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
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'25
Papers (including subtopics)
Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
ICML 2024
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
AAAI 2024
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
NeurIPS 2024
FastAST: Accelerating Audio Spectrogram Transformer via Token Merging and Cross-Model Knowledge Distillation
Interspeech 2024
Fast Channel Simulation via Error-Correcting Codes
NeurIPS 2024
Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations
ECCV 2024
Fast Decision Boundary based Out-of-Distribution Detector
ICML 2024
FastDrag: Manipulate Anything in One Step
NeurIPS 2024
Fast-ELECTRA for Efficient Pre-training
ICLR 2024
Fast Ensembling with Diffusion Schrödinger Bridge
ICLR 2024
Faster Algorithms for User-Level Private Stochastic Convex Optimization
NeurIPS 2024
Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward
IJCAI 2024
Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning
NeurIPS 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
NeurIPS 2024
Faster Local Solvers for Graph Diffusion Equations
NeurIPS 2024
Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
NeurIPS 2024
Faster Rates of Differentially Private Stochastic Convex Optimization
JMLR 2024
FasterVD: On Acceleration of Video Diffusion Models
IJCAI 2024
Faster Vocoder: a multi threading approach to achieve low latency during TTS Inference
Interspeech 2024
Fast & Fair: A Collaborative Platform for Fair Division Applications
AAAI 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection
ACL 2024
Fast Forwarding Low-Rank Training
EMNLP 2024
Fast Machine Unlearning without Retraining through Selective Synaptic Dampening
AAAI 2024
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
EMNLP 2024
Fast One-Stage Unsupervised Domain Adaptive Person Search
IJCAI 2024