MicroProbe: Efficient Reliability Assessment for Foundation Models with Minimal Data
Fuente:
arXiv
Saved in:
| Main Authors: | Bansal, Aayam, Gangwani, Ishaan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Light-Weight Benchmarks Reveal the Hidden Hardware Cost of Zero-Shot Tabular Foundation Models
by: Gangwani, Ishaan, et al.
Published: (2025)
by: Gangwani, Ishaan, et al.
Published: (2025)
AgentComm-Bench: Stress-Testing Cooperative Embodied AI Under Latency, Packet Loss, and Bandwidth Collapse
by: Bansal, Aayam, et al.
Published: (2026)
by: Bansal, Aayam, et al.
Published: (2026)
Zero-Training Temporal Drift Detection for Transformer Sentiment Models: A Comprehensive Analysis on Authentic Social Media Streams
by: Bansal, Aayam, et al.
Published: (2025)
by: Bansal, Aayam, et al.
Published: (2025)
Reason-to-Transmit: Deliberative Adaptive Communication for Cooperative Perception
by: Bansal, Aayam, et al.
Published: (2026)
by: Bansal, Aayam, et al.
Published: (2026)
Sketch2Feedback: Grammar-in-the-Loop Framework for Rubric-Aligned Feedback on Student STEM Diagrams
by: Bansal, Aayam
Published: (2026)
by: Bansal, Aayam
Published: (2026)
Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact
by: Bansal, Aayam
Published: (2025)
by: Bansal, Aayam
Published: (2025)
Emotional Analysis of Fashion Trends Using Social Media and AI: Sentiment Analysis on Twitter for Fashion Trend Forecasting
by: Bansal, Aayam, et al.
Published: (2025)
by: Bansal, Aayam, et al.
Published: (2025)
Linguistic Complexity and Socio-cultural Patterns in Hip-Hop Lyrics
by: Bansal, Aayam, et al.
Published: (2025)
by: Bansal, Aayam, et al.
Published: (2025)
NoRD: A Data-Efficient Vision-Language-Action Model that Drives without Reasoning
by: Rawal, Ishaan, et al.
Published: (2026)
by: Rawal, Ishaan, et al.
Published: (2026)
Unified Smart Factory Model: A model-based Approach for Integrating Industry 4.0 and Sustainability for Manufacturing Systems
by: Kaushal, Ishaan, et al.
Published: (2025)
by: Kaushal, Ishaan, et al.
Published: (2025)
Safeguarding AI Agents: Developing and Analyzing Safety Architectures
by: Domkundwar, Ishaan, et al.
Published: (2024)
by: Domkundwar, Ishaan, et al.
Published: (2024)
DeepAveragers: Offline Reinforcement Learning by Solving Derived Non-Parametric MDPs
by: Shrestha, Aayam, et al.
Published: (2020)
by: Shrestha, Aayam, et al.
Published: (2020)
Generating Physically Realistic and Directable Human Motions from Multi-Modal Inputs
by: Shrestha, Aayam, et al.
Published: (2025)
by: Shrestha, Aayam, et al.
Published: (2025)
Decoding Latent Attack Surfaces in LLMs: Prompt Injection via HTML in Web Summarization
by: Verma, Ishaan, et al.
Published: (2025)
by: Verma, Ishaan, et al.
Published: (2025)
Data-Efficient Symbolic Regression via Foundation Model Distillation
by: Ying, Wangyang, et al.
Published: (2025)
by: Ying, Wangyang, et al.
Published: (2025)
Longitudinal Boundary Sharpness Coefficient Slopes Predict Time to Alzheimer's Disease Conversion in Mild Cognitive Impairment: A Survival Analysis Using the ADNI Cohort
by: Cherukuri, Ishaan
Published: (2026)
by: Cherukuri, Ishaan
Published: (2026)
Probing the Hidden Talent of ASR Foundation Models for L2 English Oral Assessment
by: Chao, Fu-An, et al.
Published: (2025)
by: Chao, Fu-An, et al.
Published: (2025)
Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots
by: Dugar, Pranay, et al.
Published: (2024)
by: Dugar, Pranay, et al.
Published: (2024)
Probing the Impact of Scale on Data-Efficient, Generalist Transformer World Models for Atari
by: Kim, Jooyeon
Published: (2026)
by: Kim, Jooyeon
Published: (2026)
Leveraging LSTM for Predictive Modeling of Satellite Clock Bias
by: Bhatt, Ahan, et al.
Published: (2024)
by: Bhatt, Ahan, et al.
