Tom A. Lamb
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (15)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
computer vision
(1)
visual perception
(1)
object recognition
(1)
in-context learning
(1)
multimodal learning
(1)
universal approximation
(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)
universal approximator
(1)
test-time detection
(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
Universal In-Context Approximation By Prompting Fully Recurrent Models
NIPS 2024
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
NIPS 2024