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
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'25
Papers (including subtopics)
Bi-ViT: Pushing the Limit of Vision Transformer Quantization
AAAI 2024
BLADE: Benchmarking Language Model Agents for Data-Driven Science
EMNLP 2024
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
NeurIPS 2024
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria
JMLR 2024
Blind Spots and Biases: Exploring the Role of Annotator Cognitive Biases in NLP
NAACL 2024
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication
AAAI 2024
BLN600: A Parallel Corpus of Machine/Human Transcribed Nineteenth Century Newspaper Texts
COLING 2024
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
NeurIPS 2024
BlockBoost: Scalable and Efficient Blocking through Boosting
AISTATS 2024
Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision History
EMNLP 2024
Block Transformer: Global-to-Local Language Modeling for Fast Inference
NeurIPS 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains
CVPR 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
EMNLP 2024
BMRS: Bayesian Model Reduction for Structured Pruning
NeurIPS 2024
BMX: Boosting Natural Language Generation Metrics with Explainability
EACL 2024
BodyMAP - Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed
CVPR 2024
BOLD: Boolean Logic Deep Learning
NeurIPS 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
NeurIPS 2024
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
ICLR 2024
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
NeurIPS 2024
Boosted Conformal Prediction Intervals
NeurIPS 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters
CVPR 2024
Boosting Cross-Corpus Speech Emotion Recognition using CycleGAN with Contrastive Learning
Interspeech 2024
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
NeurIPS 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation
IJCAI 2024