HuggingFace
Jeva: System One Models from First Principles
System one models enable direct, low-latency decision-making. Yet recent practice of predicting an answer from serial...
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HuggingFace
HexaBee-4B: Six-Language Translation with Multilingual Answering and Bidirectional Supervision
Multilingual translation requires a model to preserve meaning while producing text in a requested language. We presen...
HuggingFace
Agent-Reflex: Teaching Language Agents to Act Reflectively
Large language models have evolved from single-turn chatbots into interactive agents capable of long-horizon reasonin...
HuggingFace
WorldRecon: Generative Multi-View Mesh Reconstruction for Large-Scale 3D World
Reconstructing complete, high-quality meshes of large-scale scenes from unposed multi-view images requires faithful g...
HuggingFace
Data-Centric Recursive Self-Improvement for Navigation via Policy-Synchronized Language-Action Dual Bootstrapping
Vision-language navigation requires agents to follow natural-language instructions to reach target locations, making ...
HuggingFace
LightVAE: Towards Compact and Efficient Video Autoencoders
Latent diffusion models enable high-quality video generation, but video VAE encoding and decoding remain computationa...
HuggingFace
SWE-MISBEHAVIOR: Benchmarking and Mitigating Boundary Violations in Software Coding Agents
We present SWE-MISBEHAVIOR, the first taxonomy and evaluation framework for diagnosing boundary-violating misbehavior...
HuggingFace
Latent World Action Model for GUI Agents
Pixel-space world models have recently emerged as a promising approach for GUI agents, predicting future screens prio...
HuggingFace
4LC: 4D Latent Cache for Efficient Conditioning in Dynamic World Modeling
For video generation in dynamic world modeling, observed static and dynamic content should be efficiently reused to p...
HuggingFace
Self-Distillation with Verbal Regularization
On-policy self-distillation (OPSD) trains a large language model using supervision from a teacher instantiated from t...
HuggingFace
EviScene: Beyond "Is It AI?" for Agentic Image Factuality Assessment
Determining whether an image is AI-generated does not establish whether the situation it depicts is factually support...
HuggingFace
SHELDON: Reasoning through Dual Search over Hypothesis and Observation Spaces
Test-time scaling has enabled LLMs to solve increasingly complex reasoning, discovery, and optimization tasks. Howeve...