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)
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation
ICCV 2025
FuseChat: Knowledge Fusion of Chat Models
EMNLP 2025
Fusing Highly Specialized Language Models for Comprehensive Expertise
ACL 2025
Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation
AAAI 2025
FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion
JMLR 2025
FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation
EMNLP 2025
Fuzzy Collaborative Reasoning
AAAI 2025
Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff
ACL 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization
ICCV 2025
G2D: Boosting Multimodal Learning with Gradient-Guided Distillation
ICCV 2025
G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion
ICCV 2025
G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models
ACL 2025
G-Adaptivity: optimised graph-based mesh relocation for finite element methods
ICML 2025
GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion
CVPR 2025
Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes
CVPR 2025
Gait-X: Exploring X modality for Generalized Gait Recognition
ICCV 2025
GAMBIT+: A Challenge Set for Evaluating Gender Bias in Machine Translation Quality Estimation Metrics
EMNLP 2025
Game4Loc: A UAV Geo-Localization Benchmark from Game Data
AAAI 2025
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models
EMNLP 2025
GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment
ICLR 2025
GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models
ICML 2025
GAP: a Global Adaptive Pruning Method for Large Language Models
EMNLP 2025
GAP: Gaussianize Any Point Clouds with Text Guidance
ICCV 2025
Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
ICLR 2025
GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach
AAAI 2025