accent Manipulation for Multilingual TTS Without Accented Data
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Scale-Aware UAV-to-Satellite Cross-View Geo-Localization: A Semantic Geometric Approach
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MAWARITH: A Dataset and Benchmark for Legal Inheritance Reasoning with LLMs
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How Long Can Unified Multimodal Models Generate Images Reliably? Taming Long-Horizon Interleaved Image Generation via Context Curation
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CONSTANT: Towards High-Quality One-Shot Handwriting Generation with Patch Contrastive Enhancement and Style-Aware Quantization
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DreamSAC: Learning Hamiltonian World Models via Symmetry Exploration
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COOL-MC: Verifying and Explaining RL Policies for Multi-bridge Network Maintenance
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Learning-free L2-Accented Speech Generation using Phonological Rules
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Targeted Speaker Poisoning Framework in Zero-Shot Text-to-Speech
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Nwāchā Munā: A Devanagari Speech Corpus and Proximal Transfer Benchmark for Nepal Bhasha ASR
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ECG Classification on PTB-XL: A Data-Centric Approach with Simplified CNN-VAE
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Active Inference for Micro-Gesture Recognition: EFE-Guided Temporal Sampling and Adaptive Learning
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PureCC: Pure Learning for Text-to-Image Concept Customization
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Brain-WM: Brain Glioblastoma World Model
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SiamGM: Siamese Geometry-Aware and Motion-Guided Network for Real-Time Satellite Video Object Tracking
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GRD-Net: Generative-Reconstructive-Discriminative Anomaly Detection with Region of Interest Attention Module
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Revisiting the LiRA Membership Inference Attack Under Realistic Assumptions
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Constraints Matrix Diffusion based Generative Neural Solver for Vehicle Routing Problems
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Efficient RGB-D Scene Understanding via Multi-task Adaptive Learning and Cross-dimensional Feature Guidance
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A Systematic Comparison of Training Objectives for Out-of-Distribution Detection in Image Classification
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TS-MLLM: A Multi-Modal Large Language Model-based Framework for Industrial Time-Series Big Data Analysis
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Integration of deep generative Anomaly Detection algorithm in high-speed industrial line
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KCoEvo: A Knowledge Graph Augmented Framework for Evolutionary Code Generation
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Generalized Reduction to the Isotropy for Flexible Equivariant Neural Fields
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Analysis-Driven Procedural Generation of an Engine Sound Dataset with Embedded Control Annotations
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3DGS-HPC: Distractor-free 3D Gaussian Splatting with Hybrid Patch-wise Classification
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Models as Lego Builders: Assembling Malice from Benign Blocks via Semantic Blueprints
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Fast Attention-Based Simplification of LiDAR Point Clouds for Object Detection and Classification
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Shorter Thoughts, Same Answers: Difficulty-Scaled Segment-Wise RL for CoT Compression
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StyleBench: Evaluating Speech Language Models on Conversational Speaking Style Control
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MetaSort: An Accelerated Approach for Non-uniform Compression and Few-shot Classification of Neural Spike Waveforms
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EmbedTalk: Triplane-Free Talking Head Synthesis using Embedding-Driven Gaussian Deformation
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TT-Sparse: Learning Sparse Rule Models with Differentiable Truth Tables
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MAS-H2: A Hierarchical Multi-Agent System for Holistic Cloud-Native Autoscaling
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KohakuRAG: A simple RAG framework with hierarchical document indexing
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Looking Into the Water by Unsupervised Learning of the Surface Shape
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Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models
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SMAT: Staged Multi-Agent Training for Co-Adaptive Exoskeleton Control
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Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models
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Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding
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Accelerating Diffusion Models for Generative AI Applications with Silicon Photonics
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Exoskeleton Control through Learning to Reduce Biological Joint Moments in Simulations
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Real-Time Glottis Detection Framework via Spatial-decoupled Feature Learning for Nasal Transnasal Intubation
