Federico Danieli
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICML (2)
ACL (1)
ICLR (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
self-supervised learning
(2)
neural network training
(1)
transfer learning
(1)
entropy minimization
(1)
uncertainty quantification
(1)
test-time adaptation
(1)
image reconstruction
(1)
computational complexity
(1)
parallel computing
(1)
distribution shift
(1)
multiview learning
(1)
diffusion model
(1)
language model
(1)
inference acceleration
(1)
equivariant representation
(1)
inference speedup
(1)
length bia
(1)
robust loss
(1)
neural network
(1)
multiview self-supervised learning
(1)
Papers
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
ACL 2025
Theory, Analysis, and Best Practices for Sigmoid Self-Attention
ICLR 2025
Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity
ICML 2025
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation
WACV 2024
DeepPCR: Parallelizing Sequential Operations in Neural Networks
NIPS 2023
DUET: 2D Structured and Approximately Equivariant Representations
ICML 2023