Robust-by-Design Distributional Learning from Contaminated Samples
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New papers, breakthroughs and academic AI research
Learning Stabilizing Latent Feedback Controllers via Multi-Step Backward Losses
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How Do Video Foundation Models Encode Intuitive Physics? Probing Across Pretraining Paradigms
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Simulation-free Unbalanced Dynamic Optimal Transport with General Growth Penalty
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Meshless Latent Dynamics Models for Model Order Reduction of time-dependent Partial Differential Equations
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GUI-Lens: Enabling Precise GUI Grounding for Off-the-Shelf VLMs via Coarse-to-Fine Cropping
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IR275K: A Benchmark for Infrared Multi-Frame Super-Resolution Toward Efficient Remote Sensing
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How Fast Should a Model Commit to Supervision? Training Reasoning Models on the Tsallis Loss Continuum
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Beyond IID: How General Are Tabular Foundation Models, Really?
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NanoVSR: Towards Real-Time Video Super-Resolution on Edge Devices
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HOPE: Hand-Object Pressure Estimation from Monocular Videos
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AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving
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