Glossary
We take a multidisciplinary approach to a broad range of research areas. On joint projects, we leverage complementary research across NEC and partner organizations. Click on a glossary topic for the definition and our published papers.
0 – Feature
2 dim distribution matcher
3d convolution
3d feature flow diffusion
3d from single images
3d mapping
3d object localization
3d reconstruction
3d scene understanding
3d semantic segmentation
3d u net
4D light field
5g
5g applications
5g mobile communication
5g mobile front haul
5g network
5g network protection
5g networks
5g slice
5g wireless network
60ghz
802.11ax
abnormal behavior
accuracy fluctuation
acoustic array processing
acoustic communication
acoustic emission
acoustic sensing
acoustics
action localization
action recognition
active learning
adaptation speed
adaptive filter
adas
advanced persistent threat
adversarial attack
adversarial examples
adversarial learning
adversarial training
aggregates
aggregation
aggregator free federated learning
AI
ai based modeling
aiops
alert ranking
alert triage
analog beam alignment
analogical reasoning
analytic units
analytics applications
analytics units
annotation
anomaly detection
anomaly diagnosis
anousheh gholami
antenna diversity
application centric design
application pipeline
apt attacks
around the corner radar
array antennas ula
artificial intelligence
artificial neural network
arXiv
attack investigation
attention
attention mechanism
attention model
attribute generation
attributed network
audio loss
auditing
auto scaling
autoencoder
automated outlier detection
automatic and dynamic scaling
automotive sensing
autonomous driving
autonomous uav network
autonomous vehicles
average speed
aws wavelength
background knowledge
backhaul
backhaul network
backscattering
backtracking analysis
battery energy storage system
battery life
beam alignment
beam assignment
beam forming
beam management
beam search
beam tracking
beamforming
beamforming policy
behavior modeling
behavior prediction
behavioral query
behind the meter solar generation
benchmark
bess
big data
binding motif
binding prediction
biological sequence design
biometric
biometrics
bird eye view representations
bird’s eye view
bisection
blind cfo estimation
blind cfo estimation cyclic prefix (cp)
blind source separation
blind spot
blind‑spot coverage
blockchain based decentralization
bluetooth
body pose
brillouin optical time domain analysis
brillouin optical time domain reflectometry
brillouin scattering
broadcasting
brood x
bulk synchronous parallel
bundle adjustment
cable cut prevention
cable mapping
caching
calibration of neural networks
camera self calibration
cameras
careers
carrier frequency offset (cfo)
categorization
causal discovery
causal graph
causal structure learning
causality analysis
cellular networks
channel coding
channel reciprocity
channel reciprocity calibration
channel recurrent attention
channel recurrent vae gan
cheap supervision
chemical profiling method
chirp radar
chromatic dispersion
cicada
cicadas
claim verification
clairvoyant
classification
classifier
click through rate prediction
clique embedding
cloud
clustering
cnn
co clustering
codebook
codec control
coded aperture
coexistence system
cognition
coherent communications
coherent detection
coherent optical transmission
collaborative hybrid beamforming
commodity devices
commonsense reasoning
communication
community detection
compact encoding
comparative analysis
composite beamforming
composite beams
compositional generalization
compositional generation
compositional manipulation
compositional reasoning
compositionality
compression
computational imaging
computational modeling
computational pathology
computational photography
computer security
computer vision
computing methodologies
concept representation
concurrent sensing
conditional gan
conditional generative model
conditional generative models
constant time
content aware sequential pattern mining
content dependency modeling
context aware embedding
contextual bandits
contextualized
contiguous beams
continual learning
contrastive learning
convolutional lstm
convolutional neural network
convolutional neural networks
coordinated multi point transmission (comp)
coprocessor parallel computing
correlation
cost sensitive data collection
cross lingual
cross lingual transfer
cross modal interaction
cross modality learning
cross spectral streams
curiosity guided search
cvpr
cyber physical system
cyclic prefix (cp)
data augmentation
data center networks
data centers
data clustering
data crowdsourcing
data embedding
data exchange
data mining
data models
data parallelism
data provenance
data reduction
data science system security
data stream
data streams
