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)
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
NeurIPS 2024
Transforming Healthcare: A Comprehensive Approach to Mitigating Bias and Fostering Empathy through AI-Driven Augmented Reality
AAAI 2024
Transforming Recommender Systems: Balancing Personalization, Fairness, and Human Values
IJCAI 2024
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner
NeurIPS 2024
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression
AISTATS 2024
Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models
AAAI 2024
Translating speech with just images
Interspeech 2024
Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning
ICML 2024
Translation of Multifaceted Data without Re-Training of Machine Translation Systems
EMNLP 2024
Translingual Language Markers for Cognitive Assessment from Spontaneous Speech
Interspeech 2024
Transolver: A Fast Transformer Solver for PDEs on General Geometries
ICML 2024
Transportable Representations for Domain Generalization
AAAI 2024
Transport-based Counterfactual Models
JMLR 2024
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks
NeurIPS 2024
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification
ACL 2024
Tree Cross Attention
ICLR 2024
TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly
ECCV 2024
TRIBBLE - TRanslating IBerian languages Based on Limited E-resources
EMNLP 2024
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization
NeurIPS 2024
TRINS: Towards Multimodal Language Models that Can Read
CVPR 2024
Triple Feature Disentanglement for One-Stage Adaptive Object Detection
AAAI 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
NAACL 2024
TroL: Traversal of Layers for Large Language and Vision Models
EMNLP 2024
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks
ICML 2024
Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever
ACL 2024