HuggingFace

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Reinforcement learning (RL) has gained growing attention in large language model (LLM) post-training, yet RL training...

AI 聚合
2026-07-06
HuggingFace

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation

GraphRAG is an extension of retrieval-augmented generation (RAG) that supports large language models (LLMs) by referr...

AI 聚合
2026-07-06
HuggingFace

Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming

The fast growth of open-source AI infrastructure, from model serving engines and agent platforms to the Model Context...

AI 聚合
2026-07-06
HuggingFace

VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon

Vision-Language-Action (VLA) foundation models have recently achieved strong progress in embodied intelligence. To re...

AI 聚合
2026-07-06
HuggingFace

MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering

As grounded QA systems are increasingly deployed in AI assistants, accurately attributing generated answers to eviden...

AI 聚合
2026-07-06
HuggingFace

OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers

Diffusion transformers (DiTs) achieve state-of-the-art image and video generation, but their multi-step sampling and ...

AI 聚合
2026-07-06
HuggingFace

Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

Cloud removal (CR) is essential for optical remote sensing, serving as a prerequisite for reliable downstream interpr...

AI 聚合
2026-07-06
HuggingFace

DataComp-VLM: Improved Open Datasets for Vision-Language Models

Building performant Vision-Language Models (VLMs) requires carefully curating large-scale training datasets, yet the ...

AI 聚合
2026-07-06
HuggingFace

AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition

Vein recognition is a secure biometric technology often constrained by limited annotated data and imaging variations....

AI 聚合
2026-07-04
HuggingFace

Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads

In long-context use, large language models frequently synthesize answers from the meaning of a relevant context span ...

AI 聚合
2026-07-04
HuggingFace

DuoMem: Towards Capable On-Device Memory Agents via Dual-Space Distillation

Large Language Model (LLM)-based agents can solve complex procedural tasks by interacting with environments over mult...

AI 聚合
2026-07-04
HuggingFace

AutoMem: Automated Learning of Memory as a Cognitive Skill

Memory expertise is a learned skill: knowing what to encode, when to retrieve, and how to organize knowledge--a capac...

AI 聚合
2026-07-04
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