Index

ABC-Net, 4, 13

Accelerated Proximal Gradient (APG), 79

Accuracy occupy (AO), 14

AdaBoost, 138

AFLW2000-3D, 14

AFLW-PIFA, 14

ALBERT, 137

Alternating Direction Method of Multipliers

(ADMM), 11

Anti-Bandit for Neural Architecture Search

(ABanditNAS), 92

Average precision (AP), 32

Batch Normalization, 2

BayesBiNN, 12

Bayesian neural network (BayesNN), 68

BEBERT, 138

BENN, 12

BERT, 119

BiBERT, 138

Bi-ColBERT, 147

BiDet, 166

Bi-FC, 159

BinaryBERT, 134

BinaryConnect, 2

BinaryDenseNet, 7

BinaryDuo, 12

BinaryNet, 2

Binarized Neural Architecture Search

(BNAS), 10

Binary Neural Networks (BNN), 1, 2

BinaryRelax, 11

Binary-Weight-Networks (BWN), 4

Bi-Real Net, 3

BiRe-ID, 151

BLEU, 124

BMES, 91

BMXNet, 12

BONN, 14

BWNH, 11

Cascade R-CNN, 150

CBCNs, 11

Child-Parent (CP) Model, 10

CIFAR-10, 13

CIFAR-100, 13

CI-BCNN, 11

CIoU, 150

Circulant Binary Convolution, 11

Circulant Filters (CiFs), 11

CNN, 13

COCO, 34

ColBERT, 146

Computer vision (CV), 21

CoNNL-03, 126

Coverage-Aware, 150

CP-NAS, 14

CycleGAN, 149

DA, 35

DARTS, 167

Deep Neural Networks (DNN), 13

DeiT, 24

Density-ReLU (DReLU), 82

Detection transformer (DETR), 28

Deterministic Binary Filters (DBFs), 11

Differentiable Binarization Search (DBS),

167

Differentiable Soft Quantization, 3

Directed Acyclic Graph (DAG), 95

Direction-Matching Distillation (DMD), 141

Discrepant Child-Parent Neural

Architecture Search (DCP-NAS),

105

Discrete Backpropagation via Projection

(DBPP), 50

DistillBERT, 137

Distribution Guided Distillation (DGD), 22

Distribution Rectification Distillation

(DRD), 30

DynaBERT, 137

Error Decay Estimator (EDE), 84

Fast Iterative Shrinkage-Thresholding

Algorithm (FISTA), 79

203

AFLW, 14