data synchronization
data transformation
data transmission
data uncertainty
data visualization
dataset
DataXC
debugging
deduplication
deep autoencoder
deep convolutional neural networks
deep embedding
deep face recognition
deep generative model
deep hashing
deep learning
deep learning architectures and techniques
deep learning prediction
deep learning security
deep neural network
deep neural networks
deep patel
deep reinforcement learning
deep supervision
defending adversarial attacks
definitions
degradation resistant unfolding network
dense correspondences
density estimation
dependency modeling
deployment aware model
depth and semantic in painting
descriptors
device edge collaboration framework
dfos
dictionary learning
differentiable jpeg
differential homography
differential privacy
differential surrogate model
diffserv
digital forensics
digital image processing
digital pathology
digital signal processing
dimension reduction
disaggregating btm pv generation
discrete embedding
disentangled graph learning
disentangled representation
disentanglement
dispatch schedule
distance metric learning
distributed acoustic sensing
distributed acoustic sensing (das)
distributed acoustic sensor
distributed fiber optic sensing
distributed fiber optic sensor
distributed fiber optics sensing
distributed fiber sensing
distributed machine learning
distributed mimo
distributed mimo system
distributed optical fiber sensing
distributed sensing
distributed strain sensing
distributed temperature sensing
distributed vibration sensing
distribution lines
distribution shift
diverse trajectory prediction
diversity
diversity methods
diversity policy
divide and conquer
dnn defense
dns
docking energy
domain adaptation
domain generalization
domain language
domain language modeling
domain specialization
domain specific language
domain specific query language
driving scenes
drone
drone based videos
drone detection
drug discovery
dsss publication
dynamic camera parameter changes
dynamic causal discovery
dynamic channel selection
dynamic graphs
dynamic network embedding
dynamic networks
dynamic resource reservation
dynamic routing
dynamic treatment regimes
dynamically reconfigurable architectures
dynamics
early detection
early event detection
earthquake sensing
edfa
edge and cloud computing
edge cloud
edge cloud optimization
edge computing
edge embedding
edge epc
edge intelligence
eduardo mateo
effective network
efficiency
efficient video methods
elbo decomposition
embedded gpu computing
embedding
encryption
end to end learning
enhanced rayleigh scattering
ensemble learning
entailment
enterprise applications
enterprise information network
enterprise security system
entity embedding
entropy
epc
ethereum driven smart contracts
event localization
event prediction
event sequence modeling
events prediction
evidence
evidential neural network
experience replay
explainable ai
explainer
explanations
explore and pick
expressiveness
external frequency shifting
face
face analysis
face analytics
face and gestures
face anti spoofing
face clustering
face recognition
fact checking
fact verification
factuality score
fairness learning
fallen tree
fast and easy deployment
faster inference
feature decorrelation
feature extraction
feature fusion
feature interactions
feature transfer learning
feature warping
Federated – Peptide
federated learning
feedback
fever screening
few mode fiber
few shot
few shot learning
few shot segmentation
fiber cable determination
fiber characterization
fiber impairments
fiber optic
fiber optic acoustic sensor
fiber optic network
fiber optic networks
fiber optic sensors
fiber optics
fiber optics communications
fiber optics sensor
fiber optics sensors
fiber sensing
fiber sensing technology
field trials
fileless malware detection
filter generation
filtering
fine grained object recognition
finger vein
finite element analysis
fire detection
first responders
followup
food chemical analysis
forecasting
forensic analysis
foundation models
fourth industrial revolution
fractional search
free space optical communication
frequency domain decomposition
fso
full attention
full duplex communications
functional assay
fundus image segmentation
fusion
fuzzy neural network
gas sensor
gaussian mixture modeling
gawbs
gene regulation
generalization
generalized mutual information
generative adversarial network
generative adversarial networks
generative model
generative models
geometric correspondences
geometric shaping
geometry
gesture
global receptive field
gmm
gnn
grade crossing
graham neubig
graph analysis
graph convolutional networks
graph embedding
graph isomorphism
graph mining
graph neural network
graph neural networks
graph ranking
graph regularization
graph representation learning
