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)
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding
CVPR 2025
Falcon: Faster and Parallel Inference of Large Language Models Through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree
AAAI 2025
FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers
ICCV 2025
False Coverage Proportion Control for Conformal Prediction
ICML 2025
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation
AAAI 2025
FaMTEB: Massive Text Embedding Benchmark in Persian Language
EMNLP 2025
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
ACL 2025
FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation
AAAI 2025
Fast and Accurate Blind Flexible Docking
ICLR 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
CVPR 2025
Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction
AAAI 2025
Fast and Low-Cost Genomic Foundation Models via Outlier Removal
ICML 2025
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments
ICML 2025
Fast and Slow Gradient Approximation for Binary Neural Network Optimization
AAAI 2025
FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks
ICML 2025
Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction
JMLR 2025
FastDraft: How to Train Your Draft
ACL 2025
FAST: Efficient Action Tokenization for Vision-Language-Action Models
RSS 2025
Faster and Better LLMs via Latency-Aware Test-Time Scaling
EMNLP 2025
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
ICML 2025
Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning
IJCAI 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
ICLR 2025
Faster Cascades via Speculative Decoding
ICLR 2025
Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree
ACL 2025
Faster Stochastic Optimization with Arbitrary Delays via Adaptive Asynchronous Mini-Batching
ICML 2025