HuggingFace

ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Streams

Building assistants that can continually watch the world, remember what they see, and reason over their accumulated e...

AI 聚合
2026-07-21
HuggingFace

HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancement

Human-object centric video personalization (HOCVP) is a core task within subject-driven video generation. However, ex...

AI 聚合
2026-07-21
HuggingFace

Distilled Reinforcement Learning for LLM Post-training

Large language model (LLM) post-training is essential for improving reasoning, adaptation, and alignment. Existing me...

AI 聚合
2026-07-21
HuggingFace

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

We propose Token-Level Off-Policy Labeling (TOPL), an off-policy training paradigm that reframes post-training as a t...

AI 聚合
2026-07-21
HuggingFace

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

This paper introduces EvolvingWorld, a framework and benchmark for character and world co-evolution in interactive li...

AI 聚合
2026-07-21
HuggingFace

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

Video multimodal large language models (MLLMs) can describe what happens in a video, but rarely identify when the sup...

AI 聚合
2026-07-21
HuggingFace

Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

Modern video generation models are increasingly hailed as emerging world models with an internalized grasp of physica...

AI 聚合
2026-07-21
HuggingFace

FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality Mimicry

In line with the prevailing direction of vision research, we explore the integration of both generation and editing c...

AI 聚合
2026-07-21
HuggingFace

Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?

Self-hosted AI agents read and write their own memory and configuration files to function. An agent may get compromis...

AI 聚合
2026-07-21
HuggingFace

HarmoHOI: Harmonizing Appearance and 3D Motion for Multi-view Hand-Object Interaction Synthesis

Hand-Object Interaction (HOI) synthesis is a cornerstone for animation production and embodied AI. Despite the strong...

AI 聚合
2026-07-21
HuggingFace

WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting

Predicting a football match before kickoff requires more than knowing past results: a model must use changing informa...

AI 聚合
2026-07-21
HuggingFace

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Training tool-use agents to improve from their own experience remains challenging, as supervised fine-tuning relies o...

AI 聚合
2026-07-21
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