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Internalizing Agency from Reflective Experience
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M^3: Dense Matching Meets Multi-View Foundation Models for Monocular Gaussian Splatting SLAM
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Dynamic Meta-Layer Aggregation for Byzantine-Robust Federated Learning
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Mediocrity is the key for LLM as a Judge Anchor Selection
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GIST: Gauge-Invariant Spectral Transformers for Scalable Graph Neural Operators
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Unifying Optimization and Dynamics to Parallelize Sequential Computation: A Guide to Parallel Newton Methods for Breaking Sequential Bottlenecks
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Online Experiential Learning for Language Models
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Long-Horizon Traffic Forecasting via Incident-Aware Conformal Spatio-Temporal Transformers
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SOMA: Unifying Parametric Human Body Models
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SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models
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Chronos: Temporal-Aware Conversational Agents with Structured Event Retrieval for Long-Term Memory
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SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation
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ManiTwin: Scaling Data-Generation-Ready Digital Object Dataset to 100K
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MessyKitchens: Contact-rich object-level 3D scene reconstruction
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Efficient Reasoning on the Edge
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SegviGen: Repurposing 3D Generative Model for Part Segmentation
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Demystifing Video Reasoning
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WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation
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LLM NL2SQL Robustness: Surface Noise vs. Linguistic Variation in Traditional and Agentic Settings
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Transformers Can Learn Rules They've Never Seen: Proof of Computation Beyond Interpolation
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Generative AI-assisted Participatory Modeling in Socio-Environmental Planning under Deep Uncertainty
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HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
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Shared Representation Learning for Reference-Guided Targeted Sound Detection
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Dependence Fidelity and Downstream Inference Stability in Generative Models
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OpenQlaw: An Agentic AI Assistant for Analysis of 2D Quantum Materials
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Do Understanding and Generation Fight? A Diagnostic Study of DPO for Unified Multimodal Models
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SCE-LITE-HQ: Smooth visual counterfactual explanations with generative foundation models
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Attractor-Keyed Memory
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Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models
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Early Quantization Shrinks Codebook: A Simple Fix for Diversity-Preserving Tokenization
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PaAgent: Portrait-Aware Image Restoration Agent via Subjective-Objective Reinforcement Learning
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DesertFormer: Transformer-Based Semantic Segmentation for Off-Road Desert Terrain Classification in Autonomous Navigation Systems
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Optimization-Embedded Active Multi-Fidelity Surrogate Learning for Multi-Condition Airfoil Shape Optimization
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Transformers are Bayesian Networks
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Evaluating Ill-Defined Tasks in Large Language Models
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TrackDeform3D: Markerless and Autonomous 3D Keypoint Tracking and Dataset Collection for Deformable Objects
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Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection
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Large Reasoning Models Struggle to Transfer Parametric Knowledge Across Scripts
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PRISM: Demystifying Retention and Interaction in Mid-Training
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CircuitBuilder: From Polynomials to Circuits via Reinforcement Learning
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ACE-LoRA: Graph-Attentive Context Enhancement for Parameter-Efficient Adaptation of Medical Vision-Language Models
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Ensemble Self-Training for Unsupervised Machine Translation
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Evaluating LLM-Simulated Conversations in Modeling Inconsistent and Uncollaborative Behaviors in Human Social Interaction
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Accurate Shift Invariant Convolutional Neural Networks Using Gaussian-Hermite Moments
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An End-to-End Framework for Functionality-Embedded Provenance Graph Construction and Threat Interpretation
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Knowledge Localization in Mixture-of-Experts LLMs Using Cross-Lingual Inconsistency
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When the Specification Emerges: Benchmarking Faithfulness Loss in Long-Horizon Coding Agents
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LLM-Powered Flood Depth Estimation from Social Media Imagery: A Vision-Language Model Framework with Mechanistic Interpretability for Transportation Resilience
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SENSE: Efficient EEG-to-Text via Privacy-Preserving Semantic Retrieval
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Pixel-level Counterfactual Contrastive Learning for Medical Image Segmentation
