Population Scaling or Data Dilution? Dynamics of Local Topology Evolution in Decentralized Learning
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Rethinking the Relationship between the Power Law and Hierarchical Structures
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When Does Retrieval Help? A Study of In-Context Adaptation in Vision-Language-Action Models
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FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow
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TSCheater: Generating High-Quality Tibetan Adversarial Texts via Visual Similarity
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LEON: Location Embeddings from OSM Neighborhoods via Hexagonal Graph Masked Autoencoders
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KineWorld: Action-Induced Transport Fields for Embodied World Modeling
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Toward Reliable Infant Pose Estimation: A Training-Dynamics Approach to Noisy Annotation Detection
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StateWise: Diagnosing and Repairing Persistent Operational State Before Agent Actions
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Task-Aware Joint Pruning and Distillation for Efficient Audio Deepfake Detection
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Characterizing Parallelism Strategies in LLM Inference: Fundamental Compute-Communication Trade-offs
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Underscoring the Problem: Why Softpick Fails at Initialization
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