HuggingFace

SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?

Modern software systems accumulate technical debt over decades of development, which makes migration expensive and la...

AI 聚合
2026-08-27
HuggingFace

DREAM Technical Report

Industrial recommender systems commonly use cascaded retrieval, ranking, and re-ranking pipelines. Although efficient...

AI 聚合
2026-08-27
HuggingFace

MoTE: Mixture of Task Experts for Multi-Task Video Understanding

Procedural video-language models must solve heterogeneous tasks from the same visual evidence, including action recog...

AI 聚合
2026-08-27
HuggingFace

GigaBrain-0.7: Scaling Embodied Foundation Models to Emergent Capabilities with a Three-System Architecture

Vision-language-action (VLA) models have become a dominant paradigm for generalist embodied agents, demonstrating str...

AI 聚合
2026-08-27
HuggingFace

Automata from Agent Traces: Failure and Next-Step Prediction

LLM-based agents execute multi-step tasks, but their behavioral structure remains opaque: long unstructured traces re...

AI 聚合
2026-08-27
HuggingFace

AgentRoom: Concurrent Multi-Agent Coding in a CRDT-Backed Shared Workspace

Concurrent multi-agent coding promises division of labor across modules, robustness through redundancy, and parallel ...

AI 聚合
2026-08-27
HuggingFace

SecOPD: Mitigating Adaptive Prompt Injections by On-Policy Distillation

Prompt injection is listed as the \#1 threat to AI agents. When an agent accesses external data from websites, files,...

AI 聚合
2026-08-27
HuggingFace

Autonomous Mathematical Discovery in an Open-World Multi-Agent Environment

We study autonomous mathematical discovery in the Station, an open-world multi-agent environment in which AI agents f...

AI 聚合
2026-08-27
HuggingFace

When "Must" Becomes "Maybe": Constraint Weakening in LLM Agent Workflows

Large language model (LLM) agents coordinate complex tasks through multi-role and multi-stage workflows. Upstream sta...

AI 聚合
2026-08-27
HuggingFace

MARS: Multi-Specialist LLM Relay System for Competitive Programming

Large Language Models excel at code generation, yet competitive programming exposes a persistent failure mode: existi...

AI 聚合
2026-08-27
arXiv

Score-Based Ideal Observer Approximation via Denoising Score Matching for Signal-Known-Exactly Detection Tasks

The Bayesian Ideal Observer (IO) establishes the theoretical upper bound on task performance for binary detection tas...

AI 聚合
2026-08-26
arXiv

Ensemble of Convolutional Neural Networks for StrokePrediction: Towards Improved Diagnostic Accuracy

Brain stroke, known for its high mortality and incidence rates, poses significant health risks and requires rapid int...

AI 聚合
2026-08-26
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