Second-Order Path Kernel Interpolation Formulas in Machine Learning
A robotics research paper on Second-Order Path Kernel Interpolation Formulas in Machine Learning.
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Accelerated Decentralized Stochastic Gradient Descent for Strongly Convex Optimization
A robotics research paper on Accelerated Decentralized Stochastic Gradient Descent for Strongly Convex Optimization.
Implicit Data Synthesis for Contrastive Unsupervised Data Augmentation
A robotics research paper on Implicit Data Synthesis for Contrastive Unsupervised Data Augmentation.
Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning
A robotics research paper on Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning.
Differences in Detection: Explainability Where it Matters
A robotics research paper on Differences in Detection: Explainability Where it Matters.
Affordance-Based Hierarchical Reinforcement Learning for Quadruped Pedipulation
A robotics research paper on Affordance-Based Hierarchical Reinforcement Learning for Quadruped Pedipulation.
Streaming Video Generation with Streaming Force Control
A robotics research paper on Streaming Video Generation with Streaming Force Control.
MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism
A robotics research paper on MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism.
UniSHARP: Universal Sharp Monocular View Synthesis
A robotics research paper on UniSHARP: Universal Sharp Monocular View Synthesis.
How reliable are LLMs when it comes to playing dice?
A robotics research paper on How reliable are LLMs when it comes to playing dice?.
IDDMBSE: Integrating Data-Driven and Model-Based Systems Engineering for Trusted Autonomous Cyber-Physical Systems
A robotics research paper on IDDMBSE: Integrating Data-Driven and Model-Based Systems Engineering for Trusted Autonomous Cyber-Physical Systems.
PhyRoGen: Synthetic Generation of Physical Robot Manipulation Puzzles Using Procedural Content Generation
A robotics research paper on PhyRoGen: Synthetic Generation of Physical Robot Manipulation Puzzles Using Procedural Content Generation.
What Matters When Cotraining Robot Manipulation Policies on Everyday Human Videos?
A robotics research paper on What Matters When Cotraining Robot Manipulation Policies on Everyday Human Videos?.
AEGIS: A Backup Reflex for Physical AI
A robotics research paper on AEGIS: A Backup Reflex for Physical AI.
Optimal Control Approach for Non-prehensile Ball Juggling Using a 7-DoF Manipulator
A robotics research paper on Optimal Control Approach for Non-prehensile Ball Juggling Using a 7-DoF Manipulator.
AxisGuide: Grounding Robot Action Coordinate System in RGB Observations for Robust Visuomotor Manipulation
A robotics research paper on AxisGuide: Grounding Robot Action Coordinate System in RGB Observations for Robust Visuomotor Manipulation.
Unsupervised Skill Discovery for Agentic Data Analysis
A robotics research paper on Unsupervised Skill Discovery for Agentic Data Analysis.
RiskFlow: Fast and Faithful Safety-Critical Traffic Scenario Generation
A robotics research paper on RiskFlow: Fast and Faithful Safety-Critical Traffic Scenario Generation.
Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs
A robotics research paper on Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs.
Latent Reasoning with Normalizing Flows
A robotics research paper on Latent Reasoning with Normalizing Flows.