Published: (2024)
The impact of hyper automation on streamlining enterprise digital workflows
by: Ishaan Rathore
Published: (2022)
by: Ishaan Rathore
Published: (2022)
No More Marching: Learning Humanoid Locomotion for Short-Range SE(2) Targets
by: Dugar, Pranay, et al.
Published: (2025)
by: Dugar, Pranay, et al.
Published: (2025)
Grounding Vision and Language to 3D Masks for Long-Horizon Box Rearrangement
by: Malik, Ashish, et al.
Published: (2026)
by: Malik, Ashish, et al.
Published: (2026)
How Reliable are Causal Probing Interventions?
by: Canby, Marc, et al.
Published: (2024)
by: Canby, Marc, et al.
Published: (2024)
A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models
by: Sharma, Vansh, et al.
Published: (2023)
by: Sharma, Vansh, et al.
Published: (2023)
Data Language Models: A New Foundation Model Class for Tabular Data
by: Erol, Eda, et al.
Published: (2026)
by: Erol, Eda, et al.
Published: (2026)
GUIDE: Graphical User Interface Data for Execution
by: Chawla, Rajat, et al.
Published: (2024)
by: Chawla, Rajat, et al.
Published: (2024)
Hybrid Firefly-Genetic Algorithm for Single and Multi-dimensional 0-1 Knapsack Problems
by: Malanthara, Aswathi, et al.
Published: (2024)
by: Malanthara, Aswathi, et al.
Published: (2024)
Reliability Assessment of Information Sources Based on Random Permutation Set
by: Xu, Juntao, et al.
Published: (2024)
by: Xu, Juntao, et al.
Published: (2024)
Foundation World Models for Agents that Learn, Verify, and Adapt Reliably Beyond Static Environments
by: Delgrange, Florent
Published: (2026)
by: Delgrange, Florent
Published: (2026)
Interactive Video Generation via Domain Adaptation
by: Rawal, Ishaan, et al.
Published: (2025)
by: Rawal, Ishaan, et al.
Published: (2025)
SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures
by: Park, Keondo, et al.
Published: (2026)
by: Park, Keondo, et al.
Published: (2026)
Structured Personalization: Modeling Constraints as Matroids for Data-Minimal LLM Agents
by: Platnick, Daniel, et al.
Published: (2025)
by: Platnick, Daniel, et al.
Published: (2025)
Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data
by: Redekop, Ekaterina, et al.
Published: (2025)
by: Redekop, Ekaterina, et al.
Published: (2025)
Probing the Embedding Space of Transformers via Minimal Token Perturbations
by: Conti, Eddie, et al.
Published: (2025)
by: Conti, Eddie, et al.
Published: (2025)
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
by: Vafa, Keyon, et al.
Published: (2025)
by: Vafa, Keyon, et al.
Published: (2025)
A Novel Computational and Modeling Foundation for Automatic Coherence Assessment
by: Maimon, Aviya, et al.
Published: (2023)
by: Maimon, Aviya, et al.
Published: (2023)
Latent Causal Probing: A Formal Perspective on Probing with Causal Models of Data
by: Jin, Charles, et al.
Published: (2024)
by: Jin, Charles, et al.
Published: (2024)
Resolving Zadehs Paradox Axiomatic Possibility Theory as a Foundation for Reliable Artificial Intelligence
by: Oleksii, Bychkov, et al.
Published: (2025)
by: Oleksii, Bychkov, et al.
Published: (2025)
A Hierarchical Imprecise Probability Approach to Reliability Assessment of Large Language Models
by: Aghazadeh-Chakherlou, Robab, et al.
Published: (2025)
by: Aghazadeh-Chakherlou, Robab, et al.
Published: (2025)
Similar Items
-
Light-Weight Benchmarks Reveal the Hidden Hardware Cost of Zero-Shot Tabular Foundation Models
by: Gangwani, Ishaan, et al.
Published: (2025) -
AgentComm-Bench: Stress-Testing Cooperative Embodied AI Under Latency, Packet Loss, and Bandwidth Collapse
by: Bansal, Aayam, et al.
Published: (2026) -
Zero-Training Temporal Drift Detection for Transformer Sentiment Models: A Comprehensive Analysis on Authentic Social Media Streams
by: Bansal, Aayam, et al.
Published: (2025) -
Reason-to-Transmit: Deliberative Adaptive Communication for Cooperative Perception
by: Bansal, Aayam, et al.
Published: (2026) -
Sketch2Feedback: Grammar-in-the-Loop Framework for Rubric-Aligned Feedback on Student STEM Diagrams
by: Bansal, Aayam
Published: (2026)