HuggingFace
SWE-Pruner Pro: The Coder LLM Already Knows What to Prune
Pruning long context for coding agents has been a vital technology for efficient context management. While existing c...
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HuggingFace
FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications
Real-time multimodal applications, including voice agents and interactive video generation, compose heterogeneous mod...
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...
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...
HuggingFace
Distilled Reinforcement Learning for LLM Post-training
Large language model (LLM) post-training is essential for improving reasoning, adaptation, and alignment. Existing me...
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...
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...
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...
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...
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...
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...
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...