Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context

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History Anchors: How Prior Behavior Steers LLM Decisions Toward Unsafe Actions

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OmniLiDAR: A Unified Diffusion Framework for Multi-Domain 3D LiDAR Generation

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JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift

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EvoGround: Self-Evolving Video Agents for Video Temporal Grounding

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VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence

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Decidability of extensions of Presburger arithmetic by generalised polynomials

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Realtime-VLA FLASH: Speculative Inference Framework for Diffusion-based VLAs

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RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data

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Generative Texture Diversification of 3D Pedestrians for Robust Autonomous Driving Perception

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Min Generalized Sliced Gromov Wasserstein: A Scalable Path to Gromov Wasserstein

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Weakly-Supervised Spatiotemporal Anomaly Detection

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Aligning Network Equivariance with Data Symmetry: A Theoretical Framework and Adaptive Approach for Image Restoration

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LEXI-SG: Monocular 3D Scene Graph Mapping with Room-Guided Feed-Forward Reconstruction

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Robust and Explainable Bicuspid Aortic Valve Diagnosis Using Stacked Ensembles on Echocardiography

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Coordinating Multiple Conditions for Trajectory-Controlled Human Motion Generation

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AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation

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Programming Distributed Collective Processes in the eXchange Calculus

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Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-based Optimization

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MedCore: Boundary-Preserving Medical Core Pruning for MedSAM

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