arXiv Artificial IntelligenceIs Visual Prompting All You Need? Studying VLM Spatial Reasoning under Progressive Visual Scaffolds
arXiv:2608.21170v2 Announce Type: replace-cross Abstract: Vision-language models (VLMs) have advanced rapidly…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceScaling Muon for Diffusion Transformers
arXiv:2608.20818v3 Announce Type: replace-cross Abstract: The matrix-aware optimizer Muon improves large…
arXiv Artificial IntelligenceDenoising the Future: Context-Aware Spectral Diffusion for Temporal Knowledge Graph Extrapolation
arXiv:2608.20804v2 Announce Type: replace-cross Abstract: Temporal Knowledge Graph (TKG) extrapolation seeks…
arXiv Artificial IntelligenceExploraTwin, a Non-Profit Research Platform for Digital Twin Simulations
arXiv:2608.20539v2 Announce Type: replace-cross Abstract: Digital twin simulations show promise, but current…
arXiv Artificial IntelligenceCredit Without Ground Truth: Auditing Step-Level Credit Assignment in LLM Agents Against Executed Replay
arXiv:2608.19760v2 Announce Type: replace-cross Abstract: Audited against policy-conditional ground truth…
arXiv Artificial IntelligenceWhat You Can't See Is What You Learn: Slot-Selective Evidence Masking Favors Compositional Generalization in Shared-Genome Language-Model Societies
arXiv:2608.20054v3 Announce Type: replace Abstract: Multi-module neural systems often expose every module to…
arXiv Artificial IntelligenceExPhy: A Benchmark for Explicit Physical Property Learning in Multi-Object Trajectory Forecasting
arXiv:2608.20009v2 Announce Type: replace Abstract: Understanding object dynamics requires not only…
arXiv Artificial IntelligenceFormal Verification of Romanov's Triplet Logic: A Verified Filter for Sliding-window 3-CNF with Application to Structured Formulas
arXiv:2608.18445v3 Announce Type: replace-cross Abstract: We present the first mechanised formalisation of…
arXiv Artificial IntelligenceFrom Corpora to Co-Evolving Capabilities: Capability-Centric Data Design for Generalist Image Generation
arXiv:2608.18076v2 Announce Type: replace-cross Abstract: Large-scale image generation has benefited from…
arXiv Artificial IntelligenceMAPLE: MoE Adaptive Plug-and-play Layer-wise Expert allocation
arXiv:2608.15299v2 Announce Type: replace-cross Abstract: Sparsely-activated Mixture-of-Experts (MoE)…
arXiv Artificial IntelligenceER-KANs: Efficient and Robust Kolmogorov-Arnold Networks for Data-Scarce Scientific Machine Learning
arXiv:2608.14773v2 Announce Type: replace-cross Abstract: The efficient-KAN literature---covering Chebyshev…
arXiv Artificial IntelligenceReconstruction: A Blind Benchmark for Recovering Research Ideas from Pre-Publication Bibliographies
arXiv:2608.16645v3 Announce Type: replace Abstract: Can a language model recover the true research idea of a…
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