HuggingFace
GBC: Gradient-Based Connections for Optimizing Multi-Agent Systems
Multi-agent systems (MAS) built on large language models (LLMs) provide a promising framework for solving complex tas...
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HuggingFace
Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents
Voice agents face a fundamental tension: the reasoning, retrieval, and tool use that make foundation models capable a...
HuggingFace
When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier Models
Multi-model LLM systems such as routing, voting, cascades, fusion, and mixture-of-agents are used to beat single-mode...
HuggingFace
Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments
As agentic systems continue to evolve and are widely deployed in real-world scenarios, there is a growing demand to f...
HuggingFace
LISA: Likelihood Score Alignment for Visual-condition Controllable Generation
The prevalent dual-branch paradigm, i.e., training a side network to encode visual conditions and fusing its intermed...
HuggingFace
EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
Earth Observation (EO) forecasting aims to predict future Earth surface dynamics from satellite observations under ch...
HuggingFace
Information-Aware KV Cache Compression for Long Reasoning
Reasoning capability has advanced rapidly in large language models (LLMs), leading to an increasing size of key-value...
HuggingFace
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
Process reward models enable fine-grained, step-level evaluation of LLMs, yet building them for agentic settings rema...
HuggingFace
ABACUS: Adapting Unified Foundation Model for Bridging Image Count Understanding and Generation
ABACUS is a unified vision-language model that handles object counting, crowd counting, referring-expression counting...
arXiv
Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts
We present a conceptual framework for analyzing dialogue in collaborative problem-solving contexts, with an emphasis ...
arXiv
From Celebrities to Anyone: Characterizing AI Nudification Content, Technology, and Community Dynamics on 4chan
AI nudification uses generative models to create synthetic non-consensual sexually explicit imagery (SNEACI) of real ...
arXiv
Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomy
Building persistent embodied agents in unstructured environments demands unified orchestration of heterogeneous tools...