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OS-Themis: A Scalable Critic Framework for Generalist GUI Rewards
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Reconstruction Matters: Learning Geometry-Aligned BEV Representation through 3D Gaussian Splatting
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How Auditory Knowledge in LLM Backbones Shapes Audio Language Models: A Holistic Evaluation
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A Novel Solution for Zero-Day Attack Detection in IDS using Self-Attention and Jensen-Shannon Divergence in WGAN-GP
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The Exponentially Weighted Signature
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FASTER: Rethinking Real-Time Flow VLAs
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kRAIG: A Natural Language-Driven Agent for Automated DataOps Pipeline Generation
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Tinted Frames: Question Framing Blinds Vision-Language Models
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Robustness, Cost, and Attack-Surface Concentration in Phishing Detection
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RPiAE: A Representation-Pivoted Autoencoder Enhancing Both Image Generation and Editing
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Do VLMs Need Vision Transformers? Evaluating State Space Models as Vision Encoders
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$R$-equivalence on Cubic Surfaces I: Existing Cases with Non-Trivial Universal Equivalence
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DreamPartGen: Semantically Grounded Part-Level 3D Generation via Collaborative Latent Denoising
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LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs
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Rethinking Vector Field Learning for Generative Segmentation
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DriveTok: 3D Driving Scene Tokenization for Unified Multi-View Reconstruction and Understanding
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Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
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Online Learning and Equilibrium Computation with Ranking Feedback
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Spectrally-Guided Diffusion Noise Schedules
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F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World
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EffectErase: Joint Video Object Removal and Insertion for High-Quality Effect Erasing
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FinTradeBench: A Financial Reasoning Benchmark for LLMs
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Under One Sun: Multi-Object Generative Perception of Materials and Illumination
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SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing
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Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer
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NavTrust: Benchmarking Trustworthiness for Embodied Navigation
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MonoArt: Progressive Structural Reasoning for Monocular Articulated 3D Reconstruction
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Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens
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Matryoshka Gaussian Splatting
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Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding
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Warm-Start Flow Matching for Guaranteed Fast Text/Image Generation
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AURORA: Adaptive Unified Representation for Robust Ultrasound Analysis
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Factored Levenberg-Marquardt for Diffeomorphic Image Registration: An efficient optimizer for FireANTs
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Automated Membership Inference Attacks: Discovering MIA Signal Computations using LLM Agents
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Semantic Tool Discovery for Large Language Models: A Vector-Based Approach to MCP Tool Selection
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TuLaBM: Tumor-Biased Latent Bridge Matching for Contrast-Enhanced MRI Synthesis
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VGS-Decoding: Visual Grounding Score Guided Decoding for Hallucination Mitigation in Medical VLMs
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Bridging Conformal Prediction and Scenario Optimization: Discarded Constraints and Modular Risk Allocation
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Optimizing Resource-Constrained Non-Pharmaceutical Interventions for Multi-Cluster Outbreak Control Using Hierarchical Reinforcement Learning
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Rolling-Origin Validation Reverses Model Rankings in Multi-Step PM10 Forecasting: XGBoost, SARIMA, and Persistence
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Scalable Prompt Routing via Fine-Grained Latent Task Discovery
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Investigating In-Context Privacy Learning by Integrating User-Facing Privacy Tools into Conversational Agents
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Pseudo-Labeling for Unsupervised Domain Adaptation with Kernel GLMs
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The Autonomy Tax: Defense Training Breaks LLM Agents
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Is Evaluation Awareness Just Format Sensitivity? Limitations of Probe-Based Evidence under Controlled Prompt Structure
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Vocabulary shapes cross-lingual variation of word-order learnability in language models
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When both Grounding and not Grounding are Bad -- A Partially Grounded Encoding of Planning into SAT (Extended Version)
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Subspace Projection Methods for Fast Spectral Embeddings of Evolving Graphs
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Near-Equivalent Q-learning Policies for Dynamic Treatment Regimes
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LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-ray
