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)
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis
ACML 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection
NeurIPS 2020
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance
CVPR 2020
Sample Complexity of Uniform Convergence for Multicalibration
NeurIPS 2020
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning
ICML 2020
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy Learning
CoRL 2020
Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot
NeurIPS 2020
SATNet: Symmetric Adversarial Transfer Network Based on Two-Level Alignment Strategy towards Cross-Domain Sentiment Classification (Student Abstract)
AAAI 2020
SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention
MIDL 2020
SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR
Interspeech 2020
Scalable and Generalizable Social Bot Detection through Data Selection
AAAI 2020
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding
AAAI 2020
Scalable Differential Privacy with Certified Robustness in Adversarial Learning
ICML 2020
Scalable Feature Selection for (Multitask) Gradient Boosted Trees
AISTATS 2020
Scalable Graph Neural Networks via Bidirectional Propagation
NeurIPS 2020
Scalable Model Compression by Entropy Penalized Reparameterization
ICLR 2020
Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model
COLING 2020
Scale Match for Tiny Person Detection
WACV 2020
ScaleNet - Improve CNNs through Recursively Rescaling Objects
AAAI 2020
schuBERT: Optimizing Elements of BERT
ACL 2020
scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn
JMLR 2020
ScopeFlow: Dynamic Scene Scoping for Optical Flow
CVPR 2020
SCOP: Scientific Control for Reliable Neural Network Pruning
NeurIPS 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions
EMNLP 2020
Screenplay Quality Assessment: Can We Predict Who Gets Nominated?
ACL 2020