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)
Towards Better Vision-Inspired Vision-Language Models
CVPR 2024
Towards Building the LEMI Readability Platform for Children’s Literature in the Romanian Language
COLING 2024
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
NeurIPS 2024
Towards Certified Unlearning for Deep Neural Networks
ICML 2024
Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators
ICLR 2024
Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs
ICLR 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
NeurIPS 2024
Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue
COLING 2024
Towards Content Accessibility Through Lexical Simplification for Maltese as a Low-Resource Language
EACL 2024
Towards Continual Knowledge Graph Embedding via Incremental Distillation
AAAI 2024
Towards Cost-effective Multi-style Conversations: A Pilot Study in Task-oriented Dialogue Generation
COLING 2024
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments
IJCAI 2024
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
ICLR 2024
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration
NeurIPS 2024
Towards Domain-Aware Knowledge Distillation for Continual Model Generalization
WACV 2024
Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization
ICLR 2024
Towards Domain-Specific Network Transport for Distributed DNN Training
NSDI 2024
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation
IJCAI 2024
Towards Editing Time Series
NeurIPS 2024
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask
Interspeech 2024
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
AAAI 2024
Towards efficient deep spiking neural networks construction with spiking activity based pruning
ICML 2024
Towards efficient self-supervised representation learning in speech processing
EACL 2024
Towards Efficient Spiking Transformer: a Token Sparsification Framework for Training and Inference Acceleration
ICML 2024
Towards Efficient Training and Evaluation of Robust Models against l_0 Bounded Adversarial Perturbations
ICML 2024