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)
On the Robustness of Data-Driven Controllers for Linear Systems
L4DC 2020
On the Sparsity of Neural Machine Translation Models
EMNLP 2020
On the Use of Web Search to Improve Scientific Collections
EMNLP 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law
NeurIPS 2020
On the weak link between importance and prunability of attention heads
EMNLP 2020
On Vocabulary Reliance in Scene Text Recognition
CVPR 2020
Open Compound Domain Adaptation
CVPR 2020
Open Domain Question Answering based on Text Enhanced Knowledge Graph with Hyperedge Infusion
EMNLP 2020
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation
EMNLP 2020
Open Problem: Fast and Optimal Online Portfolio Selection
COLT 2020
Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias
Interspeech 2020
Open-Source Morphology for Endangered Mordvinic Languages
EMNLP 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks
ICML 2020
Optimal and Non-Discriminative Rehabilitation Program Design for Opioid Addiction Among Homeless Youth
IJCAI 2020
Optimal Differential Privacy Composition for Exponential Mechanisms
ICML 2020
Optimal Feature Transport for Cross-View Image Geo-Localization
AAAI 2020
Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer
ICML 2020
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems
IJCAI 2020
Optimal Private Median Estimation under Minimal Distributional Assumptions
NeurIPS 2020
Optimal Query Complexity of Secure Stochastic Convex Optimization
NeurIPS 2020
Optimal Strategies Against Generative Attacks
ICLR 2020
Optimization and Evaluation of an Intelligibility-Improving Signal Processing Approach (IISPA) for the Hurricane Challenge 2.0 with FADE
Interspeech 2020
Optimized Score Transformation for Fair Classification
AISTATS 2020
Optimizer Benchmarking Needs to Account for Hyperparameter Tuning
ICML 2020
Optimizing Millions of Hyperparameters by Implicit Differentiation
AISTATS 2020