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)
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models
NAACL 2024
Agile Multi-Source-Free Domain Adaptation
AAAI 2024
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
AAAI 2024
A Globally Optimal Portfolio for m-Sparse Sharpe Ratio Maximization
NeurIPS 2024
Agnostic Multi-Robust Learning using ERM
AISTATS 2024
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation
ICLR 2024
A Gradient Accumulation Method for Dense Retriever under Memory Constraint
NeurIPS 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
NeurIPS 2024
A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems
EMNLP 2024
A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
ICML 2024
A hierarchical decomposition for explaining ML performance discrepancies
NeurIPS 2024
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
NeurIPS 2024
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
ICML 2024
A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health
AAAI 2024
AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving
CVPR 2024
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey
IJCAI 2024
AI for Science in the Era of Large Language Models
EMNLP 2024
AI-Olympics: Exploring the Generalization of Agents through Open Competitions
IJCAI 2024
AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4
SemEval 2024
AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text
SemEval 2024
AIST AIRC Systems for the WMT 2024 Shared Tasks
EMNLP 2024
A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification
Interspeech 2024
A Kernel Perspective on Distillation-based Collaborative Learning
NeurIPS 2024
A Label is Worth A Thousand Images in Dataset Distillation
NeurIPS 2024
ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models
ICLR 2024