HuggingFace
CUAWright: A Minimal Unified Interface for Digital Agents
The prevailing approach to computer-use agents couples a model with a domain-specific harness: a browser or desktop e...
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HuggingFace
PointWAM: 3D World Action Modeling for Dexterous Robotic Manipulation
World action models jointly learn to forecast world dynamics and predict robot actions, such that the learned interna...
arXiv
Low-Cost Video--Time Priors as a Strong Baseline for EEG--fNIRS Emotion Regression on Familiar Videos
Continuous emotion regression estimates moment-to-moment valence and arousal while a viewer watches a video. In famil...
arXiv
Depth as Time in One-Step Generative Models
The recent wave of one-step generative models, which compress the multi-step trajectory of diffusion via either disti...
arXiv
NeutronGym: Physics-Graded Neutron Instrument Design for LLM Agents
Designing a scientific instrument tests whether language-model agents can do physics rather than recall it, provided ...
arXiv
Credit Where It Matters: Dependency-Aware Policy Optimization for Terminal Agents
Terminal-using agents benefit from reinforcement learning (RL) in coding, debugging, and other multi-step terminal ta...
arXiv
LoGo: Local-Global Rewards for Consistent Long-Horizon Video Generation
Camera-controlled video models are rapidly advancing toward long generation horizons and complex camera control. A ke...
arXiv
Do Large Language Models Know Colombian Law? A Reliability Benchmark for the Colombian Legal System
Large language models (LLMs) are increasingly used to support legal practice, education, and research, yet their reli...
arXiv
On-Board Anomaly Detection for Efficient Marine Environmental Monitoring
Marine ecosystems are impacted by various threats such as oil spills, algal blooms, and sediment floods, which disrup...
arXiv
MRVQ: One Resident Index for Dimension- and Rate-Elastic Vector Search
Dense-retrieval services must switch among embedding-prefix dimensions and index bit rates as latency, quality, and m...
arXiv
Revisiting Input Time-frequency Representations in Multi-pitch Estimation for Vocal Ensembles
Multi-pitch estimation in vocal ensembles is challenging because singers occupy overlapping pitch ranges and often si...
arXiv
FrugalEvo: Towards Cost-Aware LLM-Guided Program Evolution
LLM-guided evolutionary methods, such as AlphaEvolve, have emerged as powerful approaches for challenging computation...