HuggingFace

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Reinforcement learning (RL) with group-relative advantages has become the de facto standard for post-training languag...

AI 聚合
2026-08-18
HuggingFace

Prototype-Rectified Iterative Self-supervised Manifold Denoising under Severe Acoustic Shift

Audio-Text Foundation Models (ATMs) fail catastrophically under severe acoustic noise, yet existing adaptation strate...

AI 聚合
2026-08-18
HuggingFace

WorldRover: A Scalable Synthetic Video Data Engine for World Exploration with Rich Annotations

Learning to generate or reconstruct explorable worlds requires video paired with more than RGB: camera motion, scene ...

AI 聚合
2026-08-18
HuggingFace

TRACE-Bench: Decomposing and Diagnosing Multi-Reference Image Generation

Despite recent advances in unified multimodal models for multi-reference image generation, existing benchmarks remain...

AI 聚合
2026-08-18
HuggingFace

Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search

Scientific discovery often involves optimising expensive-to-evaluate objectives over vast, structured, and open-ended...

AI 聚合
2026-08-18
HuggingFace

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

AI has long assisted scientific research, but the rapid advance of LLMs and agentic scaffolds is reshaping the landsc...

AI 聚合
2026-08-18
HuggingFace

A Plug-and-Play 2D Motion Interface for Real-World Motion Language Models

Motion Language Models (MoLMs) typically understand human motions by tokenizing 3D motion and processing the resultin...

AI 聚合
2026-08-18
HuggingFace

MOSS-VL Technical Report

We present MOSS-VL, an open vision-language model family that treats real-time interaction -- perceiving while it spe...

AI 聚合
2026-08-18
HuggingFace

GRNEdit: Efficient General Video Editing from a New Binary-Evidence Perspective in Generative Refinement Networks

Instruction-based general video editing seeks to unify diverse editing operations within a single, intuitive interfac...

AI 聚合
2026-08-18
HuggingFace

Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems

Clinical decision support is moving toward committees of language-model agents deliberating on a shared workspace. We...

AI 聚合
2026-08-18
HuggingFace

DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data

Current large language model development relies on massive, often non-permissible datasets, creating a high barrier f...

AI 聚合
2026-08-18
HuggingFace

Who Speaks Matters: Authority-Aware Multi-View RAG over Italian Parliamentary Proceedings

Parliamentary proceedings are a primary record of democratic deliberation, yet their volume and fragmentation make mu...

AI 聚合
2026-08-18
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