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)
vqSGD: Vector Quantized Stochastic Gradient Descent
AISTATS 2021
WaNet - Imperceptible Warping-based Backdoor Attack
ICLR 2021
Wasserstein-2 Generative Networks
ICLR 2021
Wasserstein Barycenter for Multi-Source Domain Adaptation
CVPR 2021
Wasserstein Contrastive Representation Distillation
CVPR 2021
Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
ICML 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining
EMNLP 2021
Watermarking Deep Neural Networks with Greedy Residuals
ICML 2021
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning
AAAI 2021
Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator
ICCV 2021
Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching
IJCAI 2021
Weaving a Semantic Web of Credibility Reviews for Explainable Misinformation Detection (Extended Abstract)
IJCAI 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
CVPR 2021
We Don't Speak the Same Language: Interpreting Polarization through Machine Translation
AAAI 2021
Weight Distillation: Transferring the Knowledge in Neural Network Parameters
ACL 2021
We Need To Talk About Random Splits
EACL 2021
What Can Style Transfer and Paintings Do for Model Robustness?
CVPR 2021
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks?
ACL 2021
What is Your Article Based On? Inferring Fine-grained Provenance
ACL 2021
What Makes Multi-Modal Learning Better than Single (Provably)
NeurIPS 2021
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts
ACL 2021
What to Pre-Train on? Efficient Intermediate Task Selection
EMNLP 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding?
NAACL 2021
When and Why a Model Fails? A Human-in-the-loop Error Detection Framework for Sentiment Analysis
NAACL 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute
EMNLP 2021