Signal over volume.

Scaling Gated Delta Networks via Rigorous Maximal Update Parametrization

OpenSTBench: A Unified Multidimensional Framework for Evaluating Speech Trans...

OpenSTBench: A Unified Multidimensional Framework for Evaluating Speech Translation Systems

WALL-WM: Shifting Robot Learning from Fixed Chunks to Semantic Event-Grounded...

Ultralytics YOLO26: Advancing the Pareto Front of Real-Time Vision Models

Adaptive Auto-Harness: Solving the Overfitting Problem in Long-Term Agentic D...

Conditional Hypothesis Generation: Steering LLM Discovery with Researcher-Spe...

VSTAT: A New Benchmark Exposing the Visual State Tracking Gap in MLLMs

PlatonicNav: Unifying Robot Navigation via Shared Semantic Manifolds

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop AV Simula...

KVarN: Mitigating Error Accumulation in KV-Cache Quantization for Long-Horizo...

BA-T: Bridging Classical Bundle Adjustment and Latent Transformers for Effici...

DOMINO: Inductive Data Synthesis via Minimal Sufficient Representation Learning

Bootstrap Your Generator: Unpaired Visual Editing via Flow Matching

OCC-RAG: Small Language Models Outperform Giants in Faithful Contextual Reaso...

AURA-Mem: Constant-VRAM Robot Memory via Action-Utility Gating

αDepth: Solving Soft Boundary Ambiguity for High-Fidelity Stereo Conversion

TRON: Scaling Visual Reasoning RL via Procedural Online Environments

RL-Guided Adaptive Sampling: Optimizing the Accuracy-Cost Trade-off in LLM Te...

Localized Perturbation Theory Explains and Recovers Cross-Domain Interference...

PaddleOCR-VL-1.6: Achieving SOTA Document Parsing with Targeted Data Optimiza...

FFR: Bridging the Gap Between Forward-Forward Learning and Real-World Regression

q0: Hyper-Epoch Pretraining for Efficient Scaling in Data-Constrained Regimes

SEAOTTER: Bridging Resource-Constrained Sensors and Cloud Robotics via Learne...

ROSA: Inducing Calibrated Behavioral Diversity via Reward Uncertainty