graph similarity learning
graph sparsification
graph structural feature
grid level face mask attack
grounding
grpc
guided diffusion
h.264
hand held
hans peter graf
hard negative examples
hard positive example mining
hardware acceleration
hash table
hashing
hawkes process
health care
hepatocellular carcinoma
hermite gaussian modes
heterogeneous image fusion
heterogeneous label spaces
heuristic algorithm
hierarchical code
hierarchical imitation learning
hierarchical matching
hierarchical metric learning
hierarchical reinforcement learning
high capacity transmission
high dimensional data
high order feature interaction
homography field
host assessment
hough transform
human action recognition
human analysis
hybrid beamforming
hybrid sdn
hyper network
hypothesis testing
image and video synthesis and generation
image captioning
image classification
image compression
image features
image generation
image matching
image processing
image quality
image recognition and understanding
image rectification
image rendering
image representation
image resolution
image stitching
imitation learning
immunotherapy
impulsive acoustic event detection
impulsive acoustic event localization and classification
imputation
in service fiber sensing
incident analysis
incident response
inclusion exclusion principle
incremental learning
independent component analysis
indoor localization
industrial signal processing
industry 40
information bottleneck
information retrieval
infrastructure as a sensor
integer linear programming
integrated photonics
integrated systems
intel sgx
interaction prediction
interactive beam alignment
Interdependent networks
interference cancellation
interference estimation
interferometry
internet of things
interns
internship
internships
interpretability
interpretable deep learning
interpretable machine learning
interpretation
interpretations
intra channel xpm/fwm triplets
intrinsic image decomposition
intrusion detection
invariant network
invisible ai
iot
is patents
is publication
israa alqassem
joint beamforming
jpeg
k nearest neighbor
k nearest neighbors
keypoint only group activity recognition
keypoints
knowledge
knowledge distillation
knowledge graph
knowledge transfer
kpi sensor
kubernetes
label shift
lan
lane anchors
language based object detection
language models
large language models
latent classifier guidance
latent diffusion models
latent diffusion probabilistic models
latent low dimensional space
layout
lbp
learning 2d to 3d lifting for object detection in 3d for autonomous vehicles
learning to learn
least privilege principle
lidar
light field cameras
line monitoring
link prediction
linkerd
llm
local differential privacy
localization
log analysis
log anomaly detection
log event sequence detection
log parsing
long li
long tail face recogniton
low overhead
lstm
lte
lte licensed assisted access lte laa
ma blog
ma publication
machine learning
machine learning systems
machine vision
malware detection
masked language model
MateriAI
mean teacher
measurement
mec
media analytics
medical records
meera hahn
memory efficient
memory networks
memory usage optimization
meta learning
mhc
microclassifier
microservices
microwave oscillators
microwave photonics
millimeter wave
mimo
mining of spatial data
ml publication
mmwave
mo sha
mobile edge computing
mobility management
mode division multiplexing
model correction
model parallelism
modelette
modified explore and pick
modular networks
molecule optimization
monocular depth prediction
monocular slam
monocular visual data
monoplotting
multefire
multi antenna
multi dataset training
multi dimensional constellation
multi hop
multi hop reasoning
multi modal
multi resolution precoding
multi scale sequential pattern mining
multi sensor feature fusion
multi span fiber links
multi task learning
multi user
multi user communication
multi user scheduling
multi‑beamforming
multicasting
multicore
multicore fiber
multicore optical fiber
multimodal
multimodal representation
multipath fading
multiple agents
multiple antenna
multiple choice learning
multiplexing gain
multiscale representations
multitasking deep learning model
multivariate time series
multivariate time series retrieval
multivariate timeseries
nanoparticles
nasa
nats
natural language
natural language inference
natural language processing
navigation and autonomous driving
neoantigen
nerf
network
network architecture search
network as a sensor
network embedding
network field experiment
network optimization
network propagation
network reparameterization
network security
network slice
networks
neural architecture
neural architecture search
neural network
neural network for grease life prediction
neural network robustness
neural networks
NeurIPS
