Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Geometric Dataset Distances via Optimal Transport
NeurIPS 2020
Geometry-aware domain adaptation for unsupervised alignment of word embeddings
ACL 2020
GestureDet: Real-time Student Gesture Analysis with Multi-dimensional Attention-based Detector
IJCAI 2020
GhostNet: More Features From Cheap Operations
CVPR 2020
Ghostor: Toward a Secure Data-Sharing System from Decentralized Trust
NSDI 2020
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification
NeurIPS 2020
Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search
NeurIPS 2020
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data
NeurIPS 2020
Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks
AAAI 2020
Good-Enough Compositional Data Augmentation
ACL 2020
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
ICML 2020
Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and Retrieval
CVPR 2020
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification
COLING 2020
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks
ICML 2020
GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification
NeurIPS 2020
GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response
AAAI 2020
GradAug: A New Regularization Method for Deep Neural Networks
NeurIPS 2020
Gradient ℓ_1 Regularization for Quantization Robustness
ICLR 2020
Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers
JMLR 2020
Gradient Perturbation is Underrated for Differentially Private Convex Optimization
IJCAI 2020
Gradient Regularized V-Learning for Dynamic Treatment Regimes
NeurIPS 2020
Gradually Vanishing Bridge for Adversarial Domain Adaptation
CVPR 2020
Graduate Employment Prediction with Bias
AAAI 2020
Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses
EMNLP 2020
Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner’s Error Tendency
ACL 2020