Tom A. Lamb
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Machine Learning
(3)
Deep Learning
(2)
Core Methods
(2)
Learning Types
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
robustness
(1)
computer vision
(1)
visual perception
(1)
object recognition
(1)
in-context learning
(1)
multimodal learning
(1)
universal approximation
(1)
instruction tuning
(1)
shape recognition
(1)
layer-wise analysis
(1)
state space model
(1)
recurrent neural network
(1)
foundation model
(1)
vision-language model
(1)
hallucination detection
(1)
model reliability
(1)
abstract shape
(1)
dataset evaluation
(1)
foundation model capability
(1)
information flow
(1)
Papers
Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions
EMNLP 2025
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
ICML 2025
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
NeurIPS 2024
Universal In-Context Approximation By Prompting Fully Recurrent Models
NeurIPS 2024