neuromorphic photonics
neurons
news analysis
nlc
nlos radar
nocs
node classification
node edge enhancement
node embedding
noisy data
noisy label
noma non orthogonal multiple access
non interactive beam alignment
numerical simulation
object detection
object detection categorization
object detection in videos
object detector
object localization
object pose
object pose estimation
object segmentation
occlusion reasoning
occlusions
ofc 24
ofc conference
OFC23
on premise ai
one class classification
one class recurrent neural network
one shot
ons blog
ons publication
open domain
open roadm
open vocabulary
openflow
opinion summarization
optical angular momentum
optical communication
optical communications
optical fiber
optical fiber applications
optical fiber communication
optical fiber communications
optical fiber measurement applications
optical fiber network
optical fiber sensing
optical fiber sensors
optical networking
optical networking sensing
optical networks
optical phase retrieval
optical sensing
optical transponders
optical vortex
optics
optimal quantization
optimal transport
optimized constellation
optoelectronic oscillator
orbital angular momentum
order
orthogonal frequency division multiplexing
out of distribution generalization
pairwise optimization
parallel decoding
parameter server
parameter tuning
parameterized neural network
parametric augmentation
parametric scene model
partition
passenger demand prediction
passive optical network
passive tags
pattern generation
pavement
pedestrain behaviors analysis
pedestrian retrieval
Peptide – Z
peptide
peptide mhc interaction
peptide recognition
peptide search
peptide vaccine design
perception
perceptual quality
perimeter intrusion detection
personalization
personalized federated learning
personalized models
perspective
phase modulation
phase noise
phase sensitive optical time domain reflectometry
photoacoustic characterization
photoacoustic imaging
phrase localization
physical modeling
physical reliable attacks
physics informed
pipelines
planning
point of interest recommendation
polarization sensing
policy adaptation
policy gradients
pooling
pose tracking
power transmission line
pre trained language models
pre training
precision
precoding
prediction
predictive models
principal component analysis
prioritization
priority based search
privacy
privacy preservation
probabilistic shaping
probing
process hierarchy
product classification
product matching
product representation learning
product reviews
product search
program behavior modeling
program verification
progressive processing
prompt
prompt tuning
prototype
prototype retrieval
provenance analysis
pruning technique
pseudo labeling
pseudo labels
pulse coding
qos
qot prediction
quadrant folding
quadrature amplitude modulation
quadruplet loss
quality metric
query optimization
question answering
question routing
queues and sdn
radio access network
radio environment map
rain detection
rain intensity detection
raman amplification
raman scattering
ran
random walks
rate adaptation
re configuration
real time
real time fever screening
real time processing
real time system
reasoning
recall
reciprocity calibration
recognition
recommendation
recommender systems
reconfigurable intelligent surface
reconfigurable intelligent surface (ris)
recurrent neural network
recurrent neural networks
reflectance estimation
regular time series
regularization
reinforcement learning
relative camera pose
reliability
remaining useful life estimation
remote sensing
representation learning
residual networks
resource allocation
resource challenged
resource management
resource orchestration
responsiveness
retail analytics
retrieval
rf signal processing
rf vision fusion
rfid
rich semantics
ris‑aided mimo
rnn
road condition
road layout
road safety enhancement
road surface anomaly
road traffic
roads
roadside lidar
robust beamforming
robustness assessment
rolling shutter
root cause analysis
runtime
safety critical
sarima
scalable
scale consistency
scanning beam
scene analysis and understanding
scene constraints
scene modeling
scene understanding
scrna seq
sdn
security
security and privacy
segmentation
self attention
self coherent detection
self imitation learning
self improving
self optimization
self optimizations
self supervised
self supervised learning
self training
semantic bird’s eye view
semantic segmentation
semantic top view representations
semantics
semi supervised
semi supervised domain adaptation
semi supervised learning
sensing and communication integration
sensing backhaul
sensor data
sensor fusion
sensor modeling
sensor placement problem
sensor tuning
sensors
sequence based attack
sequence classification
sequence discovery
sers
serverless
serverless computing
