HuggingFace

PhysEvolve: Verifier-grounded Self-evolution for Physical Reasoning with Executable Worlds

Physical reasoning underpins how embodied systems understand and act in the physical world, yet vision-language model...

AI 聚合
2026-10-28
HuggingFace

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents

Multimodal intelligence can be viewed as human-guided co-evolution between worlds and agents through interaction. How...

AI 聚合
2026-10-28
HuggingFace

Benchmarking Obstacle-Conditioned Safety in Household Robot Navigation

Safe household navigation requires robots to regulate clearance and speed according to what an obstacle is and how cl...

AI 聚合
2026-10-28
HuggingFace

Your Policy Is Secretly a Harness: The Decision Geometry of Agent Interfaces

Language model agents are post-trained and deployed through a harness, the prompts, tools, and control logic that pre...

AI 聚合
2026-10-28
HuggingFace

PDRVLA: A Vision-Language-Action Model with Physical Dynamics Representations

Vision--Language--Action (VLA) models generate robot actions from visual observations and language instructions, but ...

AI 聚合
2026-10-28
HuggingFace

RynnWorld-Latent: A Cross-Embodiment World Model Conditioned on Universal Latent Actions

Learning controllable world dynamics from heterogeneous interaction videos is challenging because robot embodiments u...

AI 聚合
2026-10-28
HuggingFace

VibeVideoBench: Evaluating Multimodal Agents on Code-Driven Video Generation

Diffusion video models produce striking clips, but they cannot reliably render an exact formula, a correct chart, a r...

AI 聚合
2026-10-28
HuggingFace

Rare, Relevant, and Still Wrong: How Memory Fails LLM Group Decisions

When an LLM group's discussion is compressed into a short memory for a final decision maker, what should the memory k...

AI 聚合
2026-10-28
HuggingFace

Truncate or Not? A Scaling Study of Looped Transformers with Truncated Backpropagation

Looped transformers reuse a shared block of layers to increase computational depth without increasing the number of t...

AI 聚合
2026-10-28
HuggingFace

Can Discrete Tokens Serve as Semantically Lossless Representations of Visual Signals?

Discrete visual tokens represent vision in a discrete form analogous to language, offering a native interface for mul...

AI 聚合
2026-10-28
HuggingFace

Zooming without Zooming v2: From Seeing Details to Connecting Evidence for Generalizable Multimodal Perception

Multimodal perception forms the foundation of multimodal intelligence. In particular, spatial perception and multimod...

AI 聚合
2026-10-28
HuggingFace

The Lexical Imprint of Pre-training Data

How much of zero-shot benchmark accuracy is captured by word-level alignment between a pre-training corpus and the be...

AI 聚合
2026-10-28
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