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)
Balanced Open Set Domain Adaptation via Centroid Alignment
AAAI 2021
Bandit Learning with Delayed Impact of Actions
NeurIPS 2021
Bandit Quickest Changepoint Detection
NeurIPS 2021
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation
ICCV 2021
BASE Layers: Simplifying Training of Large, Sparse Models
ICML 2021
Basis-MelGAN: Efficient Neural Vocoder Based on Audio Decomposition
Interspeech 2021
Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design
JMLR 2021
BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer
NeurIPS 2021
Bayesian Adaptation for Covariate Shift
NeurIPS 2021
Bayesian Attention Belief Networks
ICML 2021
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition
Interspeech 2021
BCNet: Searching for Network Width With Bilaterally Coupled Network
CVPR 2021
BCORLE(λ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market
NeurIPS 2021
BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task
NAACL 2021
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models
NAACL 2021
Benchmarking a transformer-FREE model for ad-hoc retrieval
EACL 2021
Benchmarking: Past, Present and Future
ACL 2021
Benefiting From Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution
WACV 2021
BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter
NAACL 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks
EMNLP 2021
BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection
EACL 2021
Best-case lower bounds in online learning
NeurIPS 2021
Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification
NeurIPS 2021
Better Algorithms for Individually Fair k-Clustering
NeurIPS 2021
Better Neural Machine Translation by Extracting Linguistic Information from BERT
EACL 2021