When Predicting Nothing Beats SAM 3: Revisiting Evaluation in Video Object Segmentation
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Dynamic LLM Routers are Often Misguided
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Modeling Shared and Individual Structure for Cross-Subject Continuous Affect Regression from EEG-fNIRS
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Rethinking Fixed Temporal Grids: Frequency-Disentangled Motion Generation
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ROUTEAUDIT: Interaction-Aware Identification for Budgeted Multi-Verifier Routing
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TerraVis: Towards Evaluation of World-Grounded Visual Consistency in Text-to-Image Generation via MLLM Workflows
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iS-KV: Online Low-Rank KV Cache Compression via Block-Incremental SVD
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Trained Agentic Context Management
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AMBER: Multi-View Adaptive Budget Allocation for Listwise Vision-Language Reranking
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Post-Training Frontier Text-to-Image Models by Composing Preference and Rubric Rewards
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BitNest: Bit-Nested Speculative Decoding for Memory-Efficient LLM Inference Acceleration
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Inherit-MAS: Test-Time Evolution of Multi-Agent Systems through Workflow and Execution Inheritance
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