🤖 ML - friedrice · Scour

Synthetic Benchmarks Overstate Forward-Forward Scaling: Real-Data Limits of Layer-Local Training

📏ANN Benchmarks Academic

Sparse Mixture-of-Experts Reward Models Learn Interpretable and Specialized Experts for Personalized Preference Modeling

📉Embeddings Optimization Academic

vla.cpp: A Unified Inference Runtime for Vision-Language-Action Models

🧮Constraint Solvers Academic

nnAudio 2: Overcoming Dynamic Compilation Barriers and Transform Inconsistencies

⚙️JIT Compilation Academic

Low-Rank Decay for Grokking in Scale-Invariant Transformers: A Spectral-Geometric View

🔍Vector Search Algorithms Academic

PolyBuild: An End-to-End Method for Polygonal Building Contour Extraction from High-Resolution Remote Sensing Images

📉Embeddings Optimization Academic

MimeLens: Position-Agnostic Content-Type Detection for Binary Fragments

🌸Bloom Filters Academic

Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels

📐Mathematics Academic

What Do People Actually Want From AI? Mapping Preference Plurality

👑Leader Election Academic

Uncovering Extreme Event Mechanisms for Prediction and Control with Sensitivity-Balanced Projections

👑Leader Election Academic

StageFrontier: Synchronization-Aware Stage Accounting for Distributed ML Training

🌐Distributed Systems Academic

Instance-Level Post Hoc Uncertainty Quantification in Object Detection

🎲Probability Academic

GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention

🔍SPLADE Academic

Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks

🤝Distributed Consensus Academic

NGram-MoSE: Efficient Remote Sensing Super-Resolution via N-Gram Context and Mixture-of-Experts

🔍SPLADE Academic

Unpaired RGB-Thermal Gaussian-Splatting Using Visual Geometric Transformers

🎯Physics Simulation Academic

SABLE: GPU-Based Power Flow Accelerator for Sparsity-Aware Batched Learning

📡Low-Level Networking Academic

RadioDiff-Inv2: Differentiable Diffusion Inversion under Location Drift from Sparse Noisy Measurements for Radio Map Estimation

🗜️Compression Algorithms Academic

Video-Rate Streaming Stylization on a Vision-Aware MLLM-Conditioned Edit Diffusion: Asymmetric Batched Inference on a Distilled UNet + MLLM Text Encoder

🗂️Vector Indexes Academic

TensorBench: Benchmarking Coding Agents on a Compiler-Based Tensor Framework

📊Columnar Execution Academic

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