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MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing
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Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments
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EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation
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MOSIV: Multi-Object System Identification from Videos
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ViewFusion: Structured Spatial Thinking Chains for Multi-View Reasoning
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Sensitivity-Aware Retrieval-Augmented Intent Clarification
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Agnostic learning in (almost) optimal time via Gaussian surface area
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Improved high-dimensional estimation with Langevin dynamics and stochastic weight averaging
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ResearchEnvBench: Benchmarking Agents on Environment Synthesis for Research Code Execution
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StruVis: Enhancing Reasoning-based Text-to-Image Generation via Thinking with Structured Vision
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ViroGym: Realistic Large-Scale Benchmarks for Evaluating Viral Proteins
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Occlusion-Aware SORT: Observing Occlusion for Robust Multi-Object Tracking
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Ensemble Learning with Sparse Hypercolumns
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Heterogeneous Decentralized Diffusion Models
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FontUse: A Data-Centric Approach to Style- and Use-Case-Conditioned In-Image Typography
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Stabilizing Reinforcement Learning for Diffusion Language Models
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Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models
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GenHOI: Towards Object-Consistent Hand-Object Interaction with Temporally Balanced and Spatially Selective Object Injection
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Devil is in Narrow Policy: Unleashing Exploration in Driving VLA Models
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Probing Visual Concepts in Lightweight Vision-Language Models for Automated Driving
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TempoSyncDiff: Distilled Temporally-Consistent Diffusion for Low-Latency Audio-Driven Talking Head Generation
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Transforming Omnidirectional RGB-LiDAR data into 3D Gaussian Splatting
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Text-Driven Emotionally Continuous Talking Face Generation
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Lifelong Embodied Navigation Learning
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StreamVoiceAnon+: Emotion-Preserving Streaming Speaker Anonymization via Frame-Level Acoustic Distillation
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Lyapunov Probes for Hallucination Detection in Large Foundation Models
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Offline Materials Optimization with CliqueFlowmer
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Experiences Build Characters: The Linguistic Origins and Functional Impact of LLM Personality
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DeepSight: Bridging Depth Maps and Language with a Depth-Driven Multimodal Model
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Enhancing Neural Video Compression of Static Scenes with Positive-Incentive Noise
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Enhancing Instruction Following of LLMs via Activation Steering with Dynamic Rejection
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ButterflyViT: 354$\times$ Expert Compression for Edge Vision Transformers
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Latent Diffusion-Based 3D Molecular Recovery from Vibrational Spectra
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Making Implicit Premises Explicit in Logical Understanding of Enthymemes
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Dynamic Momentum Recalibration in Online Gradient Learning
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FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification
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Diffusion Language Models Are Natively Length-Aware
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A Hazard-Informed Data Pipeline for Robotics Physical Safety
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Place-it-R1: Unlocking Environment-aware Reasoning Potential of MLLM for Video Object Insertion
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Spatial Colour Mixing Illusions as a Perception Stress Test for Vision-Language Models
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Predictive Coding Graphs are a Superset of Feedforward Neural Networks
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Longitudinal NSCLC Treatment Progression via Multimodal Generative Models
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Property-driven Protein Inverse Folding With Multi-Objective Preference Alignment
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VLM-RobustBench: A Comprehensive Benchmark for Robustness of Vision-Language Models
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Ensemble Graph Neural Networks for Probabilistic Sea Surface Temperature Forecasting via Input Perturbations
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Efficient Vector Search in the Wild: One Model for Multi-K Queries
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Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR
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Reflective Flow Sampling Enhancement
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FreeOcc: Training-free Panoptic Occupancy Prediction via Foundation Models
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A Semi-Supervised Framework for Breast Ultrasound Segmentation with Training-Free Pseudo-Label Generation and Label Refinement
