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Rev. 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A replication study using adversarial random forests https://ax-news.com/?article=230921694 AX-NEWS en 2026-10-22T04:00:00+00:00 Controlling Output Rankings in LLM-Based Search via Generative Engine Optimization https://ax-news.com/?article=230921703 AX-NEWS en 2026-10-22T04:00:00+00:00 MCLR: Improving Conditional Modeling via Inter-Class Likelihood-Ratio Maximization and Unifying Classifier-Free Guidance with Alignment Objectives https://ax-news.com/?article=230920594 AX-NEWS en 2026-10-22T04:00:00+00:00 JUICE: Unified Multimodal Modeling in Pretrained Representation Spaces https://ax-news.com/?article=230920637 AX-NEWS en 2026-10-22T04:00:00+00:00 Encoded but Unused: Bounding the Sources of VLM Errors https://ax-news.com/?article=230920639 AX-NEWS en 2026-10-22T04:00:00+00:00 ER-Chord: Spatially Consistent One-Step Image Editing via Equal-Energy Reliability Redistribution https://ax-news.com/?article=230920654 AX-NEWS en 2026-10-22T04:00:00+00:00 LiveAct: Towards Real-Time Multi-Agent World Models with Heterogeneous Action Interfaces https://ax-news.com/?article=230920730 AX-NEWS en 2026-10-22T04:00:00+00:00 Bilateral Sharpness-Aware Minimization for Flatter Minima https://ax-news.com/?article=230921704 AX-NEWS en 2026-10-22T04:00:00+00:00 The Stepwise Informativeness Assumption: When Do Entropy Dynamics Track Reasoning Correctness in LLMs? https://ax-news.com/?article=230921705 AX-NEWS en 2026-10-22T04:00:00+00:00 Generalization and Scaling Laws for Mixture-of-Experts Transformers https://ax-news.com/?article=230920732 AX-NEWS en 2026-10-22T04:00:00+00:00 Disconnect to Connect: A Data Augmentation Method for Improving Topology Accuracy in Image Segmentation https://ax-news.com/?article=230921712 AX-NEWS en 2026-10-22T04:00:00+00:00 Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation https://ax-news.com/?article=230921720 AX-NEWS en 2026-10-22T04:00:00+00:00 From Theory to Decision Rule: Calibrating the Noisy-Label Crossover for Vision-Language Model Weak Supervision Across Three Medical-Imaging Benchmarks https://ax-news.com/?article=230921756 AX-NEWS en 2026-10-22T04:00:00+00:00 Pessimistic Latent Task-aware Optimization for Robust Offline Meta-Reinforcement Learning https://ax-news.com/?article=230921569 AX-NEWS en 2026-10-22T04:00:00+00:00 Formalizing Cooperation and Competition: An AI-Assisted Mathematical Addendum to a 2018 Planning Thesis https://ax-news.com/?article=230921571 AX-NEWS en 2026-10-22T04:00:00+00:00 Conflicted Records: Typed Adversarial Contracts for Auditable LLM Output Quality Enforcement https://ax-news.com/?article=230921640 AX-NEWS en 2026-10-22T04:00:00+00:00 Making AI-Assisted Claims Independently Challengeable: Publication Authority and a Protocol for Falsifiable Publication Records https://ax-news.com/?article=230921676 AX-NEWS en 2026-10-22T04:00:00+00:00 Energy-Based Transfer for Reinforcement Learning https://ax-news.com/?article=230921699 AX-NEWS en 2026-10-22T04:00:00+00:00 Data-Free Finite-Volume Convolutional Neural Networks for Steady Compressible Euler Flow around a Circular Cylinder https://ax-news.com/?article=230921702 AX-NEWS en 2026-10-22T04:00:00+00:00 SYNAPSE: Framework for Neuron Analysis and Perturbation in Sequence Encoding https://ax-news.com/?article=230921754 AX-NEWS en 2026-10-22T04:00:00+00:00 Is a 9B Decision Foundation Model Needed for Symptom-to-Disease Classification? 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VideoGen Model 1: Prompt Expansion Versus Formatting in Audiovisual Generation https://ax-news.com/?article=230920656 AX-NEWS en 2026-10-22T04:00:00+00:00 CCG Diffusion: Combinatory Categorial Grammar-Driven Compositional and Syntactically Disambiguated Text-to-Image Generation https://ax-news.com/?article=230920660 AX-NEWS en 2026-10-22T04:00:00+00:00 BlazeVGGT: 13x Faster VGGT at 2,000 Frames via Camera Token without Training https://ax-news.com/?article=230920668 AX-NEWS en 2026-10-22T04:00:00+00:00 Rethinking Underwater Image Enhancement: Learning through Text-Guided Degradation Curriculum https://ax-news.com/?article=230920665 AX-NEWS en 2026-10-22T04:00:00+00:00 Melange: A Synthetic Visual Bias Benchmark for Multi-modal Large Language Models https://ax-news.com/?article=230920666 AX-NEWS en 2026-10-22T04:00:00+00:00 Hyperspherical Simplex Representations for Backward-Compatible Retrieval https://ax-news.com/?article=230920672 AX-NEWS en 2026-10-22T04:00:00+00:00 Diff-IrisPAD: 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