scaling

Documents about scaling

• How Model Growth, Recursion, and Boundary Operators Influence Scaling Exponents#965400arXiv CS
• The Promises and Challenges of Scaling Hands-on Learning Using An Online Platform#970929Harvard DASH
• Limits of Reliability and Scaling in Language Models#973274arXiv (All)
• multi-Stochastic Core Architecture for Scaling Probabilistic Ising Machines#973946arXiv (All)
• A Unified Magnetohydrodynamic Scaling Relation for the Multiphase Interstellar Medium#974979arXiv (All)
• SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness#978472arXiv CS
• SGD in Multiclass Logistic Regression: Sequential Learning and Scaling Laws#984759arXiv (All)
• Scaling Multi-Agent Systems with Prospect-State Propagation#985432arXiv (All)
• Hyperparameter Scaling Laws Across MoE Sparsity#986020arXiv (All)
• SCALE-X: A Compute-Optimal Crossover Framework for Unifying Autoregressive and Diffusion Generative Models at the Scaling Limit#181294Zenodo (CERN)
• Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization#679061OpenAlex
• Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems#2601arXiv CS
• Narrative review of models and success factors for scaling up public health interventions#15401Semantic Scholar
• Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling#16572Semantic Scholar
• How Many Blocks Can Children Pile Up? - Scaling and Universality for a Simple Play -#69221J-STAGE (Japan)
• A Strategy to Obtain an Universal Scaling Law of Flames beyond Flame-sheet Concept#69750J-STAGE (Japan)
• Tracing Truth Through Conceptual Scaling: Mapping People’s Understanding of Abstract Concepts#109739PhilArchive
• Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence#120567arXiv CS
• Long-Context Aware Upcycling: A New Frontier for Hybrid LLM Scaling#138911arXiv CS
• Physical scaling laws in dislocation microstructures and avalanches from dislocation dynamics simulations#160842arXiv (OAI)
• Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling#187350arXiv CS
• EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL#209744Papers With Code
• Research Notebook: Discrete Scale Invariance, RG Dynamics, and ϕ-Scaling in Gravity#210195Zenodo (CERN)
• Towards Scaling-Up Three-Dimensional Habitat Structural Measurements with Multi-Sensor Remote Sensing#216630bioRxiv / medRxiv
• CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents#228184Papers With Code
• Scaling, Benchmarking, and Reasoning of Vision-Language Agents for Mobile GUI Navigation#229552arXiv CS
• Scaling LLM Inference Beyond Amdahl`s Limits via Eliminating Non-Scalable Overheads#246507arXiv CS
• Scaling evidence: national causal evaluation of perinatal quality collaboratives needs better data.#263119NCBI PubMed Central
• Reversible Foundations: Training a 120B Sparse MoE through State-Preserving Scaling#266169arXiv CS
• A Bayesian hierarchical model for the analysis of visual analogue scaling tasks.#266838NCBI PubMed Central
• A Resilient Genetic-centric Aggregation for Hierarchical Federated Learning against Scaling Attacks#280393HAL (France)
• LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling#282798arXiv CS
• Neural temporal scaling accounts for robust hunting behavior across temperatures.#295305NCBI PubMed Central
• The Energy Consumption of Transformer Fine-Tuning: A Roofline-Inspired Scaling Model#299876arXiv CS
• Scaling Linear Mode Connectivity and Merging to Billion Parameter Pretrained Transformers#299933arXiv CS
• Tensor-Based Batch Fuzzing with Adaptive Perturbation Scaling for Deep Neural Networks#307084arXiv CS
• E-TTS: A New Embodied Test-Time Scaling Framework for Robotic Manipulation#310847arXiv CS
• JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting#316295Papers With Code
• Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity#349646arXiv CS
• MORES: Mobile Reasoning-as-a-Service via Distributed LLM Inference-Time Scaling#353023arXiv CS
• CTA-Pipelining: A Latency-Oriented Spatial Scaling Method for Multi-GPU Systems#353035arXiv CS
• Scaling up polarization-sensitive optical coherence tomography to image the whole macaque brain#366440bioRxiv / medRxiv
• The Scaling of a Marketplace Unicorn: Sensing, Seizing, and Transforming Acquisition Opportunities#370109DORAS
• Improving health workforce retention in remote Australia: a best-worst scaling study.#375204NCBI PubMed Central
• Scaling the glassy dynamics of active particles: Tunable fragility and reentrance#384891HAL (France)
• Scaling of cardiovascular risk factors in 230 Latin American cities#400840Repositorio Académico de la Universidad de Chile
• Energy-Efficient LLM Serving via Disaggregated Attention--FFN and Flexible Frequency Scaling#423925arXiv CS
• OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching#441769arXiv CS
• ScaleSense: Cost-Intelligent Scaling Framework via Learned Resource Estimation in Alibaba AnalyticDB#441775arXiv CS
• Test-Time Scaling for CAD Generation via Verifier-Free Consensus Selection#441802arXiv CS