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)
A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
ICLR 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection
CVPR 2025
ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models
AAAI 2025
ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation
ICCV 2025
Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation
CVPR 2025
AccCtr: Accelerating Training-Free Conditional Control For Diffusion Models
IJCAI 2025
Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning
ICCV 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
EMNLP 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence
EMNLP 2025
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps
ACL 2025
Accelerating Adversarial Training on Under-Utilized GPU
IJCAI 2025
Accelerating Cross-Encoders in Biomedical Entity Linking
ACL 2025
Accelerating Dense LLMs via L0-regularized Mixture-of-Experts
ACL 2025
Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation
NSDI 2025
Accelerating Diffusion Transformers with Token-wise Feature Caching
ICLR 2025
Accelerating Diffusion Transformer via Gradient-Optimized Cache
ICCV 2025
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
ICLR 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review
CoNLL 2025
Accelerating Large Language Model Reasoning via Speculative Search
ICML 2025
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity
ICML 2025
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
ICML 2025
Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling
EMNLP 2025
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction
CVPR 2025
Accelerating Unbiased LLM Evaluation via Synthetic Feedback
ICML 2025
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches
EMNLP 2025