Research Papers
EventEgoHands++ Brings Instance-Aware 3D Hand Reconstruction to Event Cameras
A new Hugging Face paper introduces EventEgoHands++, an event-camera framework for egocentric 3D hand mesh reconstruction that add...
Gaze as a Cue to Mutual Understanding: Cross-Corpus Study of MapTask and MUNDEX
A new study maps two collaborative dialogue corpora into a shared gaze vocabulary and finds that aligned references and "understoo...
Hugging Face Paper Proposes Zeroth-Order Method to Fix LLM Preference Alignment
A new paper introduces Comparison-based Preference Optimization (ComPO), a zeroth-order alignment method that extracts directional...
SpectralShift: Extending Gated DeltaNet's Context Window via Spectral Reparameterization
A new research paper proposes SpectralShift, a spectral reparameterization method for long-context continual pretraining of Gated...
HypoEvolve Uses Genetic Algorithms to Coordinate Multi-Agent LLMs for Scientific Hypothesis Discovery
A new framework called HypoEvolve applies a generational genetic algorithm to coordinate specialized LLM agents that propose, crit...
Hugging Face Releases Zing-0.5, a 5B Real-Time Playable World Model
Zing-0.5 is a 5B autoregressive world model that lets users explore generated worlds through joint keyboard and online text contro...
Hugging Face Paper Proposes XConf: Confidence Estimation Grounded in a Model's Own Experience
A new paper introduces XConf, an experiential confidence estimator that retrieves a model's own graded past episodes to judge how...
Hugging Face Paper Exposes 'Value Flattening' in PPO Critics, Proposes SP3O Fix
A new paper identifies Value Flattening, a systematic failure mode in PPO critics used for LLM reinforcement learning, and introdu...
LimiX-2 Debuts Contextual Mechanism Networks for Structured-Data Intelligence
Hugging Face researchers unveil LimiX-2, a pretrained foundation model built on Contextual Mechanism Networks and Context-Conditio...
EvolveTrade Lets LLM Trading Agents Rewrite Their Own Playbooks
A new Hugging Face paper introduces EvolveTrade, a framework that treats an LLM trading agent's system prompt as an evolving polic...
Hugging Face Paper Unveils VC-Attention for Faster Low-bit Video Generation
VC-Attention is a training-free low-bit attention framework that pairs value smoothing with a fused probability cast, delivering u...
Agora Turns Git Into Shared Memory So AI Research Agents Stop Repeating Each Other
A new Hugging Face paper proposes Agora, a Git-backed append-only DAG that records every research claim as a rerunnable commit, an...