Nicholas D. Lane
16 papers · 2018–2026 · 10 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
(74)
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Trend Setter
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Renaissance Researcher
(5)
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Century Club · Bronze
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The Questioner
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(9)
Deep Learning
(9)
Application Areas
(6)
Learning Paradigms
(5)
Optimization & Theory · Deep Learning
(5)
Speech & Audio
(4)
Architectures
(4)
Core AI
(4)
Optimization & Theory · Machine Learning
(3)
Recognition
(3)
Computer Vision
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Keywords
model compression
(5)
federated learning
(3)
automatic speech recognition
(3)
binary neural network
(2)
multi-channel speech recognition
(2)
distant speech recognition
(2)
neural network optimization
(2)
efficient computing
(2)
matrix factorization
(1)
model unlearning
(1)
image restoration
(1)
neural architecture search
(1)
unsupervised domain adaptation
(1)
speech synthesis
(1)
in-context learning
(1)
adversarial learning
(1)
dynamic routing
(1)
knowledge editing
(1)
model merging
(1)
visual representation
(1)
Papers
Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?
AAAI 2026
Demystifying Small Language Models for Edge Deployment
ACL 2025
CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics
NeurIPS 2024
Meta-Learned Kernel for Blind Super-Resolution Kernel Estimation
WACV 2024
A First Look into the Carbon Footprint of Federated Learning
JMLR 2023
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning
ICCV 2023
Zero-Cost Operation Scoring in Differentiable Architecture Search
AAAI 2023
Bunched LPCNet: Vocoder for Low-Cost Neural Text-To-Speech Systems
Interspeech 2020
FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition
Interspeech 2020
Iterative Compression of End-to-End ASR Model Using AutoML
Interspeech 2020
Journey Towards Tiny Perceptual Super-Resolution
ECCV 2020
Quaternion Neural Networks for Multi-Channel Distant Speech Recognition
Interspeech 2020
Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification
Interspeech 2020
An Empirical study of Binary Neural Networks' Optimisation
ICLR 2019
ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning
Interspeech 2019
Deterministic Binary Filters for Convolutional Neural Networks
IJCAI 2018