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)
How to Trade Off the Quantity and Capacity of Teacher Ensemble: Learning Categorical Distribution to Stochastically Employ a Teacher for Distillation
AAAI 2024
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
CVPR 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation?
ACL 2024
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?
ICLR 2024
HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices
NAACL 2024
HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation
ACL 2024
HSDreport: Heart Sound Diagnosis with Echocardiography Reports
EMNLP 2024
Human Feedback is not Gold Standard
ICLR 2024
Human Motion Diffusion as a Generative Prior
ICLR 2024
HumanPlus: Humanoid Shadowing and Imitation from Humans
CoRL 2024
Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection
COLING 2024
Humans or LLMs as the Judge? A Study on Judgement Bias
EMNLP 2024
HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
NeurIPS 2024
HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid
EMNLP 2024
Hundredfold Accelerating for Pathological Images Diagnosis and Prognosis through Self-reform Critical Region Focusing
IJCAI 2024
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution
IJCAI 2024
HuRef: HUman-REadable Fingerprint for Large Language Models
NeurIPS 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
NeurIPS 2024
HW-TSC’s Participation in the WMT 2024 QEAPE Task
EMNLP 2024
HybridBERT - Making BERT Pretraining More Efficient Through Hybrid Mixture of Attention Mechanisms
NAACL 2024
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners
ICLR 2024
Hybrid Distillation from RBMT and NMT: Helsinki-NLP’s Submission to the Shared Task on Translation into Low-Resource Languages of Spain
EMNLP 2024
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
NeurIPS 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
ICLR 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
EMNLP 2024