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)
From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation
WACV 2024
From Feature to Gaze: A Generalizable Replacement of Linear Layer for Gaze Estimation
CVPR 2024
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems
ICML 2024
From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction
COLING 2024
From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space
AAAI 2024
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
NeurIPS 2024
From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets
NAACL 2024
From Linguistic Linked Data to Big Data
COLING 2024
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models
EMNLP 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond
COLING 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models
ACL 2024
From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching
IJCAI 2024
From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations
IJCAI 2024
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression
EMNLP 2024
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards
ACL 2024
From ‘Showgirls’ to ‘Performers’: Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs
ACL 2024
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
NeurIPS 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis
EMNLP 2024
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
NeurIPS 2024
FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition
ICLR 2024
Frozen Feature Augmentation for Few-Shot Image Classification
CVPR 2024
Frozen Transformers in Language Models Are Effective Visual Encoder Layers
ICLR 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
NeurIPS 2024
FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering
ACL 2024
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
NeurIPS 2024