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
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'25
Papers (including subtopics)
When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding
IJCAI 2021
When differential privacy meets NLP: The devil is in the detail
EMNLP 2021
When Does Data Augmentation Help With Membership Inference Attacks?
ICML 2021
When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking
NeurIPS 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks
CVPR 2021
When OT meets MoM: Robust estimation of Wasserstein Distance
AISTATS 2021
Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data
AAAI 2021
Which is Better for Deep Learning: Python or MATLAB? Answering Comparative Questions in Natural Language
EACL 2021
Why Do Better Loss Functions Lead to Less Transferable Features?
NeurIPS 2021
Wide-Baseline Multi-Camera Calibration Using Person Re-Identification
CVPR 2021
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
NeurIPS 2021
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language
EMNLP 2021
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER
EMNLP 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering
EMNLP 2021
Winning Lottery Tickets in Deep Generative Models
AAAI 2021
Winograd Algorithm for AdderNet
ICML 2021
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
ICLR 2021
Without Further Ado: Direct and Simultaneous Speech Translation by AppTek in 2021
ACL 2021
WrapNet: Neural Net Inference with Ultra-Low-Precision Arithmetic
ICLR 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing
ACL 2021
XCiT: Cross-Covariance Image Transformers
NeurIPS 2021
Y2-Net FCRN for Acoustic Echo and Noise Suppression
Interspeech 2021
YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing
SemEval 2021
YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images
SemEval 2021