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)
“Image, Tell me your story!” Predicting the original meta-context of visual misinformation
EMNLP 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
NeurIPS 2024
Imitation of Life: A Search Engine for Biologically Inspired Design
AAAI 2024
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
NeurIPS 2024
Immunization against harmful fine-tuning attacks
EMNLP 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models
ACL 2024
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
NeurIPS 2024
Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization
AAAI 2024
Implications of Distance over Redistricting Maps: Central and Outlier Maps
AAAI 2024
Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training
AISTATS 2024
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
NeurIPS 2024
Implicit Neural Models to Extract Heart Rate from Video
ECCV 2024
Implicit neural obfuscation for privacy preserving medical image sharing
MIDL 2024
Implicit Steganography Beyond the Constraints of Modality
ECCV 2024
Importance-Aware Data Augmentation for Document-Level Neural Machine Translation
EACL 2024
Importance-Weighted Offline Learning Done Right
ALT 2024
Imposing Fairness Constraints in Synthetic Data Generation
AISTATS 2024
Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model
NAACL 2024
Impoverished Language Technology: The Lack of (Social) Class in NLP
COLING 2024
Improved Distribution Matching Distillation for Fast Image Synthesis
NeurIPS 2024
Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual Sampling
ICLR 2024
Improved Factorized Neural Transducer Model For Text-only Domain Adaptation
Interspeech 2024
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses
NeurIPS 2024
Improved Generalization of Weight Space Networks via Augmentations
ICML 2024
Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio
Interspeech 2024