service handover
service interruption
set aggregation
setuid system calls
shape recovery
shared one
short term fairness
siamese neural network
signal processing
silicon photonic
silicon photonics
simulated and openstreetmap data
simulation
simulation in machine learning
simultaneous
simultaneous localization and mapping
simultaneous localization and mapping with rolling shutter
simultaneous video analytics
single image 3d structure prediction
single image rolling shutter camera motion estimation
single image rolling shutter correction
single image rolling shutter depth estimation
single view depth prediction
skeleton trajectories
skill discovery
slam
slicing
smart city
smart city applications
smart health and well being applications
software installation
software supply chain
sound event detection
source coding
source free adaptation
source free domain adaptation
space division multiplexing
spatial modes
spatial temporal mining
spatially varying brdf
spatio temporal
spatio temporal modeling
specification
spherical harmonics
splittable model
ssd
stand alone lte
stanford
stochastic programming
storage
strain sensing
stream analytics
stream compensation
stream fusion
stream processing
stream query
streaming
streaming system
street level imagery
structural health monitoring
structure
structure from motion
structure from motion with rolling shutter
structured output
submarine cable
submarine optical transmission
submarine transmission
subquestions
subspace clustering
successive interference cancellation
supervised binary embedding
supervised graph sparsification
supervised video representation
surveillance
survivable dfos placement
survivable dfos placement problem
svm
synchronized
system modeling
system modelling and optimization
system monitoring
t cell receptor
t cell receptor design
t cell receptors
tactical communications
tag discovery
task analysis
task representation
tcr
tcr t cell receptor
telecom infrastructure protection
telecom network
telecommunication networks
temperature sensing
temporal dependency modeling
temporal dynamics
temporal encoding
temporal graph
temporal graphs
temporal or spatio temporal data
temporal structural convolution
test time adaptation
text analytics
text classification
text generation
text learning
text similarity
text to video
text to video synthesis
text understanding
text2image generation
text2video
textual reasoning
the whole line bird’s eye view
thermal and visual imaging
three dimensional displays
three dimensional image acquisition
time series
time series analysis
time series data
time series domain adaptation
time series representation learning
time series retrieval
topology management
tracking
traffic detection
traffic flow
traffic monitoring
traffic simulation
training
trajectory prediction
transfer
transfer learning
transfer low shot long tail learning
transformer
transformer model
transformer network
transformers
transmission beam
trend prediction
trigger point detection
tumor cell ratio counting
turbulence forecasting
twin uniform linear array
twin uniform linear array (tula)
two layer beamforming
uav
uav based lte networks
uavs
umap
uncalibrated slam
uncertainty
uncertainty estimation
underground cable positioning
uniform linear array
uniform linear array (ula)
uniform planar array
uniform planar array (upa)
universal representation learning
unmanned aerial vehicle
unsupervised accuracy estimation
unsupervised anomaly detection
unsupervised clustering
unsupervised clustering algorithm
unsupervised domain adaptation
unsupervised learning
unsupervised machine learning algorithms
upa
urban intelligence
urban multimedia data
urban sensing
utilitarian fairness
utility pole
utility pole localization
uwb
varational autoencoder
varying length texts
vibration
vibration measurement
vibration signal
video analytics
video anomaly detection
video anomaly detection and localization
video captioning
video classification
video codec
video codecs
video compression
video deblur
video domain adaption
video generation
video representation learning
video sequences
video streaming
video understanding
videos
virtual camera
virtual knobs
vision and language
vision applications and systems
vision language
vision language modeling
vison transformer
visual odometry slam
visual privacy protection
visual question answering
visual question generation
visual reasoning
visual recognition
visualization
vlm
walk though gate
wave propagation
wavelength modulation spectroscopy
weak supervision
weakly supervised learning
weakly supervised matching
weather predictions
web application
whole slide imaging
wine quality
wine tannins
wireless backscatter
word embedding
word embeddings
zero shot learning
zero shot transfer
