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)
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
ICLR 2024
Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction
COLING 2024
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
ICLR 2024
Samayik: A Benchmark and Dataset for English-Sanskrit Translation
COLING 2024
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
NeurIPS 2024
SAME: Sample Reconstruction against Model Extraction Attacks
AAAI 2024
SAM-Guided Masked Token Prediction for 3D Scene Understanding
NeurIPS 2024
SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR
Interspeech 2024
SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction
AAAI 2024
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
NeurIPS 2024
Sample-Efficient Multiagent Reinforcement Learning with Reset Replay
ICML 2024
Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components
AISTATS 2024
Sample-Efficient Private Learning of Mixtures of Gaussians
NeurIPS 2024
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity
COLT 2024
Sample Selection via Contrastive Fragmentation for Noisy Label Regression
NeurIPS 2024
Sample-specific Masks for Visual Reprogramming-based Prompting
ICML 2024
Samsung R&D Institute Philippines @ WMT 2024 Indic MT Task
EMNLP 2024
Sanitizing Large Language Models in Bug Detection with Data-Flow
EMNLP 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models
ACL 2024
SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation
EMNLP 2024
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
NeurIPS 2024
SaSLaW: Dialogue Speech Corpus with Audio-visual Egocentric Information Toward Environment-adaptive Dialogue Speech Synthesis
Interspeech 2024
SAS: Structured Activation Sparsification
ICLR 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
NeurIPS 2024
SBAAM! Eliminating Transcript Dependency in Automatic Subtitling
ACL 2024