HuggingFace

Learning Dynamics of Continual Learning: A Unified View of Data Attribution, Forgetting, and Plasticity Loss

Modern language models are likely to be updated throughout their lifetime rather than trained once and frozen. Each u...

AI 聚合
2026-10-01
HuggingFace

Scaling Properties of Same-Family On-Policy Distillation

*Reinforcement learning (RL)* can induce substantial reasoning capabilities in large language models (LLMs), but how ...

AI 聚合
2026-10-01
HuggingFace

Can Agents Design Libraries for Agents?

Agents increasingly build on code written by other agents, and they reimplement rather than reuse, growing the codeba...

AI 聚合
2026-10-01
HuggingFace

Org-Agent: Beyond Personal Assistants Towards Organizational Agents

Language model agents serving organizations must coordinate requests from multiple users while using knowledge distri...

AI 聚合
2026-10-01
HuggingFace

Periodic Weak Spots: Phase Sensitivity from Chunked KV-Cache Compression

Chunked KV-cache compression reduces the memory and attention costs of long-context inference by compressing windows ...

AI 聚合
2026-10-01
HuggingFace

Fractional State Space Transition for Long Sequence Modeling

State Space Models (SSMs) compress sequence history into a bounded recurrent state, making the resulting memory law a...

AI 聚合
2026-10-01
HuggingFace

What Makes Recurrence Effective in Looped Language Models?

Looped language models (LoopLMs) increase computational depth through parameter sharing, offering a path to scale inf...

AI 聚合
2026-10-01
HuggingFace

PreviewDiff: Multimodal Critic-Guided Search over Diffusion Latents

Diffusion models can produce striking images and videos, but they still struggle with the compositional details that ...

AI 聚合
2026-10-01
HuggingFace

AgentTell: Behavioural Side-Channel Leakage in Browser-Use Agents

Browser-use agents often carry information in their context as they move between websites. While it may be necessary ...

AI 聚合
2026-10-01
HuggingFace

Counterfactual Video Generation Enables Scalable Humanoid Loco-Manipulation

Teaching humanoids loco-manipulation skills, such as carrying diverse objects, via visual imitation is a promising pa...

AI 聚合
2026-10-01
arXiv

Neural topology optimization of ship structures under propulsion machinery vibrations

Ship structural vibrations contribute to noise, fatigue, and equipment damage, while dynamic-compliance topology opti...

AI 聚合
2026-09-30
arXiv

Character Training for Risk-Averse Agents

Risk aversion in resources could prevent misaligned AI agents from causing catastrophic harm. Misaligned but risk-ave...

AI 聚合
2026-09-30
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